Lester Ingber's Archive

Lester Ingber, Ph.D. (Theoretical Physics)

[Lester Ingber] http://www.ingber.com/ & ftp://ftp.ingber.com
[Caltech Alumni] http://alumni.caltech.edu/~ingber/ (mirror)

   E-mail queries may be addressed to
          ingber@ingber.com
          ingber@alumni.caltech.edu

          However, it is necessary to impose severe filters on my email.
          If you do not receive a reply, you can be sure your email is
          received by using the form
          http://www.ingber.com/lester_email.html

          If necessary, special arrangements can be made to transfer
          large files.

   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.txt.
   Donations to support LIR research, and pre-arranged payments for
   services, can be made online at
   LIR-Payment.

   Search ingber.com at ingber_search.html.

   Categories of files in this / directory are
     * AUTHOR: Information on Lester Ingber
     * KARATE: The Art and Science of Karate
     * ASA: Adaptive Simulated Annealing, Optimization, Importance
       Sampling, Nonlinear Systems, Stochastic Systems (ASA-CODE,
       ASA-REPRINTS & ASA-INFO)
     * COMBAT: Statistical Mechanical Analyses of Combat and Simulations
     * MARKETS: Statistical Mechanical Analyses of Financial Markets,
       Bond Futures, Options, Risk, Portfolios, Trading
     * NUCLEAR: Nucleons, Nuclear Matter, Riemannian Interactions Induced
       by Nonlinear Diffusion
     * PATH-INTEGRAL: Path Integrals in Nonlinear Stochastic Systems
     * NEOCORTEX: Statistical Mechanics of Neocortical Interactions,
       Applications to Intelligent Systems
     _________________________________________________________________

   Most URLs have the same WWW and FTP paths under the main / directory,
   but all .html, .gif, and .jpg files are in or under
   http://www.ingber.com/ under WWW. Note that ingber.com provides the
   same access as www.ingber.com under WWW, and to most files via
   ftp.ingber.com under FTP. 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 contain a .pdf and can be
   viewed with Adobe acroread or some PostScript viewers.

   See utils_file_formats.txt for some links to information on gzip,
   PostScript, PDF, tar, and shar utilities. See utils_code.txt for
   additional references to files and instructions for retrieval of
   utilities for DOS, MAC, UNIX, and VMS systems, e.g., access-via-email,
   ftpmail, 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).

INDEXES/ACCESS TO ALL FILES/SUB-DIRECTORIES

   00index.txt
          A formatted ASCII version of the index.html homepage file,
          e.g., for downloading (in case you can't do this conveniently
          with your browser), especially for FTP. Many references to HTML
          files in .html files are translated to references to their
          ASCII (text) counterparts in such files prepared for FTP.

   0files_a.txt
          0files_a.txt contains an alphabetical ordering of publicly
          readable files under www.ingber.com/, giving size, date and
          time (GMT) of last modification. This file does not list other
          files stored under my accounts at other sites, as referenced in
          files given in this homepage.

   0files_t.txt
          0files_t.txt contains a modification-time ordering of publicly
          readable files under www.ingber.com/, giving size, date and
          time (GMT) of last modification. This file does not list other
          files stored under my accounts at other sites, as referenced in
          files given in this homepage.

   netlinks.txt
          This file contains some links to other interesting sites.

   private/index_private.html
          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 and her business Creek
          House Patisserie.

   http://alumni.caltech.edu/~ingber/
          Note that this URL is my mirror homepage, but all listed files
          link to and physically reside on http://www.ingber.com/ .

     _________________________________________________________________

AUTHOR

   ingber_CV.pdf or ingber_CV.ps.gz
          Lester Ingber's Curriculum Vitae

   ingber_CV.txt
          ASCII version of ingber_CV.pdf

   Some projects are described in
          ingber_projects.txt

   Current projects and interests are described in
          ingber_projects_brief.pdf

   A one-minute video introduction is in MPEG1 or AVI formats:
          ingber_projects.mpg
          ingber_projects.avi

   References are given in bibtex and refer format for over 100 papers
          and books in
          ingber.bib.txt (bibtex format),
          ingber.ref.txt (refer format).

   LIR terms of use and downloading policies are discussed in
          ingber_terms.txt

   Some information on our home for sale is in
          ashland4sale.html
          and some information on life in Ashland Oregon is in
          ashland.html

   [BTHS Alumni] I'm an alumnus of Brooklyn Technical High School (BTHS)
          class of 1958.

   [Caltech Alumni] I'm an alumnus of California Institute of Technology
          (Caltech) class of 1962 (Physics).

   ingber82_LegendsOfCaltech.pdf reports just 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 ISBN 0-215-12345-X. URL
          http://www.ingber.com/ingber82_LegendsOfCaltech.pdf

   [UCSD Alumni] I'm an alumnus of UC San Diego (UCSD) Graduate School
          class of 1966 (Theoretical Physics).

