https://www.facebook.com/ingber.lester

https://twitter.com/ingber

**E-mail**queries may be addressed to- [email protected]
- [email protected]

**Search** ingber.com at

ingber_search.html.

**SSL** access, the enforced default, is through

https://www.ingber.com.

This archive is a sampling of my 100+ publications. Limited help assisting people with queries on my codes and papers is available only by electronic mail correspondence. Sorry, but given that this site has 1000's hits/day, I cannot mail out hardcopies of code or papers.

**Lester Ingber Research (LIR)**
develops and consults on projects in several areas of expertise documented in
the ingber.com InterNet archive. Terms of use, downloading policies, and
consulting/contracting are discussed in

ingber_terms.html.

Donations to support LIR research, and pre-arranged payments for services, can
be made online via PayPal (here you also can use a credit card without a PayPal
account) at

PayPal-LIR

or

patreon.com/lesteringber

Note that I regularly address short technical queries via email, at no charge.

Some recent projects are discussed in

lir_computational_physics_group.html.

Categories of research files in this / directory are

### AUTHOR

Information on Lester Ingber### KARATE

The Art and Science of Karate, Applications to Learning### ASA

Adaptive Simulated Annealing, Optimization, Importance Sampling, Nonlinear Systems, Stochastic Systems: ASA-CODE, ASA-REPRINTS### COMBAT

Statistical Mechanical Analyses of Combat and Simulations### MARKETS

Statistical Mechanical Analyses of Financial Markets, Bond Futures, Options, Risk, Portfolios, Trading: TRD-CODE### NUCLEAR

Nucleons, Nuclear Matter, Riemannian Interactions### PATH-INTEGRAL

Path Integrals in Stochastic Systems with Nonlinear Diffusion: PATHINT-CODE, PATHTREE-CODE### NEOCORTEX

Statistical Mechanics of Neocortical Interactions, Applications to Memory, EEG, Intelligent Systems: SMNI-CODE

**Additional Files and Information**

See utils_file_formats.txt for some links to information on gzip, PostScript, PDF, tar, and shar utilities. See utils_code.html for additional references to files and instructions for retrieval of utilities for DOS, MAC, UNIX, and VMS systems, e.g., ghostscript, gzip, pgp (containing my PGP PUBLIC KEY BLOCK), unshar, uudecode, unix2dos, zip, etc. Note that gzip will expand .gz, .Z, and .zip files (not .zip archives).

**private/**- private/ is a "blind" directory which cannot be viewed using `ls` or `dir`, although files can be downloaded via WWW if you know their names.
**louise/**- This directory belongs to my spouse Louise. Her main site is
- CreekHouseChocolates.com

This is a UNIX system, and all file names are case sensitive. Files that end in .gz (gzip), .zip (zip), or .exe (DOS) are in binary format. Therefore, before retrieving these files, be sure your browser is set to handle binary transfer.

Note that files that contain a .ps are PostScript files (after expanding as appropriate, which can result in an expansion by a factor of 10 for some files); these will require a PostScript viewer or printer. Portable Document Format files have a .pdf suffix and can be viewed with Adobe acroread or some PostScript viewers.

**Unmanaged VPS**- ingber.com is run on an unmanaged linux virtual private server (VPS) machine. Lester Ingber is responsible for all software maintenance. This machine is monitored externally, and in case of a crash, full service should be restored quickly, i.e., less than an hour.

- [To-Top-of-Archive]

- ingber_CV.pdf and ingber_CV.ps.gz and ingber_CV.txt
- Lester Ingber's Curriculum Vitae
- ingber_summary_1.pdf and ingber_summary_1.txt
- 1-page summary of Lester Ingber's Curriculum Vitae
- Projects and interests are described in
- ingber_projects_brief.pdf
- A LinkedIn-generated short profile is in
- https://www.ingber.com/LesterIngber.pdf
- Additional information related to some projects is in
- ingber_projects.html
- In this archive I have listed only papers accessible on the internet. All my references are given in bibtex and refer format for over 100 papers and books in
- ingber.bib.html (html-bibtex format)
- ingber.ref.html (html-refer format)
- ingber.bib (bibtex format)
- ingber.end (endnote format)
- ingber.ref (refer format)
- ingber.ris (refman format)
- ingber.xml (xml format)
- From Feb 2013 through Dec 2018 I was Principal Investigator for the
National Science Foundation resource The Extreme Science and Engineering
Discovery Environment (XSEDE.org), using their supercomputer resources for
projects in computational physics and neuroscience. As discussed in Section
"Synchronous Interactions Between Quantum and Macroscopic Systems" in

lir_computational_physics_group.html

my current project starts where my XSEDE projects completed. - I'm an alumnus of Brooklyn Technical High School (BTHS) class of 1958.
- I'm an alumnus of California Institute of Technology (Caltech) class of 1962 (Physics).
- ingber82_LegendsOfCaltech.pdf reports another "incident"
- %A L. Ingber
- %T The OXY cornerstone
- %B Legends of Caltech
- %E W.A. Dodge, Jr.
- %E R.B. Moulton
- %E H.W. Sigworth
- %E A.C. Smith, Jr.
- %I Alumni Association, California Institute of Technology
- %C Pasadena, CA
- %D 1982
- %P 28
- %O ISBN 0-215-12345-X. URL https://www.ingber.com/ingber82_LegendsOfCaltech.pdf
- ingber12_EandS.pdf classmate reports Les(ter) in Chem Lab
- %A Anonymous
- %T Endnotes
- %J (Caltech) Engineering and Science
- %V 75
- %D 2012
- %P 44
- %O URL https://www.ingber.com/ingber12_EandS.pdf
- I'm an alumnus of UC San Diego (UCSD) Graduate School class of 1967 (Theoretical Nuclear Physics).
- I'm an alumnus of UC Berkeley (UCB), National Science Foundation (NSF) Physics Postdoctoral Fellow 1967-1968 (transferred second year to UC Los Angeles (UCLA)).

- [To-Top-of-Archive]

- I'm an alumnus of Japan Karate Association (JKA)/All American Karate Federation (AAKF) Instructor/Sensei School class of 1968 (the first JKA-AAKF class).
- karate.html
- This file is a collection of notes and edited replies to some postings and e-mail on karate.
- karate.txt is an ASCII-formatted version of this file.
- karate72_encinitas.jpg
- Lester Ingber photo
- Encinitas, CA
- 30 Mar 1972
- karate72_learning.pdf
- %A L. Ingber
- %T Editorial: Learning to learn
- %J Explore
- %V 7
- %P 5-8
- %D 1972
- %O URL https://www.ingber.com/karate72_learning.pdf
- Links smni72_learning.pdf with karate72_learning.pdf.
This set of courses includes my course using physics and attentional approaches to karate which was taught in my dogos, as well as in this UCSD course, since 1968. My 1976 book just below includes my 1968 "Physics of Karate Techniques" Instructor's thesis for my JKA/AAKF Instructor's degree, as well as my techniques developed to promote the learning of attentional skills in parallel with this physics approach to the learning of traditional physical skills.

- karate76_book.html
- %A L. Ingber
- %T The Karate Instructor's Handbook
- %I Physical Studies Institute-Institute for the Study of Attention
- %C Solana Beach, CA
- %D 1976
- %O OCR-scanned with figures. URL
https://www.ingber.com/karate76_book.html
karate76_book.txt is an ASCII-formatted version of this file without .jpg figures.

karate76_cover.gif is a .gif rendering of the cover.

karate76_cover_back.gif is a .gif rendering of the back cover.

A few of my own books in new condition are on EBay under seller ingber00: The Karate Instructor's Handbook by Lester Ingber, PhD

The 134 combinations and 16 two-person combinations in Appendix 4 are representative of over 5000 combinations I created and taught from about 1969-1985. Unfortunately, the collection was lost in one of several moves, along with many other documents. This includes the loss of multiple manuscripts, e.g., Principles of Nature, described in the Epilogue to this text, which ran quite a few hundred pages in length. On 5 Nov 2008 I added the Epilogue which I scanned from one of the few remaining texts in my possession.

- karate81_book.txt
- %A L. Ingber
- %T Karate: Kinematics and Dynamics
- %I Unique
- %C Hollywood, CA
- %D 1981
- %O ISBN 0-86568-025-6. OCR-scanned text-only version of this book. URL
https://www.ingber.com/karate81_book.txt
karate81_cover.gif is a .gif rendering of the cover.

