[comp.ai.neural-nets] Neuron Digest V6 #11

neuron-request@HPLABS.HPL.HP.COM ("Neuron-Digest Moderator Peter Marvit") (02/11/90)

Neuron Digest   Saturday, 10 Feb 1990
                Volume 6 : Issue 11

Today's Topics:
        Turing 1990 Colloquium, 3-6 April 1990, Sussex University
                  Call for papers and referees - HICSS
                       Proceedings book available
                  NIPS-90 WORKSHOPS Call for Proposals
                         NIPS-90 CALL For Papers
                        connectionism & AI conf.
                Searle/Pinker: BBS Call for Commentators


Send submissions, questions, address maintenance and requests for old issues to
"neuron-request@hplabs.hp.com" or "{any backbone,uunet}!hplabs!neuron-request"
Use "ftp" to get old issues from hplpm.hpl.hp.com (15.255.176.205).

------------------------------------------------------------

Subject: Turing 1990 Colloquium, 3-6 April 1990, Sussex University
From:    Aaron Sloman <aarons%cogs.sussex.ac.uk@NSFnet-Relay.AC.UK>
Date:    Sun, 04 Feb 90 19:11:17 +0000 


I have been asked to circulate information about this conference.

NB - please do NOT use "reply". Email enquiries should go to
                  turing@uk.ac.sussex.syma

 -----------------------------------------------------------------------

                           TURING 1990 COLLOQUIUM

               At the University of Sussex, Brighton, England

                            3rd - 6th April 1990

This Conference commemorates the 40th anniversary of the publication in Mind
of Alan Turing's influential paper  "Computing  Machinery and Intelligence".
It  is hosted by the School of  Cognitive  and  Computing  Sciences  at  the
University of  Sussex  and  held under the auspices of the Mind Association.
Additional  support  has been received  from  the  Analysis  Committee,  the
Aristotelian Society, The  British Logic Colloquium, The International Union
of History and Philosophy  of  Science, POPLOG, Philosophical Quarterly, and
the SERC Logic for IT Initiative.

The aim of the Conference  is to draw together people working in Philosophy,
Logic,  Computer  Science,  Artificial Intelligence, Cognitive  Science  and
related fields, in order  to  celebrate  the  intellectual and technological
developments which owe so much to Turing's seminal  thought.  Papers will be
presented  on  the  following  themes:  Alan  Turing  and the  emergence  of
Artificial   Intelligence,   Logic   and  the  Theory  of  Computation,  The
Church-Turing  Thesis,  The  Turing  Test,  Connectionism, Mind and Content,
Philosophy and Methodology of Artificial Intelligence and Cognitive Science.

Invited talks will be given by  Paul  Churchland,  Joseph Ford, Robin Gandy,
Clark  Glymour,  Douglas Hofstadter, J.R. Lucas,  Donald Michie, Christopher
Peacocke and Herbert  Simon,   while  other  prominent  contributors include
Robert  French  (Indiana),  Beatrice  de  Gelder  (Tilburg),   Andrew Hodges
(Oxford), Philip Pettit (ANU) and Aaron Sloman (Sussex).

Anyone wishing to attend this  Conference  should complete the enclosed form
and send it to Andy Clark, TURING  Registrations,  School  of  Cognitive and
Computing  Sciences, University of Sussex, Brighton, BN1 9QH, England, U.K.,
enclosing a  STERLING  cheque  or  money order for the total amount payable,
made out to "Turing 1990".  We regret that we cannot accept payment in other
currencies. The form should be returned  not  later than Thursday 1st March,
1990, after which an extra fee of #5.00 for late registration is payable and
accommodation cannot be guaranteed.

The conference will start at  lunchtime on Tuesday 3rd April, 1990, and will
end on Friday 6th April after tea.  Final details will be sent to registered
participants in February 1990.