   [UCB Alumni] I'm an alumnus of UC Berkeley (UCB), National Science
          Foundation (NSF) Physics Postdoctoral Fellow 1966-1968
          (transferred second year to UC Los Angeles (UCLA)).

   You also can view my Profile on LinkedIn
          [LinkedIn] http://www.linkedin.com/in/ingber

KARATE

   [Lester Ingber]

  Lester Ingber, 8th Dan

   [JKA] 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).
          [Lester Ingber Black Belt]

   karate.txt
          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.

   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
          http://www.ingber.com/karate76_book.html

          http://www.ingber.com/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.

   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 http://www.ingber.com/karate81_book.txt

          karate81_cover.gif is a .gif rendering of the cover.

   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 http://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 from smni81_attention.pdf to karate81_attention.pdf.

   Below are VHS converted tapes of a karate camp with five 1st Dan Black
          Belt students in the Summer of 1982, emphasising 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.
          karate82_exam.mpg
          karate82_Earth.mpg
          karate82_Wind.mpg
          karate82_Fire.mpg
          karate82_Water.mpg
          karate82_Void.mpg

   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
          http://www.ingber.com/karate85_book.html

          Note the mpg files above that recorded development of these
          exercises in 1982.

          http://www.ingber.com/karate85_book.txt is an ASCII-formatted
          version of this file without .jpg photos.

          karate85_cover.pdf or 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.

   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 http://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.

ASA

  ASA-CODE

   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 http://www.ingber.com/#ASA-CODE

   ASA-README.html
          HTML version of the ASA-README file included with the current
          ASA-26.35 code. Cross-references are local to this file, so you
          may view it under a local browser. This file also is the main
          documentation for a mirror of the ASA code (which may not
          always be current) at
          [SourceForge.net] http://asa-caltech.sourceforge.net

   ASA-README.pdf or ASA-README.ps.gz
          PDF ASA-README.pdf and gzip-compressed PostScript ASA-README.ps
          files included with the current ASA-26.35 code.

   ASA-README.txt
          ASCII ASA-README file included with the current ASA-26.35 code.

   ASA.tar.gz
          gzip tarfile of the current ASA-26.35 code. All files expand
          into directory ASA.

   ASA.zip
          zip file of the current ASA-26.35 code. All files are processed
          for DOS format. All files expand into directory ASA.

  ASA-REPRINTS

   asa89_vfsr.pdf or 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 http://www.ingber.com/asa89_vfsr.pdf

   asa92_mnn.pdf or 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 http://www.ingber.com/smni92_mnn.pdf

          Links from smni92_mnn.pdf and smni92_mnn.ps.gz to asa92_mnn.pdf
          and asa92_mnn.ps.gz.

   asa92_saga.pdf or 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 http://www.ingber.com/asa92_saga.pdf

   asa93_sapvt.pdf or 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 http://www.ingber.com/asa93_sapvt.pdf

   asa96_lessons.pdf or 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 http://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
          http://www.ingber.com/asa01_lecture.pdf

          asa01_lecture.pdf or asa01_lecture.ps.gz offers an alternative
          PDF or PostScript format.

          Links from asa01_lecture.html, asa01_lecture.pdf and
          asa01_lecture.ps.gz, to path01_lecture.html, path01_lecture.pdf
          and path01_lecture.ps.gz.

   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 http://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 http://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 from smni06_ism.pdf to asa06_ism.pdf and
          markets06_ism.pdf.

  ASA-INFO

   asa_new.txt
          List of major recent changes in ASA.

   asa_papers.txt
          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.

COMBAT

   combat85_smart.pdf or 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 http://www.ingber.com/combat85_smart.pdf

   combat86_approach.pdf or 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 http://www.ingber.com/combat86_approach.pdf

   combat91_data.pdf or 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 http://www.ingber.com/combat91_data.pdf

          Links from combat91_data.pdf and combat91_data.ps.gz to
          path91_data.pdf and path91_data.ps.gz.

   combat91_human.pdf or 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 http://www.ingber.com/combat91_human.pdf

   combat93_c3sci.pdf or 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
          http://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 or 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 http://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 http://www.ingber.com/combat01_lecture.pdf

          combat01_lecture.pdf or combat01_lecture.ps.gz offers an
          alternative PDF or PostScript format.