A few of my own books in new condition are on EBay under seller ingber00: Karate Kinematics and Dynamics by Lester Ingber

- karate81_attention.pdf
- %A L. Ingber
- %T Attention, physics and teaching
- %J Journal Social Biological Structures
- %V 4
- %P 225-235
- %D 1981
- %O URL https://www.ingber.com/smni81_attention.pdf
- (This file may only be shared for research.)
- This paper describes a methodology and implementation of teaching a full curriculum of academics, fine arts and physical disciplines, also tested as described in smni72_learning.pdf, based in part on a similar methodology I developed for teaching karate, in turn based on my brain research.
- Links smni81_attention.pdf with karate81_attention.pdf
- 1982 Training Videos
- Below are VHS converted tapes of a karate camp with five 1st Dan Black Belt students in the Summer of 1982, emphasizing sparring exercises which were eventually published in Elements of Advanced Karate, karate85_book.html below. To make these files reasonable size they were converted to 320x240. (The files still are quite large at about 200MB each.) The sound is quite a bit out of sync with the video a lot of the time due to the device used to capture the VHS recording. The sequence of files below follows the order of training sessions, each about 1.5 hours, in this special camp.
- As in any person-person combat, important intense events can take place within what often superficially appears to a non-interacting observer as a flow of somewhat ordinary movement. It takes some patience to view several hours of actual classes to see and appreciate crucial moments in these exercises that reflect the gradual influence of advanced training.
- These videos may be accessed as full training sessions from my Google Docs archive
- https://l.ingber.com/exam82

- https://l.ingber.com/Earth82

- https://l.ingber.com/Wind82

- https://l.ingber.com/Fire82

- https://l.ingber.com/Water82

- https://l.ingber.com/Void82
- These videos can be downloaded from my Google Sites account
- http://lester-x.ingber.com
- These videos also can be viewed on my youtube account, where they have been cut into playable parts less than 14 minutes each.
- https://www.youtube.com/ingber
- karate85_book.html
- %A L. Ingber
- %T Elements of Advanced Karate
- %I Ohara
- %C Burbank, CA
- %D 1985
- %O ISBN 0-89750-127-6. OCR scanned with photos. URL https://www.ingber.com/karate85_book.html
- Note the video files above that recorded development of these exercises
in 1982.
karate85_book.txt is an ASCII-formatted version of this file without .jpg photos.

karate85_cover.pdf and karate85_cover.ps.gz is a PDF or PostScript rendering of the photo on the cover;

karate85_cover.gif is a .gif rendering of karate85_cover.ps.

karate85_cover.txt is a coarse ASCII rendering of karate85_cover.ps.

karate85_photo.jpg is a jpeg (.jpg) rendering of a photo taken at the same time as karate85_cover.ps.

A few of my own books in new condition are on EBay under seller ingber00: Elements of Advanced Karate by Lester Ingber

- karate00_keri_no_kata.html
- %A L. Ingber
- %T Keri No Kata
- %J Shotokan Research Society International (SRSI)
- %V 1
- %N 4
- %D 2000
- %O URL https://www.ingber.com/karate00_keri_no_kata.html
- Keri No Kata is a kicking form, containing many different kicking and other leg techniques in a context of full sparring interactions.
- When accessed via WWW, karate00_keri_no_kata.html loads 1 MByte of photos.

- [To-Top-of-Archive]

Optimization is often required for many systems, ranging from simple to complex descriptions., e.g., to fit models to data. A general class of optimization algorithms is included under the heading of importance sampling. A subset of this class is simulated annealing which, if applied correctly, comes with a mathematical proof that optimal solutions will be found with some statistical certainty.

Please read the ASA-README.[] file which is provided with the code and separately online in pdf, gzip'd ps, txt, and html formats. Especially pay attention to Sections "Use of Documentation for Tuning" and "Simulated Annealing is NOT Simulated Quenching"

The learning curve for proper use of ASA -- and other general importance-sampling that are useful for many classes of systems -- is quite steep, and you may require some help getting started. I can consult/contract with you to get started or even work with you towards completion of your optimization/importance-sampling project. See ingber_terms.html for more information on this choice.

A short one-minute video describes the origins of ASA. Download

ASA.wmv

or view on YouTube at

https://l.ingber.com/ASA14

- Adaptive Simulated Annealing (ASA)
- %A L. Ingber
- %T Adaptive Simulated Annealing (ASA)
- %R Global optimization C-code
- %I Caltech Alumni Association
- %C Pasadena, CA
- %D 1993
- %O URL https://www.ingber.com/#ASA-CODE
- ASA code is listed on
- https://sourceforge.net/projects/asa-caltech/
- https://code.google.com/p/adaptive-simulated-annealing
- https://github.com/ingber/adaptive-simulated-annealing
- ASA-README.html
- HTML version of the ASA-README file included with the current ASA-30.29 code. Cross-references are local to this file, so you may view it under a local browser.
- ASA-README.pdf and ASA-README.ps.gz
- PDF ASA-README.pdf and gzip-compressed PostScript ASA-README.ps files included with the current ASA-30.29 code.
- ASA-README.txt
- ASCII ASA-README file included with the current ASA-30.29 code.
- ASA.tar.gz
- gzip tarfile of the current ASA-30.29 code. All files expand into directory ASA.
- ASA.zip
- zip file of the current ASA-30.29 code. All files are processed for DOS format. All files expand into directory ASA.

- asa_new.txt
- List of major recent changes in ASA.
- asa_papers.html
- Addendum to the NOTES file in the ASA code, listing some patents and papers that have used ASA or its precursor VFSR.
- asa_retrieve.txt
- This contains instructions for retrieval of the ASA code.
- asa_contrib.txt
- This is an addendum to the NOTES file in the ASA code, giving some code contributed by users that may be useful to others. I have included my first Very Fast Simulated Re-annealing (VFSR) code prepared in 1987, RATFOR vfsr.r and vfsr_com.r code (unsupported), subsequently compiled into FORTRAN to run on a Lawrence Livermore supercomputer.
- asa_examples.txt
- This is an addendum to the NOTES file in the ASA code, giving some examples of use of the ASA code.

- asa89_vfsr.pdf and asa89_vfsr.ps.gz
- %A L. Ingber
- %T Very fast simulated re-annealing
- %J Mathematical Computer Modelling
- %V 12
- %N 8
- %P 967-973
- %D 1989
- %O URL https://www.ingber.com/asa89_vfsr.pdf
- asa92_mnn.pdf and asa92_mnn.ps.gz
- %A L. Ingber
- %T Generic mesoscopic neural networks based on statistical mechanics of neocortical interactions
- %J Physical Review A
- %V 45
- %N 4
- %P R2183-R2186
- %D 1992
- %O URL https://www.ingber.com/smni92_mnn.pdf
- Links smni92_mnn.pdf and smni92_mnn.ps.gz with asa92_mnn.pdf and asa92_mnn.ps.gz
- asa92_saga.pdf and asa92_saga.ps.gz
- %A L. Ingber
- %A B. Rosen
- %T Genetic algorithms and very fast simulated reannealing: A comparison
- %J Mathematical Computer Modelling
- %V 16
- %N 11
- %P 87-100
- %D 1992
- %O URL https://www.ingber.com/asa92_saga.pdf
- asa93_sapvt.pdf and asa93_sapvt.ps.gz
- %A L. Ingber
- %T Simulated annealing: Practice versus theory
- %J Mathematical Computer Modelling
- %V 18
- %N 11
- %D 1993
- %P 29-57
- %O URL https://www.ingber.com/asa93_sapvt.pdf
- asa96_lessons.pdf and asa96_lessons.ps.gz
- %A L. Ingber
- %T Adaptive simulated annealing (ASA): Lessons learned
- %J Control and Cybernetics
- %V 25
- %N 1
- %P 33-54
- %D 1996
- %O URL https://www.ingber.com/asa96_lessons.pdf
- Invited paper to a special issue of Control and Cybernetics on "Simulated Annealing Applied to Combinatorial Optimization." The listing of other contributors to this special issue is in asa96_vidal_nahorski.txt
- asa01_lecture.html
- %A L. Ingber
- %T Adaptive Simulated Annealing (ASA) and Path-Integral (PATHINT) Algorithms: Generic Tools for Complex Systems
- %R ASA-PATHINT Lecture Plates
- %I Lester Ingber Research
- %D 2001
- %O Invited talk U Calgary, Canada, April 2001. URL https://www.ingber.com/asa01_lecture.pdf
- asa01_lecture.pdf and asa01_lecture.ps.gz offers an alternative PDF or PostScript format.
- Links asa01_lecture.html, asa01_lecture.pdf and asa01_lecture.ps.gz,
with path01_lecture.html, path01_lecture.pdf and path01_lecture.ps.gz
Also see PATHINT-CODE .

- asa03_reinforce.pdf
- %A A.F. Atiya
- %A A.G. Parlos
- %A L. Ingber
- %T A reinforcement learning method based on adaptive simulated annealing
- %B Proceedings International Midwest Symposium on Circuits and Systems (MWCAS), December 2003
- %I IEEE CAS
- %C Cairo, Egypt
- %D 2003
- %O URL https://www.ingber.com/asa03_reinforce.pdf
- asa06_ism.pdf
- %A L. Ingber
- %T Ideas by statistical mechanics (ISM)
- %R Report 2006:ISM
- %I Lester Ingber Research
- %D 2006
- %O URL https://www.ingber.com/smni06_ism.pdf
- ISM integrates previous projects to model evolution and propagation of ideas/patterns throughout populations subjected to endogenous and exogenous interactions. A short version appears as "AI and Ideas by Statistical Mechanics (ISM)" in the Encyclopedia of Artificial Intelligence, pp. 58-64 (2008), and details in this paper appear in "Ideas by Statistical Mechanics (ISM)", Journal of Integrated Systems Design and Process Science, Vol. 11, No. 3, pp. 31-54 (2007), Special Issue: Biologically Inspired Computing.
- Links smni06_ism.pdf with asa06_ism.pdf and markets06_ism.pdf
- asa11_options.pdf
- %A L. Ingber
- %T Adaptive Simulated Annealing
- %B Stochastic global optimization and its applications with fuzzy adaptive simulated annealing
- %E H.A. Oliveira, Jr.
- %E A. Petraglia
- %E L. Ingber
- %E M.A.S. Machado
- %E M.R. Petraglia
- %I Springer
- %C New York
- %D 2012
- %P 33-61
- %O Invited Paper. https://www.ingber.com/asa11_options.pdf