                      Conference Organizing Committee

     Andy Clark (Sussex University), David Holdcroft (Leeds University),
  Peter Millican (Leeds University), Steve Torrance (Middlesex Polytechnic)

___________________________________________________________________________


                       PROGRAMME OF INVITED SPEAKERS

Paul CHURCHLAND (UCSD)
       Title to be announced

Joseph FORD (Georgia)
       CHAOS :  ITS PAST, ITS PRESENT, BUT MOSTLY ITS FUTURE

Robin GANDY (Oxford)
       HUMAN VERSUS MECHANICAL INTELLIGENCE

Clark GLYMOUR (Carnegie-Mellon)
       COMPUTABILITY, CONCEPTUAL REVOLUTIONS AND THE LOGIC OF DISCOVERY

Douglas HOFSTADTER (Indiana)
       Title to be announced

J.R. LUCAS (Oxford)
       MINDS, MACHINES AND GODEL :  A RETROSPECT

Donald MICHIE (Turing Institute)
       MACHINE INTELLIGENCE - TURING AND AFTER

Christopher PEACOCKE (Oxford)
       PHILOSOPHICAL AND PSYCHOLOGICAL THEORIES OF CONCEPTS

Herbert SIMON (Carnegie-Mellon)
       MACHINE AS MIND

____________________________________________________________________________

                   REGISTRATION DOCUMENT :  TURING 1990

NAME AND TITLE :  __________________________________________________________

INSTITUTION :  _____________________________________________________________

STATUS :    ________________________________________________________________

ADDRESS :   ________________________________________________________________

            ________________________________________________________________

POSTCODE :  _________________       COUNTRY :   ____________________________

Any special requirements (eg. diet, disability) :  _________________________


I wish to register for  the  Turing  1990  Colloquium and enclose a Sterling
cheque  or money order,  payable to  "Turing 1990", for  the   total  amount
listed below :

Please ENTER AMOUNTS as appropriate.


1.  Registration Fee:  Mind Association Members       #30.00  ..............
      (Compulsory)
                       Full-time students             #30.00  ..............
                      (enclose proof of status
                      - e.g. letter from tutor)

                       Academics (including
                        retired academics)            #50.00  ..............

                       Non-Academics                  #80.00  ..............

                       Late Registration Fee           #5.00  ..............
                      (payable after 1st March)


2.  Full Board including all meals from Dinner        #84.00  ..............
    on Tuesday 3rd April to Lunch on Friday
    6th April, except for Thursday evening
                       OR
    All meals from Dinner on Tuesday 3rd April        #33.00  ..............
    to Lunch on Friday 6th April, except for
    Thursday evening



3.  Conference banquet in the Royal Pavilion,         #25.00  ..............
    Brighton on Thursday 5th April
                       OR
    Dinner in the University on Thursday 5th April     #6.00  ..............



4.  Lunch on Tuesday 3rd April                         #6.00  ..............



5.  Dinner on Friday 6th April                         #6.00  ..............


                                                              ______________

                                                        TOTAL   #
                                                              ______________



Signed ________________________________          Date ______________________


Please return this form, with your cheque or money order (payable to "Turing
1990"), to:

                     Dr Andy Clark
                     Turing 90
                     Cognitive and Computing Sciences,
                     University of Sussex,
                     Falmer,  Brighton,  BN1 9QH,
                     England.


------------------------------

Subject: Call for papers and referees - HICSS
From:    Okan K Ersoy <ersoy@ee.ecn.purdue.edu>
Date:    Mon, 05 Feb 90 10:22:56 -0500 

CALL FOR PAPERS AND REFEREES
HAWAII INTERNATIONAL CONFERENCE ON SYSTEM SCIENCES - 24
NEURAL NETWORKS AND RELATED EMERGING TECHNOLOGIES
KAILUA-KONA, HAWAII - JANUARY 9-11, 1991

The Neural Networks Track of HICSS-24 will contain a special set
of papers focusing on a broad selection of topics in the
area of Neural Networks and Related Emerging Technologies.
The presentations will provide a forum to discuss new advances in 
learning theory, associative memory, self-organization,
architectures, implementations and applications.

Papers are invited that may be theoretical, conceptual, tutorial or
descriptive in nature.
Those papers selected for presentation will appear in the
Conference Proceedings which is published by the Computer Society
of the IEEE.
HICSS-24 is sponsored by the University of Hawaii in cooperation
with the ACM, the Computer Society,and the Pacific Research Institute
for Informaiton Systems and Management (PRIISM).