MARKETS

   markets84_statmech.pdf or 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 http://www.ingber.com/markets84_statmech.pdf

   markets90_interest.pdf or 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 http://www.ingber.com/markets90_interest.pdf

          markets90_interest was the first paper on finance published in
          Physical Review.

   markets91_interest.pdf or 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 http://www.ingber.com/markets91_interest.pdf

   markets96_brief.pdf or 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 http://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 publication.

   markets96_momenta.pdf or 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
          http://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.txt

   markets96_trading.pdf or 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 http://www.ingber.com/markets96_trading.pdf

   markets98_smfm_appl.pdf or 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 http://www.ingber.com/markets98_smfm_appl.pdf

   markets98_lecture.pdf or 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
          http://www.ingber.com/markets98_lecture.pdf

   markets99_spread.pdf or 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 http://www.ingber.com/markets99_spread.pdf

   markets99_vol.pdf or 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 http://www.ingber.com/markets99_vol.pdf

   markets00_exp.pdf or 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 http://www.ingber.com/markets00_exp.pdf

          Links from markets00_exp.pdf and markets00_exp.ps.gz to
          path00_exp.pdf and path00_exp.ps.gz.

   markets00_highres.pdf or 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 http://www.ingber.com/markets00_highres.pdf

          Links from markets00_highres.pdf and markets00_highres.ps.gz to
          path00_highres.pdf and path00_highres.ps.gz.

   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
          http://www.ingber.com/markets01_optim_trading.pdf

   markets01_pathtree.pdf
          %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 http://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.

          Link from path01_pathtree.pdf to markets01_pathtree.pdf.

   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
          http://www.ingber.com/markets01_lecture.pdf

          markets01_lecture.pdf or 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 http://www.ingber.com/markets02_portfolio.pdf

          This paper is a faint precursor of my Trading in Risk
          Dimensions (TRD) code described in markets05_trd.pdf,
          integrating copulas of multivariate non-Gaussian distributions
          into portfolios. This code (not publicly available) is not
          limited to financial markets, and is an example of using ASA
          recursively for optimization and importance-sampling. An early
          example of recursive use in markets in given as diffs in the
          asa_examples.txt file under the Section @@OPTIONAL_DATA_PTR and
          MULTI_MIN.

   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
          http://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 http://www.ingber.com/markets05_trd.pdf

          An updated shorter paper with this title will be published by
          Wiley in the Handbook of Strategic Trading.

   markets06_ism.pdf
          %A L. Ingber
          %T Ideas by statistical mechanics (ISM)
          %R Report 2006:ISM
          %I Lester Ingber Research
          %D 2006
          %O URL http://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 from smni06_ism.pdf to 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 http://www.ingber.com/markets07_rops.pdf

NUCLEAR

   nuclear68_forces.pdf
          %A L. Ingber
          %T Nuclear Forces
          %J Physical Review
          %V 174
          %P 1250-1263
          %D 1968
          %O URL http://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 1966
          Ph.D. thesis.

          Three papers from 1983-1986 (two given below) 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 1966 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.

   nuclear84_riemann.pdf or 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 http://www.ingber.com/nuclear84_riemann.pdf

   nuclear86_riemann.pdf or 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 http://www.ingber.com/nuclear86_riemann.pdf

PATH-INTEGRAL

   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.

   Sorry, but my non-Monte Carlo PATHINT and PATHTREE codes used for
   these multivariate nonlinear path-integral systems are not publicly
   available as is my ASA code.

   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 http://www.ingber.com/path86_GinsburgLandau.pdf

   path91_data.pdf or 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 http://www.ingber.com/combat91_data.pdf

          Links from combat91_data.pdf and combat91_data.ps.gz to
          path91_data.pdf and path91_data.ps.gz.

   path94_stm.pdf or 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 http://www.ingber.com/smni94_stm.pdf

          Higher resolution calculations performed with a supercomputer
          are presented in path95_stm.pdf (Links from smni95_stm.pdf and
          smni95_stm.ps.gz to path95_stm.pdf and path95_stm.ps.gz.)

          Links from smni94_stm.pdf and smni94_stm.ps.gz to
          path94_stm.pdf and path94_stm.ps.gz.

   path95_nonl.pdf or 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 http://www.ingber.com/path95_nonl.pdf

   path95_stm.pdf or 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 http://www.ingber.com/smni95_stm.pdf

          Links from smni95_stm.pdf and smni95_stm.ps.gz to
          path95_stm.pdf and path95_stm.ps.gz.

   path96_duffing.pdf or 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 http://www.ingber.com/path96_duffing.pdf

   path98_datamining.pdf or 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 http://www.ingber.com/path98_datamining.pdf

   path00_exp.pdf or 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 http://www.ingber.com/markets00_exp.pdf

          Links from markets00_exp.pdf and markets00_exp.ps.gz to
          path00_exp.pdf and path00_exp.ps.gz.

   path00_highres.pdf or 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 http://www.ingber.com/markets00_highres.pdf

          Links from markets00_highres.pdf and markets00_highres.ps.gz to
          path00_highres.pdf and path00_highres.ps.gz.

   path01_pathtree.pdf
          %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 http://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.