- [To-Top-of-Archive]

- combat85_smart.pdf and combat85_smart.ps.gz
- %A L. Ingber
- %T Statistical mechanics algorithm for response to targets (SMART)
- %B Workshop on Uncertainty and Probability in Artificial Intelligence: UC Los Angeles, 14-16 August 1985
- %I American Association for Artificial Intelligence
- %C Menlo Park, CA
- %D 1985
- %P 258-264
- %O URL https://www.ingber.com/combat85_smart.pdf
- combat86_approach.pdf and combat86_approach.ps.gz
- %A L. Ingber
- %T Nonlinear nonequilibrium statistical mechanics approach to C3 systems
- %B 9th MIT/ONR Workshop on C3 Systems: Naval Postgraduate School, Monterey, CA, 2-5 June 1986
- %P 237-244
- %D 1986
- %I MIT
- %C Cambridge, MA
- %O URL https://www.ingber.com/combat86_approach.pdf
- combat91_data.pdf and combat91_data.ps.gz
- %A L. Ingber
- %A H. Fujio
- %A M.F. Wehner
- %T Mathematical comparison of combat computer models to exercise data
- %J Mathematical Computer Modelling
- %V 15
- %N 1
- %P 65-90
- %D 1991
- %O URL https://www.ingber.com/combat91_data.pdf
- Links combat91_data.pdf and combat91_data.ps.gz with path91_data.pdf
and path91_data.ps.gz
Also see PATHINT-CODE .

- combat91_human.pdf and combat91_human.ps.gz
- %A L. Ingber
- %A D.D. Sworder
- %T Statistical mechanics of combat with human factors
- %J Mathematical Computer Modelling
- %V 15
- %N 11
- %D 1991
- %P 99-127
- %O URL https://www.ingber.com/combat91_human.pdf
- combat93_c3sci.pdf and combat93_c3sci.ps.gz
- %A L. Ingber
- %T Statistical mechanics of combat and extensions
- %B Toward a Science of Command, Control, and Communications
- %E C. Jones
- %I American Institute of Aeronautics and Astronautics
- %C Washington, D.C.
- %D 1993
- %P 117-149
- %O ISBN 1-56347-068-3. URL https://www.ingber.com/combat93_c3sci.pdf
- This summarizes a series of papers started in 1985, which led to the baselining of JANUS(T) simulation to National Training Center (NTC) data.
- combat97_cmi.pdf and combat97_cmi.ps.gz
- %A M. Bowman
- %A L. Ingber
- %T Canonical momenta of nonlinear combat
- %B Proceedings of the 1997 Simulation Multi-Conference, 6-10 April 1997, Atlanta, GA
- %I Society for Computer Simulation
- %C San Diego, CA
- %D 1997
- %O URL https://www.ingber.com/combat97_cmi.pdf
- combat01_lecture.html
- %A L. Ingber
- %T Statistical Mechanics of Combat (SMC): Mathematical Comparison of Computer Models to Exercise Data
- %R SMC Lecture Plates
- %I Lester Ingber Research
- %D 2001
- %O URL https://www.ingber.com/combat01_lecture.pdf
- combat01_lecture.pdf and combat01_lecture.ps.gz offers an alternative PDF or PostScript format.
- combat15_milint.pdf
- %A L. Ingber
- %T Biological impact on military intelligence: Application or metaphor?
- %J International Journal of Intelligent Defence Support Systems
- %V 5
- %N 3
- %P 173-185
- %D 2015
- %O URL https://www.ingber.com/combat15_milint.pdf
- Links smni15_milint.pdf with combat15_milint.pdf

- [To-Top-of-Archive]

The TRD code as it used, with some updates, in L. Ingber, "Trading in Risk Dimensions (TRD)," Report 2005:TRD, Lester Ingber Research, Ashland, OR, (2005). [ URL markets05_trd.pdf ] is listed in https://www.ingber.com/private/CODE/TRD_2015 .

Note that this code was also used as described in L. Ingber, "Trading in Risk Dimensions," in The Handbook of Trading: Strategies for Navigating and Profiting from Currency, Bond, and Stock Markets, edited by G.N. Gregoriou (McGraw-Hill, New York, 2010), p. 287-300.

- markets84_statmech.pdf and markets84_statmech.ps.gz
- %A L. Ingber
- %T Statistical mechanics of nonlinear nonequilibrium financial markets
- %J Mathematical Modelling
- %V 5
- %N 6
- %P 343-361
- %D 1984
- %O URL https://www.ingber.com/markets84_statmech.pdf
- markets90_interest.pdf and markets90_interest.ps.gz
- %A L. Ingber
- %T Statistical mechanical aids to calculating term structure models
- %J Physical Review A
- %V 42
- %N 12
- %D 1990
- %P 7057-7064
- %O URL https://www.ingber.com/markets90_interest.pdf
- markets90_interest was the first paper on finance published in Physical Review.
- markets91_interest.pdf and markets91_interest.ps.gz
- %A L. Ingber
- %A M.F. Wehner
- %A G.M. Jabbour
- %A T.M. Barnhill
- %T Application of statistical mechanics methodology to term-structure bond-pricing models
- %J Mathematical Computer Modelling
- %V 15
- %N 11
- %D 1991
- %P 77-98
- %O URL https://www.ingber.com/markets91_interest.pdf
- markets96_brief.pdf and markets96_brief.ps.gz
- %A L. Ingber
- %T Trading markets with canonical momenta and adaptive simulated annealing
- %R Report 1996:TMCMASA
- %I Lester Ingber Research
- %C McLean, VA
- %D 1996
- %O URL https://www.ingber.com/markets96_brief.pdf
- This paper gives relatively non-technical descriptions of ASA and canonical momenta, and their applications to markets and EEG. The paper was solicited by AI in Finance prior to cessation of their publication.
- markets96_momenta.pdf and markets96_momenta.ps.gz
- %A L. Ingber
- %T Canonical momenta indicators of financial markets and neocortical EEG
- %B Progress in Neural Information Processing
- %E S.-I. Amari, L. Xu, I. King, and K.-S. Leung
- %I Springer
- %C New York
- %P 777-784
- %D 1996
- %O Invited paper to the 1996 International Conference on Neural Information Processing (ICONIP'96), Hong Kong, 24-27 September 1996. ISBN 981 3083-05-0. URL https://www.ingber.com/markets96_momenta.pdf
- Tables of data supporting this paper are given in markets96_momenta_tbl.txt.gz
- markets96_lag_cmi.c contains C-code for the Lagrangian cost function described in /markets96_momenta.ps.gz to be fit to data. Also included is code for the CMI derived from this Lagrangian.
- This paper advances the work described in markets96_trading.ps.gz. A brief introduction to canonical momenta is included in ingber_projects.html
- markets96_trading.pdf and markets96_trading.ps.gz
- %A L. Ingber
- %T Statistical mechanics of nonlinear nonequilibrium financial markets: Applications to optimized trading
- %J Mathematical Computer Modelling
- %V 23
- %N 7
- %P 101-121
- %D 1996
- %O URL https://www.ingber.com/markets96_trading.pdf
- markets98_smfm_appl.pdf and markets98_smfm_appl.ps.gz
- %A L. Ingber
- %T Some Applications of Statistical Mechanics of Financial Markets
- %R LIR-98-1-SASMFM
- %I Lester Ingber Research
- %C Chicago, IL
- %D 1998
- %O URL https://www.ingber.com/markets98_smfm_appl.pdf
- markets98_lecture.pdf and markets98_lecture.ps.gz
- %A L. Ingber
- %T Statistical mechanics of financial markets (SMFM)
- %R SMFM Lecture Plates
- %I Lester Ingber Research
- %C Chicago, IL
- %D 1998
- %O Update invited talk to U of Chicago Financial Mathematics Seminar, 20 Nov 1998. URL https://www.ingber.com/markets98_lecture.pdf
- markets99_spread.pdf and markets99_spread.ps.gz
- %A L. Ingber
- %T A simple options training model
- %J Mathematical Computer Modelling
- %V 30
- %P 167-182
- %D 1999
- %O URL https://www.ingber.com/markets99_spread.pdf
- markets99_vol.pdf and markets99_vol.ps.gz
- %A L. Ingber
- %A J.K. Wilson
- %T Volatility of volatility of financial markets
- %J Mathematical Computer Modelling
- %V 29
- %P 39-57
- %D 1999
- %O URL https://www.ingber.com/markets99_vol.pdf
- markets00_exp.pdf and markets00_exp.ps.gz
- %A L. Ingber
- %A J.K. Wilson
- %T Statistical mechanics of financial markets: Exponential modifications to Black-Scholes
- %J Mathematical Computer Modelling
- %V 31
- %N 8/9
- %P 167-192
- %D 2000
- %O URL https://www.ingber.com/markets00_exp.pdf
- Links markets00_exp.pdf and markets00_exp.ps.gz with path00_exp.pdf and
path00_exp.ps.gz
Also see PATHINT-CODE .

- markets00_highres.pdf and markets00_highres.ps.gz
- %A L. Ingber
- %T High-resolution path-integral development of financial options
- %J Physica A
- %V 283
- %N 3-4
- %P 529-558
- %D 2000
- %O URL https://www.ingber.com/markets00_highres.pdf
- Links markets00_highres.pdf and markets00_highres.ps.gz with
path00_highres.pdf and path00_highres.ps.gz
Also see PATHINT-CODE .