Submissions are solicited in:

Supervised and Unsupervised Learning
Issues of Complexity and Scaling
Associative Memory
Self-Organization
Architectures
Optical, Electronic and Other Novel Implementations
Optimization
Signal/Image Processing and Understanding
Novel Applications

INSTRUCTIONS FOR SUBMITTING PAPERS

Manuscripts should be 22-26 typewritten, double-spaced pages in length.
Do not send submissions that are significantly shorter or
longer than this.
Papers must not have been previously presented or published,
nor currently submitted for journal publication.
Each manuscript will be put through a rigorous refereeing process.
Manuscripts should have a title page that includes the title of
the paper, full name of its author(s), affiliations(s), complete
physical and electronic address(es), telephone number(s) and a
300-word abstract of the paper.

DEADLINES

 A 300-word optional abstract may be submitted by April 30, 1990 by e-mail
or mail. Feedback to author concerning abstract will be given by May 31, 1990.
 Six copies of the manuscript are due by June 25, 1990.
 Notification of accepted papers by September 1, 1990.
 Accepted manuscripts, camera-ready, are due by October 3, 1990.

SEND SUBMISSIONS AND QUESTIONS TO

O. K. Ersoy
Purdue University       
School of Electrical Engineering
W. Lafayette, IN  47907 
(317) 494-6162                  
E-Mail: ersoy@ee.ecn.purdue.edu 

------------------------------

Subject: Proceedings book available
From:    inesc!lba%alf@relay.EU.net (Luis Borges de Almeida)
Date:    Mon, 05 Feb 90 13:46:27 -0500 

The proceedings volume of the EURASIP Workshop on Neural Networks
(Sesimbra, Portugal, 15-17 Feb. 1990) is already available from
Springer-Verlag. It has been published in their Lecture Notes in
Computer Science series, and the complete reference is:

Neural Networks
EURASIP Workshop 1990
Sesimbra, Portugal, February 1990
Proceedings
L. B. Almeida and C. J. Wellekens (Eds.)
Springer-Verlag, 1990

The volume contains two invited papers, by Eric Baum and George
Cybenko, and the full contributions to the workshop, which were
evaluated by an international technical committee, resulting in
the acceptance of only 40% of the submissions.

Below is the table of contents. Have a good reading!

Luis B. Almeida

INESC                             Phone: +351-1-544607
Apartado 10105                    Fax:   +351-1-525843
P-1017 Lisboa Codex
Portugal

lba@inesc.inesc.pt                (from Europe)
lba%inesc.inesc.pt@uunet.uu.net   (from outside Europe)
lba@inesc.uucp                    (if you have access to uucp)


 ---------------------------------------------------------------------
TABLE  OF  CONTENTS

PART I - Invited Papers 

When Are k-Nearest Neighbor and Back Propagation 
Accurate for Feasible Sized Sets of Examples?
E.B. Baum               

Complexity Theory of Neural Networks and 
Classification Problems
G. Cybenko              


PART II - Theory, Algorithms    

Generalization Performance of Overtrained 
Back-Propagation Networks 
Y. Chauvin              

Stability of the Random Neural Network Model
E. Gelenbe              

Temporal Pattern Recognition Using EBPS
M. Gori, G. Soda                

Markovian Spatial Properties of a Random Field 
Describing a Sthochastic Neural Network: Sequential 
or Parallel Implementation?
T.Herve, O. Francois, J. Demongeot      

Chaos in Neural Networks
S. Renals       

The "Moving Targets" Training Algorithm
R. Rohwer       

Acceleration Techniques for the Backpropagation Algorithm
F.M. Silva, L.B. Almeida 

Rule-Injection Hints as a Means of Improving Network 
Performance and Learning Time
S.C. Suddarth, Y.L. Kergosien 

Inversion in Time
S. Thrun, A. Linden     

Cellular Neural Networks: Dynamic Properties and 
Adaptive Learning Algorithm
L. Vandenberghe, S. Tan, J. Vandewalle