          Link from path01_pathtree.pdf to markets01_pathtree.pdf.

   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
          http://www.ingber.com/asa01_lecture.pdf

          path01_lecture.pdf or path01_lecture.ps.gz, offers an
          alternative PDF or PostScript format.

          Links from asa01_lecture.html, asa01_lecture.pdf and
          asa01_lecture.ps.gz, to path01_lecture.html, path01_lecture.pdf
          and path01_lecture.ps.gz.

NEOCORTEX

   smni72_learning.pdf
          %A L. Ingber
          %T Editorial: Learning to learn
          %J Explore
          %V 7
          %P 5-8
          %D 1972
          %O URL http://www.ingber.com/smni72_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 http://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 from smni81_attention.pdf to 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 http://www.ingber.com/smni81_unified.pdf
          (This file may only be shared for research.)

   smni82_basic.pdf or 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 http://www.ingber.com/smni82_basic.pdf

          smni82_basic is a detailed mathematical presentation of
          smni81_unified.

   smni83_dynamics.pdf or 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 http://www.ingber.com/smni83_dynamics.pdf

          smni83_dynamics was the first paper on the brain published in
          Physical Review.

   smni84_stm.pdf or 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 http://www.ingber.com/smni84_stm.pdf

   smni85_eeg.pdf or 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 http://www.ingber.com/smni95_eeg.pdf

   smni85_stm.pdf or 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 http://www.ingber.com/smni85_stm.pdf

   smni91_eeg.pdf or 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 http://www.ingber.com/smni91_eeg.pdf

   smni92_mnn.pdf or 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 http://www.ingber.com/smni92_mnn.pdf

          Links from smni92_mnn.pdf and smni92_mnn.ps.gz to asa92_mnn.pdf
          and asa92_mnn.ps.gz.

   smni94_stm.pdf or 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 http://www.ingber.com/smni94_stm.pdf

          Higher resolution calculations performed with a supercomputer
          are in smni95_stm.pdf. (Links from smni95_stm.pdf and
          smni95_stm.ps.gz to path95_stm.pdf and path95_stm.ps.gz.)

          Links from smni94_stm.pdf and smni94_stm.ps.gz to
          path94_stm.pdf and path94_stm.ps.gz.

   smni95_images.pdf or 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 http://www.ingber.com/smni95_images.pdf

          Invited commentary on Images of Mind, by M.I. Posner and M.E.
          Raichle.

   smni95_scales.pdf or 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
          http://www.ingber.com/smni95_scales.pdf

   smni95_stm.pdf or 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 http://www.ingber.com/smni95_stm.pdf

          Links from smni95_stm.pdf and smni95_stm.ps.gz to
          path95_stm.pdf and path95_stm.ps.gz.

   smni95_stm40hz.pdf or 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 http://www.ingber.com/smni95_stm40hz.pdf

   smni96_eeg.pdf or 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 http://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 or 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 http://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 or 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 http://www.ingber.com/smni97_cmi.pdf

          Raw EEG data used for this study can be freely downloaded, as
          described in smni97_eeg_data.txt

          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 or 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 http://www.ingber.com/smni97_lecture.pdf

   smni98_cmi_test.pdf or 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 http://www.ingber.com/smni98_cmi_test.pdf

          Raw EEG data used for this study can be freely downloaded, as
          described in smni97_eeg_data.txt

          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 or 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 http://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 or 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 http://www.ingber.com/smni00_eeg_rt.pdf

   smni00_eeg_stm.pdf or 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 http://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
          http://www.ingber.com/smni01_lecture.pdf

          smni01_lecture.pdf or 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 http://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 from smni06_ism.pdf to 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 http://www.ingber.com/smni06_ppi.pdf

          A modified paper will be published in The Open Cybernetics
          Systemics Journal. 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.

   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 http://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 URL Invited paper
          http://www.neuroquantology.com/journal/index.php/nq/article/vie
          w/186/237

   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 http://www.ingber.com/smni09_columnar_eeg.pdf

   smni09_columnar_eeg.pdf
          %A L. Ingber
          %T Statistical mechanics of neocortical interactions: Nonlinear
          columnar electroencephalography
          %R Report 2009:NCE
          %I Lester Ingber Research
          %D 2009
          %O URL http://www.ingber.com/smni09_nonlin_column_eeg.pdf

     _________________________________________________________________

    Lester Ingber <ingber@ingber.com>

   Copyright (c) 1994-2009 Lester Ingber. All Rights Reserved.

   $Id: index.html,v 11.389 2009/06/27 02:27:34 ingber Exp ingber $