- markets01_optim_trading.pdf
- %A L. Ingber
- %A R.P. Mondescu
- %T Optimization of Trading Physics Models of Markets
- %D 2001
- %V 12
- %N 4
- %P 776-790
- %J IEEE Trans. Neural Networks
- %O Invited paper for special issue on Neural Networks in Financial Engineering. URL https://www.ingber.com/markets01_optim_trading.pdf
- markets01_pathtree.pdf and markets01_pathtree.ps.gz
- %A L. Ingber
- %A C. Chen
- %A R.P. Mondescu
- %A D. Muzzall
- %A M. Renedo
- %T Probability tree algorithm for general diffusion processes
- %J Physical Review E
- %V 64
- %N 5
- %P 056702-056707
- %D 2001
- %O URL https://www.ingber.com/path01_pathtree.pdf
- My PATHTREE algorithm, like my PATHINT code, accurately propagates quite generally nonlinear multiplicative-noise probability distributions defined as a path integral, but PATHTREE is very fast and very easy to implement.
- Links path01_pathtree.pdf and path01_pathtree.ps.gz with
markets01_pathtree.pdf and markets01_pathtree.ps.gz .
Also see PATHTREE-CODE .

- markets01_lecture.html
- %A L. Ingber
- %T Statistical Mechanics of Financial Markets (SMFM): Applications to Trading Indicators and Options
- %R SMFM Lecture Plates
- %I Lester Ingber Research
- %D 2001
- %O Invited talk U Calgary, Canada, April 2001. Invited talk U Florida, Gainesville, April 2002. Invited talk Tulane U, New Orleans, January 2003. URL https://www.ingber.com/markets01_lecture.pdf
- markets01_lecture.pdf and markets01_lecture.ps.gz offers an alternative PDF or PostScript format.
- markets02_portfolio.pdf
- %A L. Ingber
- %T Statistical mechanics of portfolios of options
- %D 2002
- %I Lester Ingber Research
- %C Chicago, IL
- %O URL https://www.ingber.com/markets02_portfolio.pdf
- markets03_automated.pdf
- %A L. Ingber
- %A R.P. Mondescu
- %B Intelligent Internet-Based Information Processing Systems
- %T Automated internet trading based on optimized physics models of markets
- %E R.J. Howlett
- %E N.S. Ichalkaranje
- %E L.C. Jain
- %E G. Tonfoni
- %I World Scientific
- %C Singapore
- %D 2003
- %P 305-356
- %O Invited paper. URL https://www.ingber.com/markets03_automated.pdf
- markets05_trd.pdf
- %A L. Ingber
- %T Trading in Risk Dimensions (TRD)
- %R Report 2005:TRD
- %D 2005
- %I Lester Ingber Research
- %C Ashland, OR
- %O URL https://www.ingber.com/markets05_trd.pdf
Also see TRD-CODE .

- A shorter updated paper with this title appears in the Handbook of
Trading: Strategies for Navigating and Profiting from Currency, Bond, and
Stock Markets published by McGraw-Hill (2010). Only the Table of Contents
and the Abstract appear in https://www.ingber.com/markets05_trd.pdf , as
the publisher has requested all previous markets_trd_report.pdf papers be
removed from the internet. (This report is not online and is occasionally
updated. Contact me for more information.)
A pdf of the TRD section of the ppt presentation is in

- markets10_trd_present.pdf
- markets06_ism.pdf
- %A L. Ingber
- %T Ideas by statistical mechanics (ISM)
- %R Report 2006:ISM
- %I Lester Ingber Research
- %D 2006
- %O URL https://www.ingber.com/smni06_ism.pdf
- ISM integrates previous projects to model evolution and propagation of ideas/patterns throughout populations subjected to endogenous and exogenous interactions. A short version appears as "AI and Ideas by Statistical Mechanics (ISM)" in the Encyclopedia of Artificial Intelligence, pp. 58-64 (2008), and in "Ideas by Statistical Mechanics (ISM)", Journal of Integrated Systems Design and Process Science, Vol. 11, No. 3, pp. 31-54 (2007), Special Issue: Biologically Inspired Computing.
- Links smni06_ism.pdf with asa06_ism.pdf and markets06_ism.pdf
- markets07_rops.pdf
- %A L. Ingber
- %T Real Options for Project Schedules (ROPS)
- %R Report 2007:ROPS
- %D 2007
- %I Lester Ingber Research
- %O URL https://www.ingber.com/markets07_rops.pdf
- An updated invited paper is published in SGI Reflections International Journal of Science, Technology & Management (2010). URL http://sgi.ac.in/colleges/newsletters/1146080820111637301.pdf
- markets16_quantum_path.pdf
- %A L. Ingber
- %T Path-integral quantum PATHTREE algorithm
- %J International Journal of Innovative Research in Information Security
- %V 3
- %N 5
- %P 1-39
- %D 2016
- %O URL https://www.ingber.com/path16_quantum_path.pdf
- Links path16_quantum_path.pdf with smni16_quantum_path.pdf and markets16_quantum_path.pdf
- markets17_quantum_pathint_shocks.pdf
- %A L. Ingber
- %T Evolution of regenerative Ca-ion wave-packet in neuronal-firing fields: Quantum path-integral with serial shocks
- %J International Journal of Innovative Research in Information Security
- %V 4
- %N 2
- %P 14-22
- %D 2017
- %O URL https://www.ingber.com/path17_quantum_pathint_shocks.pdf
- Links path17_quantum_pathint_shocks.pdf with smni17_quantum_pathint_shocks.pdf and markets17_quantum_pathint_shocks.pdf
- Supplemental Graphs for this project are in path17_quantum_pathint_shocks_supp.pdf
- markets17_quantum_options_shocks.pdf
- %A L. Ingber
- %T Options on quantum money: Quantum path-integral with serial shocks
- %J International Journal of Innovative Research in Information Security
- %V 4
- %N 2
- %P 7-13
- %D 2017
- %O URL https://www.ingber.com/path17_quantum_options_shocks.pdf
- Links path17_quantum_options_shocks.pdf.pdf with markets17_quantum_options_shocks.pdf.pdf
- markets17_qpathint.pdf
- %A L. Ingber
- %T Quantum Path-Integral qPATHINT Algorithm
- %J The Open Cybernetics Systemics Journal
- %V 11
- %P 119-133
- %D 2017
- %O URL https://www.ingber.com/path17_qpathint.pdf
- Links path17_qpathint.pdf with smni17_qpathint.pdf and markets17_qpathint.pdf
- markets18_qpathint_lecture.pdf
- %A L. Ingber
- %T Quantum Variables in Finance and Neuroscience
- %R Lecture Plates 2018:QVFN
- %I Lester Ingber Research
- %C Ashland, OR
- %D 2018
- %O URL https://www.ingber.com/path18_qpathint_lecture.pdf
- Links path18_qpathint_lecture.pdf with smni18_qpathint_lecture.pdf and markets18_qpathint_lecture.pdf
- Headers are in color to enable easy identification of sub-headers, etc. However, a black and white version is available by request.
- markets18_qpathint.pdf
- %A L. Ingber
- %T Quantum Variables in Finance and Neuroscience II
- %R Report 2018:FNQV
- %I Lester Ingber Research
- %C Ashland, OR
- %D 2018
- %O URL https://www.ingber.com/path18_qpathint.pdf
- Links path18_qpathint.pdf with smni18_qpathint.pdf and markets18_qpathint.pdf
- markets18_quantum_options.pdf
- %A L. Ingber
- %T Quantum path integral for financial options
- %R Report 2018:QPIO
- %I Lester Ingber Research
- %C Ashland, OR
- %D 2018
- %O URL https://www.ingber.com/markets18_quantum_options.pdf
- Links path18_quantum_options.pdf with markets18_quantum_options.pdf
- markets19_bid_ask_prob.pdf
- %A L. Ingber
- %T Developing bid-ask probabilities for high-frequency trading
- %J Artificial Intelligence Evolution
- %V 1
- %N 1
- %P 1-10
- %D 2019
- %O URL https://www.ingber.com/markets19_bid_ask_prob.pdf
- Links path19_bid_ask_prob.pdf with markets19_bid_ask_prob.pdf

- [To-Top-of-Archive]

- nuclear65_nonadiabatic.pdf
- %A L. Ingber
- %T Non-adiabatic corrections to the method of stationary states
- %J Phys. Rev. A
- %V 139
- %P 35-39
- %D 1965
- %O URL https://www.ingber.com/nuclear65_nonadiabatic.pdf
- (This file may only be shared for research.)
This was my first publication in a physics journal.

- nuclear67_ThesisPhD.pdf
- %A L. Ingber
- %T One-meson-exchange potentials and properties of nucleon-nucleon scattering and of nuclear matter
- %R Ph.D. Thesis
- %I UC San Diego
- %C La Jolla, CA
- %D 1967
- %O URL https://www.ingber.com/nuclear67_ThesisPhD.pdf
- nuclear68_forces.pdf
- %A L. Ingber
- %T Nuclear Forces
- %J Physical Review
- %V 174
- %P 1250-1263
- %D 1968
- %O URL https://www.ingber.com/nuclear68_forces.pdf
- (This file may only be shared for research.)
The 1968 paper nuclear68_forces.pdf above is based on my 1967 Ph.D. thesis.

Three papers from 1983-1986 calculated a contribution to the binding energy of nuclear matter induced by nonlinearities of realistic momentum-dependent nucleon-nucleon interactions, enhancing calculations I published in the 1960's based on my 1967 Ph.D. thesis (e.g., the 1968 paper nuclear68_forces.pdf above). Those calculations used such interactions to detail properties of nucleon-nucleon scattering, deuteron bound state, nuclear matter, and neutron stars.

- nuclear83_riemann.pdf
- %A L. Ingber
- %T Riemannian corrections to velocity-dependent nuclear forces
- %J Physical Review C
- %V 28
- %P 2536-2539
- %D 1983
- %O URL https://www.ingber.com/nuclear83_riemann.pdf
- (This file may only be shared for research.)
- nuclear84_riemann.pdf and nuclear84_riemann.ps.gz
- %A L. Ingber
- %T Path-integral Riemannian contributions to nuclear Schrodinger equation
- %J Physical Review D
- %V 29
- %P 1171-1174
- %D 1984
- %O URL https://www.ingber.com/nuclear84_riemann.pdf
- nuclear86_riemann.pdf and nuclear86_riemann.ps.gz
- %A L. Ingber
- %T Riemannian contributions to short-ranged velocity-dependent nucleon-nucleon interactions
- %J Physical Review D
- %V 33
- %P 3781-3784
- %D 1986
- %O URL https://www.ingber.com/nuclear86_riemann.pdf

- [To-Top-of-Archive]

Papers markets84_statmech.pdf, markets91_interest.pdf and smni91_eeg.pdf contain an Appendix giving a compact derivation of the path-integral Lagrangian representation equivalent to the Langevin rate-equation and Fokker-Planck/Schroedinger-type representations for multivariate systems with nonlinear drifts and diffusions.

The PATHINT code as it was used in L. Ingber and P.L. Nunez, "Statistical mechanics of neocortical interactions: High resolution path-integral calculation of short-term memory," Physical Review E 51 (5), 5074-5083 (1995). [ URL smni95_stm.pdf ] is listed in https://www.ingber.com/private/CODE/PATHINT_1995_STM .

. Note that modifcations of this code also was used in L. Ingber and J.K. Wilson, "Volatility of volatility of financial markets," Mathematical Computer Modelling 29 (5), 39-57 (1999). [ URL markets99_vol.pdf ] and in L. Ingber, R. Srinivasan, and P.L. Nunez, "Path-integral evolution of chaos embedded in noise: Duffing neocortical analog," Mathematical Computer Modelling 23 (3), 43-53 (1996). [ URL path96_duffing.pdf ] and in (for precursor of this code) L. Ingber, H. Fujio, and M.F. Wehner, ``Mathematical comparison of combat computer models to exercise data,'' Mathematical Computer Modelling 15 (1), 65-90 (1991). [ URL https://www.ingber.com/combat91_data.pdf ]

The PATHTREE code as it was used in L. Ingber, C. Chen, R.P. Mondescu, D. Muzzall, and M. Renedo, "Probability tree algorithm for general diffusion processes," Physical Review E 64 (5), 056702-056707 (2001). [ URL https://www.ingber.com/path01_pathtree.pdf ] is listed in https://www.ingber.com/private/CODE/PATHTREE_2002 .

See lir_computational_physics_group.html .

- path86_GinsburgLandau.pdf
- %A L. Ingber
- %T Noise-induced extrema in time-dependent Ginsburg-Landau systems
- %J Math. Modelling
- %V 7
- %P 525-528
- %D 1986
- %O URL https://www.ingber.com/path86_GinsburgLandau.pdf
- path91_data.pdf and path91_data.ps.gz
- %A L. Ingber
- %A H. Fujio
- %A M.F. Wehner
- %T Mathematical comparison of combat computer models to exercise data
- %J Mathematical Computer Modelling
- %V 15
- %N 1
- %P 65-90
- %D 1991
- %O URL https://www.ingber.com/combat91_data.pdf
Also see PATHINT-CODE .

- Links combat91_data.pdf and combat91_data.ps.gz with path91_data.pdf and path91_data.ps.gz
- path94_stm.pdf and path94_stm.ps.gz
- %A L. Ingber
- %T Statistical mechanics of neocortical interactions: Path-integral evolution of short-term memory
- %J Physical Review E
- %V 49
- %N 5B
- %D 1994
- %P 4652-4664
- %O URL https://www.ingber.com/smni94_stm.pdf
- Higher resolution calculations performed with a supercomputer are presented in path95_stm.pdf (Links smni95_stm.pdf and smni95_stm.ps.gz with path95_stm.pdf and path95_stm.ps.gz )
- Links smni94_stm.pdf and smni94_stm.ps.gz with path94_stm.pdf and
path94_stm.ps.gz
Also see PATHINT-CODE .

- path95_nonl.pdf and path95_nonl.ps.gz
- %A L. Ingber
- %T Path-integral evolution of multivariate systems with moderate noise
- %J Physical Review E
- %V 51
- %N 2
- %P 1616-1619
- %D 1995
- %O URL https://www.ingber.com/path95_nonl.pdf
Also see PATHINT-CODE .

- path95_stm.pdf and path95_stm.ps.gz
- %A L. Ingber
- %A P.L. Nunez
- %T Statistical mechanics of neocortical interactions: High resolution path-integral calculation of short-term memory
- %J Physical Review E
- %V 51
- %N 5
- %P 5074-5083
- %D 1995
- %O URL https://www.ingber.com/smni95_stm.pdf
- Links smni95_stm.pdf and smni95_stm.ps.gz with path95_stm.pdf and
path95_stm.ps.gz
Also see PATHINT-CODE .

- path96_duffing.pdf and path96_duffing.ps.gz
- %A L. Ingber
- %A R. Srinivasan
- %A P.L. Nunez
- %T Path-integral evolution of chaos embedded in noise: Duffing neocortical analog
- %J Mathematical Computer Modelling
- %V 23
- %N 3
- %P 43-53
- %D 1996
- %O URL https://www.ingber.com/path96_duffing.pdf
Also see PATHINT-CODE .

- path98_datamining.pdf and path98_datamining.ps.gz
- %A L. Ingber
- %T Data mining and knowledge discovery via statistical mechanics in nonlinear stochastic systems
- %J Mathematical Computer Modelling
- %V 27
- %N 3
- %P 9-31
- %D 1998
- %O URL https://www.ingber.com/path98_datamining.pdf
- path00_exp.pdf and path00_exp.ps.gz
- %A L. Ingber
- %A J.K. Wilson
- %T Statistical mechanics of financial markets: Exponential modifications to Black-Scholes
- %J Mathematical Computer Modelling
- %V 31
- %N 8/9
- %P 167-192
- %D 2000
- %O URL https://www.ingber.com/markets00_exp.pdf
Also see PATHINT-CODE .

- Links markets00_exp.pdf and markets00_exp.ps.gz with path00_exp.pdf and path00_exp.ps.gz
- path00_highres.pdf and path00_highres.ps.gz
- %A L. Ingber
- %T High-resolution path-integral development of financial options
- %J Physica A
- %V 283
- %N 3-4
- %P 529-558
- %D 2000
- %O URL https://www.ingber.com/markets00_highres.pdf
Also see PATHINT-CODE .

- Links markets00_highres.pdf and markets00_highres.ps.gz with path00_highres.pdf and path00_highres.ps.gz
- path01_pathtree.pdf and path01_pathtree.ps.gz
- %A L. Ingber
- %A C. Chen
- %A R.P. Mondescu
- %A D. Muzzall
- %A M. Renedo
- %T Probability tree algorithm for general diffusion processes
- %J Physical Review E
- %V 64
- %N 5
- %P 056702-056707
- %D 2001
- %O URL https://www.ingber.com/path01_pathtree.pdf
Also see PATHTREE-CODE .

- My PATHTREE algorithm, like my PATHINT code, accurately propagates quite generally nonlinear multiplicative-noise probability distributions defined as a path integral, but PATHTREE is very fast and very easy to implement.
- Links path01_pathtree.pdf and path01_pathtree.ps.gz with markets01_pathtree.pdf and markets01_pathtree.ps.gz .
- path01_lecture.html
- %A L. Ingber
- %T Adaptive Simulated Annealing (ASA) and Path-Integral (PATHINT) Algorithms: Generic Tools for Complex Systems
- %R ASA-PATHINT Lecture Plates
- %I Lester Ingber Research
- %D 2001
- %O Invited talk U Calgary, Canada, April 2001. URL https://www.ingber.com/asa01_lecture.pdf
- path01_lecture.pdf
and path01_lecture.ps.gz,
offers an alternative PDF or PostScript format.
Also see PATHINT-CODE .

- Links asa01_lecture.html, asa01_lecture.pdf and asa01_lecture.ps.gz, with path01_lecture.html, path01_lecture.pdf and path01_lecture.ps.gz
- path10_multiple_scales.pdf
- %A L. Ingber
- %A P.L. Nunez
- %T Neocortical Dynamics at Multiple Scales: EEG Standing Waves, Statistical Mechanics, and Physical Analogs
- %J Mathematical Biosciences
- %D 2010
- %O URL https://www.ingber.com/path10_multiple_scales.pdf
- This paper includes PATHINT evolution of probability distributions of columnar activity with explicit oscillatory firings, and integration of such mesoscopic processes with global brain EEG activity.
- Links smni10_multiple_scales.pdf with path10_multiple_scales.pdf.
- path16_quantum_path.pdf
- %A L. Ingber
- %T Path-integral quantum PATHTREE algorithm
- %J International Journal of Innovative Research in Information Security
- %V 3
- %N 5
- %P 1-15
- %D 2016
- %O URL https://www.ingber.com/path16_quantum_path.pdf
- Links path16_quantum_path.pdf with smni16_quantum_path.pdf and markets16_quantum_path.pdf
- path17_quantum_pathint_shocks.pdf
- %A L. Ingber
- %T Evolution of regenerative Ca-ion wave-packet in neuronal-firing fields: Quantum path-integral with serial shocks
- %J International Journal of Innovative Research in Information Security
- %V 4
- %N 2
- %P 14-22
- %D 2017
- %O URL https://www.ingber.com/path17_quantum_pathint_shocks.pdf
- Links path17_quantum_pathint_shocks.pdf with smni17_quantum_pathint_shocks.pdf and markets17_quantum_pathint_shocks.pdf
- Supplemental Graphs for this project are in path17_quantum_pathint_shocks_supp.pdf
- path17_quantum_options_shocks.pdf
- %A L. Ingber
- %T Options on quantum money: Quantum path-integral with serial shocks
- %J International Journal of Innovative Research in Information Security
- %V 4
- %N 2
- %P 7-13
- %D 2017
- %O URL https://www.ingber.com/path17_quantum_options_shocks.pdf
- Links path17_quantum_options_shocks.pdf.pdf with markets17_quantum_options_shocks.pdf.pdf
- path17_qpathint.pdf
- %A L. Ingber
- %T Quantum Path-Integral qPATHINT Algorithm
- %J The Open Cybernetics Systemics Journal
- %V 11
- %P 119-133
- %D 2017
- %O URL https://www.ingber.com/path17_qpathint.pdf
- Links path17_qpathint.pdf with smni17_qpathint.pdf and markets17_qpathint.pdf
- path18_qpathint_lecture.pdf
- %A L. Ingber
- %T Quantum Variables in Finance and Neuroscience
- %R Lecture Plates 2018:QVFN
- %I Lester Ingber Research
- %C Ashland, OR
- %D 2018
- %O URL https://www.ingber.com/path18_qpathint_lecture.pdf
- Links path18_qpathint_lecture.pdf with smni18_qpathint_lecture.pdf and markets18_qpathint_lecture.pdf
- Headers are in color to enable easy identification of sub-headers, etc. However, a black and white version is available by request.
- path18_qpathint.pdf
- %A L. Ingber
- %T Quantum Variables in Finance and Neuroscience II
- %R Report 2018:FNQV
- %I Lester Ingber Research
- %C Ashland, OR
- %D 2018
- %O URL https://www.ingber.com/path18_qpathint.pdf
- Links path18_qpathint.pdf with smni18_qpathint.pdf and markets18_qpathint.pdf
- path18_quantum_options.pdf
- %A L. Ingber
- %T Quantum path integral for financial options
- %R Report 2018:QPIO
- %I Lester Ingber Research
- %C Ashland, OR
- %D 2018
- %O URL https://www.ingber.com/path18_quantum_options.pdf
- Links path18_quantum_options.pdf with markets18_quantum_options.pdf
- path19_bid_ask_prob.pdf
- %A L. Ingber
- %T Developing bid-ask probabilities for high-frequency trading
- %J Artificial Intelligence Evolution
- %V 1
- %N 1
- %P (to be published)
- %D 2019
- %O URL https://www.ingber.com/markets19_bid_ask_prob.pdf
- Links path19_bid_ask_prob.pdf with markets19_bid_ask_prob.pdf

- [To-Top-of-Archive]

The spline-Laplacian code as it was used in L. Ingber, ``Statistical mechanics of neocortical interactions: Large- scale EEG influences on molecular processes,'' Journal of Theoretical Biology (2016). [ URL smni16_large-scale_molecular.pdf ] is listed in https://www.ingber.com/private/CODE/spline-Laplacian_2015 .

- smni72_learning.pdf
- %A L. Ingber
- %T Editorial: Learning to learn
- %J Explore
- %V 7
- %P 5-8
- %D 1972
- %O URL https://www.ingber.com/smni72_learning.pdf
- Links smni72_learning.pdf with karate72_learning.pdf.
- smni81_attention.pdf
- %A L. Ingber
- %T Attention, physics and teaching
- %J Journal Social Biological Structures
- %V 4
- %P 225-235
- %D 1981
- %O URL https://www.ingber.com/smni81_attention.pdf
- (This file may only be shared for research.)
- This paper describes a methodology and implementation of teaching a full curriculum of academics, fine arts and physical disciplines, also tested as described in smni72_learning.pdf, based in part on a similar methodology I developed for teaching karate, in turn based on my brain research.
- Links smni81_attention.pdf with karate81_attention.pdf
- smni81_unified.pdf
- %A L. Ingber
- %T Towards a unified brain theory
- %J Journal Social Biological Structures
- %V 4
- %P 211-224
- %D 1981
- %O URL https://www.ingber.com/smni81_unified.pdf
- (This file may only be shared for research.)
- smni82_reader.pdf
- %A Lester Ingber
- %T Prediction of neural implants
- %B The Reader
- %C Del Mar, CA
- %D 8 Jan 1982
- %O URL https://www.ingber.com/smni82_reader.pdf
- smni82_basic.pdf and smni82_basic.ps.gz
- %A L. Ingber
- %T Statistical mechanics of neocortical interactions. I. Basic formulation
- %J Physica D
- %V 5
- %P 83-107
- %D 1982
- %O URL https://www.ingber.com/smni82_basic.pdf
- smni82_basic is a detailed mathematical presentation of smni81_unified.
- smni83_dynamics.pdf and smni83_dynamics.ps.gz
- %A L. Ingber
- %T Statistical mechanics of neocortical interactions. Dynamics of synaptic modification
- %J Physical Review A
- %V 28
- %P 395-416
- %D 1983
- %O URL https://www.ingber.com/smni83_dynamics.pdf
- smni83_dynamics was the first paper on the brain published in Physical Review.
- smni84_stm.pdf and smni84_stm.ps.gz
- %A L. Ingber
- %T Statistical mechanics of neocortical interactions. Derivation of short-term-memory capacity
- %J Physical Review A
- %V 29
- %P 3346-3358
- %D 1984
- %O URL https://www.ingber.com/smni84_stm.pdf
- The Appendix contains more details on calculations in the 1982 and 1983 SMNI papers.
- smni85_eeg.pdf and smni85_eeg.ps.gz
- %A L. Ingber
- %T Statistical mechanics of neocortical interactions. EEG dispersion relations
- %J IEEE Transactions Biomedical Engineering
- %V 32
- %P 91-94
- %D 1985
- %O URL https://www.ingber.com/smni95_eeg.pdf
- smni85_stm.pdf and smni85_stm.ps.gz
- %A L. Ingber
- %T Statistical mechanics of neocortical interactions: Stability and duration of the 7+-2 rule of short-term-memory capacity
- %J Physical Review A
- %V 31
- %P 1183-1186
- %D 1985
- %O URL https://www.ingber.com/smni85_stm.pdf
- smni91_eeg.pdf and smni91_eeg.ps.gz
- %A L. Ingber
- %T Statistical mechanics of neocortical interactions: A scaling paradigm applied to electroencephalography
- %J Physical Review A
- %N 6
- %V 44
- %P 4017-4060
- %D 1991
- %O URL https://www.ingber.com/smni91_eeg.pdf
- smni92_mnn.pdf and smni92_mnn.ps.gz
- %A L. Ingber
- %T Generic mesoscopic neural networks based on statistical mechanics of neocortical interactions
- %J Physical Review A
- %V 45
- %N 4
- %P R2183-R2186
- %D 1992
- %O URL https://www.ingber.com/smni92_mnn.pdf
- Links smni92_mnn.pdf and smni92_mnn.ps.gz with asa92_mnn.pdf and asa92_mnn.ps.gz
- smni94_stm.pdf and smni94_stm.ps.gz
- %A L. Ingber
- %T Statistical mechanics of neocortical interactions: Path-integral evolution of short-term memory
- %J Physical Review E
- %V 49
- %N 5B
- %D 1994
- %P 4652-4664
- %O URL https://www.ingber.com/smni94_stm.pdf
- Higher resolution calculations performed with a supercomputer are in smni95_stm.pdf. (Links smni95_stm.pdf and smni95_stm.ps.gz with path95_stm.pdf and path95_stm.ps.gz )
- Links smni94_stm.pdf and smni94_stm.ps.gz with path94_stm.pdf and
path94_stm.ps.gz
Also see PATHINT-CODE .

- smni95_images.pdf and smni95_images.ps.gz
- %A L. Ingber
- %T Multiple scales of brain-mind interaction
- %J Behavioral and Brain Sciences
- %V 18
- %N 2
- %P 360-362
- %D 1995
- %O URL https://www.ingber.com/smni95_images.pdf
- Invited commentary on Images of Mind, by M.I. Posner and M.E. Raichle.
- smni95_scales.pdf and smni95_scales.ps.gz
- %A L. Ingber
- %T Statistical mechanics of multiple scales of neocortical interactions
- %B Neocortical Dynamics and Human EEG Rhythms
- %E P.L. Nunez
- %I Oxford University Press
- %C New York, NY
- %P 628-681
- %D 1995
- %O ISBN 0-19-505728-7. URL https://www.ingber.com/smni95_scales.pdf
- smni95_stm.pdf and smni95_stm.ps.gz
- %A L. Ingber
- %A P.L. Nunez
- %T Statistical mechanics of neocortical interactions: High resolution path-integral calculation of short-term memory
- %J Physical Review E
- %V 51
- %N 5
- %P 5074-5083
- %D 1995
- %O URL https://www.ingber.com/smni95_stm.pdf
- Links smni95_stm.pdf and smni95_stm.ps.gz with path95_stm.pdf and
path95_stm.ps.gz
Also see PATHINT-CODE .

- smni95_stm40hz.pdf and smni95_stm40hz.ps.gz
- %A L. Ingber
- %T Statistical mechanics of neocortical interactions: Constraints on 40 Hz models of short-term memory
- %J Physical Review E
- %V 52
- %N 4
- %D 1995
- %P 4561-4563
- %O URL https://www.ingber.com/smni95_stm40hz.pdf
- smni96_eeg.pdf and smni96_eeg.ps.gz
- %A L. Ingber
- %T Statistical mechanics of neocortical interactions: Multiple scales of EEG
- %B Frontier Science in EEG: Continuous Waveform Analysis (Electroencephalography Clinical Neurophysiology Suppl. 45)
- %E R.M. Dasheiff and D.J. Vincent
- %I Elsevier
- %C Amsterdam
- %D 1996
- %P 79-112
- %O URL https://www.ingber.com/smni96_eeg.pdf
- Invited talk to the Frontier Science in EEG Symposium, New Orleans, 9 Oct 1993. The listing of other contributors to this supplement is in smni96_dasheiff_vincent.txt
- smni96_nonlinear.pdf and smni96_nonlinear.ps.gz
- %A L. Ingber
- %T Nonlinear nonequilibrium nonquantum nonchaotic statistical mechanics of neocortical interactions
- %J Behavioral and Brain Sciences
- %V 19
- %N 2
- %P 300-301
- %D 1996
- %O URL https://www.ingber.com/smni96_nonlinear.pdf
- Invited commentary on Dynamics of the brain at global and microscopic scales: Neural networks and the EEG, by J.J. Wright and D.T.J. Liley.
- smni97_cmi.pdf and smni97_cmi.ps.gz
- %A L. Ingber
- %T Statistical mechanics of neocortical interactions: Canonical momenta indicators of electroencephalography
- %J Physical Review E
- %V 55
- %N 4
- %P 4578-4593
- %D 1997
- %O URL https://www.ingber.com/smni97_cmi.pdf
- Raw EEG data used for this study can be freely downloaded, as described in smni97_eeg_data.html and https://archive.ics.uci.edu/ml/datasets/EEG+Database
- Additional results (tables of ASA-fitted parameters and 60 files containing 240 PostScript graphs) are contained in smni97_eeg_cmi.tar.gz .
- smni97_lecture.pdf and smni97_lecture.ps.gz
- %A L. Ingber
- %T Statistical mechanics of neocortical interactions (SMNI)
- %R SMNI Lecture Plates
- %I Lester Ingber Research
- %C Chicago, IL
- %D 1997
- %O URL https://www.ingber.com/smni97_lecture.pdf
- smni98_cmi_test.pdf and smni98_cmi_test.ps.gz
- %A L. Ingber
- %T Statistical mechanics of neocortical interactions: Training and testing canonical momenta indicators of EEG
- %J Mathematical Computer Modelling
- %V 27
- %N 3
- %P 33-64
- %D 1998
- %O URL https://www.ingber.com/smni98_cmi_test.pdf
- Raw EEG data used for this study can be freely downloaded, as described in smni97_eeg_data.html
- Additional results (tables of ASA-fitted parameters and 60 files containing 240 PostScript graphs) are contained in smni97_eeg_cmi.tar.gz
- smni99_g_factor.pdf and smni99_g_factor.ps.gz
- %A L. Ingber
- %T Statistical mechanics of neocortical interactions: Reaction time correlates of the g factor
- %J Psycholoquy
- %V 10
- %N 068
- %D 1999
- %O URL https://www.ingber.com/smni99_g_factor.pdf
- Invited commentary on The g Factor: The Science of Mental Ability by Arthur Jensen.
- A link to this and other commentaries in html format, and the abstract to the precis by Jensen, followed by ASCII-formatted versions of my commentary and his reply, are in smni00_jensen.txt
- smni00_eeg_rt.pdf and smni00_eeg_rt.ps.gz
- %A L. Ingber
- %T Statistical mechanics of neocortical interactions: EEG correlates of reaction times
- %B Proceedings World Congress on Medical Physics and Biomedical Engineering, July 23-28, 2000
- %I World Congress on Medical Physics and Biomedical Engineering
- %C Chicago, IL
- %D 2000
- %O URL https://www.ingber.com/smni00_eeg_rt.pdf
- smni00_eeg_stm.pdf and smni00_eeg_stm.ps.gz
- %A L. Ingber
- %T Statistical mechanics of neocortical interactions: EEG eigenfunctions of short-term memory
- %J Behavioral and Brain Sciences
- %V 23
- %N 3
- %P 403-405
- %D 2000
- %O URL https://www.ingber.com/smni00_eeg_stm.pdf
- Invited commentary on Toward a Quantitative Description of Large-Scale Neocortical Dynamic Function and EEG, by P.L. Nunez.
- smni01_lecture.html
- %A L. Ingber
- %T Statistical Mechanics of Neocortical Interactions (SMNI): Multiple Scales of Short-Term Memory and EEG Phenomena
- %R SMNI Lecture Plates
- %I Lester Ingber Research
- %D 2001
- %O Invited talk U Calgary, Canada, April 2001. URL https://www.ingber.com/smni01_lecture.pdf
- smni01_lecture.pdf and smni01_lecture.ps.gz offers an alternative PDF or PostScript format.
- smni06_ism.pdf
- %A L. Ingber
- %T Ideas by statistical mechanics (ISM)
- %R Report 2006:ISM
- %I Lester Ingber Research
- %D 2006
- %O URL https://www.ingber.com/smni06_ism.pdf
- ISM integrates previous projects to model evolution and propagation of ideas/patterns throughout populations subjected to endogenous and exogenous interactions. A short version appears as "AI and Ideas by Statistical Mechanics (ISM)" in the Encyclopedia of Artificial Intelligence, pp. 58-64 (2008), and details in this paper appear in "Ideas by Statistical Mechanics (ISM),", Journal of Integrated Systems Design and Process Science, Vol. 11, No. 3, pp. 31-54 (2007), Special Issue: Biologically Inspired Computing.
- Links smni06_ism.pdf with asa06_ism.pdf and markets06_ism.pdf
- smni06_ppi.pdf
- %A L. Ingber
- %T Statistical mechanics of neocortical interactions: Portfolio of physiological indicators
- %R Report 2006:PPI
- %I Lester Ingber Research
- %D 2006
- %O URL https://www.ingber.com/smni06_ppi.pdf
- A modified paper is published in The Open Cybernetics Systemics Journal, vol. 3(14), pp. 13-26 (2009), URL https://dx.doi.org/10.2174/1874110x00903010013
- PPI is used in the context of developing experimental data for testing theories of neocortical interactions in an invited paper referenced below, "Statistical mechanics of neocortical interactions (SMNI): Testing theories with multiple imaging data" in smni08_tt.pdf below.
- smni07_timedelays.pdf
- %A L. Ingber
- %T Statistical mechanics of neocortical interactions: Time delays
- %R Report 2007:TD
- %I Lester Ingber Research
- %D 2007
- %O URL https://www.ingber.com/smni07_timedelays.pdf
- smni08_tt.pdf
- %A L. Ingber
- %T Statistical mechanics of neocortical interactions (SMNI): Testing theories with multiple imaging data
- %J NeuroQuantology Journal
- %V 6
- %N 2
- %D 2008
- %P 97-104
- %O Invited paper. URL https://www.ingber.com/smni08_tt.pdf
- smni09_columnar_eeg.pdf
- %A L. Ingber
- %T Statistical mechanics of neocortical interactions: Columnar EEG
- %R Report 2009:CEEG
- %I Lester Ingber Research
- %D 2009
- %O URL https://www.ingber.com/smni09_columnar_eeg.pdf
- This early report considered oscillations in quasi-linearized Euler-Lagrange equations. The subsequent study in smni09_nonlin_column_eeg.pdf considers the full nonlinear system and gives more background and implications of the calculations. The study after that in smni10_multiple_scales.pdf includes definitive calculations using PATHINT to evolve multivariate probability distributions of firing states.
- smni09_nonlin_column_eeg.pdf
- %A L. Ingber
- %T Statistical mechanics of neocortical interactions: Nonlinear columnar electroencephalography
- %J NeuroQuantology Journal
- %V 7
- %N 4
- %P 500-529
- %D 2009
- %O URL https://www.ingber.com/smni09_nonlin_column_eeg.pdf
The next study in smni10_multiple_scales.pdf includes definitive calculations using PATHINT to evolve multivariate probability distributions of firing states.

- smni10_multiple_scales.pdf
- %A L. Ingber
- %A P.L. Nunez
- %T Neocortical Dynamics at Multiple Scales: EEG Standing Waves, Statistical Mechanics, and Physical Analogs
- %J Mathematical Biosciences
- %D 2010
- %O URL https://www.ingber.com/smni10_multiple_scales.pdf
- This paper includes PATHINT evolution of probability distributions of columnar activity with explicit oscillatory firings, and integration of such mesoscopic processes with global brain EEG activity.
- Links smni10_multiple_scales.pdf with path10_multiple_scales.pdf.
- smni11_cog_comp.pdf
- %A L. Ingber
- %T Computational algorithms derived from multiple scales of neocortical processing
- %B Pointing at Boundaries: Integrating Computation and Cognition on Biological Grounds
- %E A. Pereira, Jr.
- %E E. Massad
- %E N. Bobbitt
- %I Springer
- %C New York
- %D 2011
- %O Invited Paper. URL https://www.ingber.com/smni11_cog_comp.pdf and https://dx.doi.org/10.1007/s12559-011-9105-4
- smni11_stm_scales.pdf
- %A L. Ingber
- %T Columnar EEG magnetic influences on molecular development of short-term memory
- %B Short-Term Memory: New Research
- %E G. Kalivas
- %E S.F. Petralia
- %D 2012
- %P 37-72
- %I Nova
- %C Hauppauge, NY
- %O Invited Paper. URL https://www.ingber.com/smni11_stm_scales.pdf
- (This file may only be shared for research.)
- smni12_vectpot.pdf
- %A L. Ingber
- %T Influence of macrocolumnar EEG on Ca waves
- %J Current Progress Journal
- %D 2012
- %V 1
- %N 1
- %P 4-8
- %D 2012
- %O URL https://www.ingber.com/smni12_vectpot.pdf
- smni12_multiscale.pdf
- %A P.L. Nunez
- %A R. Srinivasan
- %A L. Ingber
- %E M.M. Pesenson
- %T Theoretical and experimental electrophysiology in human neocortex: Multiscale correlates of conscious experience
- %B Multiscale Analysis and Nonlinear Dynamics: From genes to the brain
- %D 2013
- %P 149-178
- %I Wiley
- %C New York
- %O URL https://dx.doi.org/10.1002/9783527671632.ch06
- This report is not online as a reprint. Contact me for more information.
- smni13_eeg_ca_lect.pptx and smni13_eeg_ca_lect.pdf
- %A L. Ingber
- %R Report 2013:LFIC
- %T Electroencephalographic (EEG) influence on Ca
^{2+}waves: Lecture plates - %D 2013
- %I Lester Ingber Research
- %C Ashland, OR
- %O 2nd World Neuroscience Online Conference 18 June 2013. URL https://www.ingber.com/smni13_eeg_ca_lect.pptx and https://www.ingber.com/smni13_eeg_ca_lect.pdf
- smni14_eeg_ca.pdf
- %A L. Ingber
- %A M. Pappalepore
- %A R.R. Stesiak
- %J Journal of Theoretical Biology
- %T Electroencephalographic field influence on calcium momentum waves
- %V 343
- %P 138-153
- %D 2014
- %O URL https://www.ingber.com/smni14_eeg_ca.pdf and https://dx.doi.org/10.1016/j.jtbi.2013.11.002
- Graphs and Supplemental Analysis for this project are in smni14_eeg_ca_supp.pdf
- Reviews leading to publication of this paper, and some subsequent XSEDE.org, UCSD.edu and SDSC.edu Press Releases are in smni14_eeg_ca_JTB_reviews.txt . E.g., see https://www.xsede.org/mechanism-of-short-term-memory , https://www.sdsc.edu/News%20Items/PR041414_short_term_memory.html , and https://ucsdnews.ucsd.edu/pressrelease/the_mechanism_of_short_term_memory .
- A short 5-minute audio-slide presentation accompanies this paper smni14_eeg_ca_audio-slides.mp4

or slides only smni14_eeg_ca_slides.pdf - smni14_conscious_scales_lect.pptx and smni14_conscious_scales_lect.pdf
- %A L. Ingber
- %R Report 2014:LFIC
- %T Influences on consciousness from multiple scales of neocortical interactions: Lecture plates
- %D 2014
- %I Lester Ingber Research
- %C Ashland, OR
- %O 3rd World Neuroscience Online Conference 17 June 2014. URL https://www.ingber.com/smni14_conscious_scales_lect.pptx and https://www.ingber.com/smni14_conscious_scales_lect.pdf
- smni15_milint.pdf
- %A L. Ingber
- %T Biological Impact on Military Intelligence: Application or Metaphor?
- %J International Journal of Intelligent Defence Support Systems
- %V 5
- %N 3
- %P 173-185
- %D 2015
- %O URL https://www.ingber.com/smni15_milint.pdf
- Links combat15_milint.pdf with smni15_milint.pdf
- smni15_synergy.pdf
- %A L. Ingber
- %T Synergy among multiple scales of neocortical interactions
- %R Report 2015:SCSM
- %D 2015
- %I Lester Ingber Research
- %C Ashland, OR
- %O URL https://www.ingber.com/smni15_synergy.pdf
- This short paper is intended to be primarily an Executive Summary of previous papers smni14_eeg_ca.pdf and smni15_calc_conscious.pdf
- smni15_calc_conscious.pdf
- %A L. Ingber
- %T Calculating consciousness correlates at multiple scales of neocortical interactions
- %B Horizons in Neuroscience Research
- %E A. Costa
- %E E. Villalba
- %I Nova
- %C Hauppauge, NY
- %D 2015
- %P 153-186
- %O Invited paper. URL https://www.ingber.com/smni15_calc_conscious.pdf
- smni16_large-scale_molecular.pdf
- %A L. Ingber
- %T Statistical mechanics of neocortical interactions: Large-scale EEG influences on molecular processes
- %J Journal of Theoretical Biology
- %V 395
- %P 144-152
- %D 2016
- %O URL https://www.ingber.com/smni16_large-scale_molecular.pdf
- Graphs for data used in this project are in smni16_large-scale_molecular_EEGgraphs.pdf
Also see SMNI-CODE .

- smni16_quantum_path.pdf
- %A L. Ingber
- %T Path-integral quantum PATHTREE and PATHINT algorithms
- %J International Journal of Innovative Research in Information Security
- %V 3
- %N 5
- %P 1-39
- %D 2016
- %O URL https://www.ingber.com/path16_quantum_path.pdf
- Links path16_quantum_path.pdf with smni16_quantum_path.pdf and markets16_quantum_path.pdf
- smni17_quantum_pathint_shocks.pdf
- %A L. Ingber
- %T Evolution of regenerative Ca-ion wave-packet in neuronal-firing fields: Quantum path-integral with serial shocks
- %J International Journal of Innovative Research in Information Security
- %V 4
- %N 2
- %P 14-22
- %D 2017
- %O URL https://www.ingber.com/path17_quantum_pathint_shocks.pdf
- Links path17_quantum_pathint_shocks.pdf with smni17_quantum_pathint_shocks.pdf and markets17_quantum_pathint_shocks.pdf
- Supplemental Graphs for this project are in path17_quantum_pathint_shocks_supp.pdf
- smni17_qpathint.pdf
- %A L. Ingber
- %T Quantum Path-Integral qPATHINT Algorithm
- %J The Open Cybernetics Systemics Journal
- %V 11
- %P 119-133
- %D 2017
- %O URL https://www.ingber.com/path17_qpathint.pdf
- Links path17_qpathint.pdf with smni17_qpathint.pdf and markets17_qpathint.pdf
- smni18_qpathint_lecture.pdf
- %A L. Ingber
- %T Quantum Variables in Finance and Neuroscience
- %R Lecture Plates 2018:QVFN
- %I Lester Ingber Research
- %C Ashland, OR
- %D 2018
- %O URL https://www.ingber.com/path18_qpathint_lecture.pdf
- Links path18_qpathint_lecture.pdf with smni18_qpathint_lecture.pdf and markets18_qpathint_lecture.pdf
- Headers are in color to enable easy identification of sub-headers, etc. However, a black and white version is available by request.
- smni18_qpathint.pdf
- %A L. Ingber
- %T Quantum Variables in Finance and Neuroscience II
- %R Report 2018:FNQV
- %I Lester Ingber Research
- %C Ashland, OR
- %D 2018
- %O URL https://www.ingber.com/path18_qpathint.pdf
- Links path18_qpathint.pdf with smni18_qpathint.pdf and markets18_qpathint.pdf
- smni18_quantumCaEEG.pdf
- %A L. Ingber
- %T Quantum calcium-ion interactions with EEG
- %J Sci
- %V 1
- %N 7
- %P 1-21
- %D 2018
- %O URL https://www.ingber.com/smni18_quantumCaEEG.pdf and https://doi.org/10.3390/sci1010020
- A supplemental description of Model of Models (MOM) is in smni18_MOM.pdf
- smni19_ismai.pdf
- %A L. Ingber
- %T Artificial intelligence, ideas by statistical mechanics, and affective modulation of information processing
- %R Report 2019:AIISM
- %D 2019
- %I Lester Ingber Research
- %C Ashland, OR
- %O URL https://www.ingber.com/smni19_ismai.pdf
- smni19_quantum-classical.pdf
- %A L. Ingber
- %T Quantum-Classical interactions: calcium ions and synchronous neural firings
- %R Report 2019:QCICISNF
- %D 2019
- %I Lester Ingber Research
- %C Ashland, OR
- %D 2019
- %O URL https://www.ingber.com/smni19_quantum-classical.pdf

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Lester Ingber <[email protected]> Copyright © 1958-2019 Lester Ingber. All Rights Reserved.

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