Improved Simulated Annealing, Boltzmann Machine, 
and Attributed Graph Matching
L. Xu, E. Oja   


PART III - Speech Processing

Artificial Dendritic Learning
T. Bell 

A Neural-Net Model of Human Short-Term Memory Development
G.D.A. Brown    

Large Vocabulary Speech Recogntion Using Neural-Fuzzy 
and Concept Networks
N. Hataoka, A. Amano, T. Aritsuka, A. Ichikawa

Speech Feature Extraction Using Neural Networks
M. Niranjan, F. Fallside

Neural Network Based Continuous Speech Recogntion 
by Combining Self Organizing Feature Maps and 
Hidden Markov Modeling
G. Rigoll       


PART IV - Image Processing

Ultra-Small Implementation of a Neural Halftoning Technique
T. Bernard, P. Garda, F. Devos, B. Zavidovique

Application of Self-Organizing Networks to Signal Processing
J. Kennedy, P. Morasso

A Study of Neural Network Applications to Signal Processing
S. Kollias      


PART V - Implementation

Simulation Machine and Integrated Implementation of 
Neural Networks: a Review of Methods, 
Problems and Realizations
C. Jutten, A. Guerin, J. Herault    

VLSI Implementation of an Associative Memory Based 
on Distributed Storage of Information
U. Rueckert     

Luis B. Almeida

INESC                             Phone: +351-1-544607
Apartado 10105                    Fax:   +351-1-525843
P-1017 Lisboa Codex
Portugal

lba@inesc.inesc.pt                (from Europe)
lba%inesc.inesc.pt@uunet.uu.net   (from outside Europe)
lba@inesc.uucp                    (if you have access to uucp)
Luis B. Almeida

INESC                             Phone: +351-1-544607
Apartado 10105                    Fax:   +351-1-525843
P-1017 Lisboa Codex
Portugal

lba@inesc.inesc.pt                (from Europe)
lba%inesc.inesc.pt@uunet.uu.net   (from outside Europe)
lba@inesc.uucp                    (if you have access to uucp)
Luis B. Almeida

INESC                             Phone: +351-1-544607
Apartado 10105                    Fax:   +351-1-525843
P-1017 Lisboa Codex
Portugal

lba@inesc.inesc.pt                (from Europe)
lba%inesc.inesc.pt@uunet.uu.net   (from outside Europe)
lba@inesc.uucp                    (if you have access to uucp)
Luis B. Almeida

INESC                             Phone: +351-1-544607
Apartado 10105                    Fax:   +351-1-525843
P-1017 Lisboa Codex
Portugal

lba@inesc.inesc.pt                (from Europe)
lba%inesc.inesc.pt@uunet.uu.net   (from outside Europe)
lba@inesc.uucp                    (if you have access to uucp)
Luis B. Almeida

INESC                             Phone: +351-1-544607
Apartado 10105                    Fax:   +351-1-525843
P-1017 Lisboa Codex
Portugal

lba@inesc.inesc.pt                (from Europe)
lba%inesc.inesc.pt@uunet.uu.net   (from outside Europe)
lba@inesc.uucp                    (if you have access to uucp)
Luis B. Almeida

INESC                             Phone: +351-1-544607
Apartado 10105                    Fax:   +351-1-525843
P-1017 Lisboa Codex
Portugal

lba@inesc.inesc.pt                (from Europe)
lba%inesc.inesc.pt@uunet.uu.net   (from outside Europe)
lba@inesc.uucp                    (if you have access to uucp)

------------------------------

Subject: NIPS-90 WORKSHOPS Call for Proposals
From:    Steve Hanson <jose@neuron.siemens.com>
Date:    Tue, 06 Feb 90 18:28:54 -0500 



                           REQUEST FOR PROPOSALS
                     NIPS-90 Post-Conference Workshops
                     November 30 and December 1, 1990


       Following the regular NIPS program, workshops on  current  topics
       on  Neural Information Processing will be held on November 30 and
       December 1, 1990, at a ski  resort  near  Denver.   Proposals  by
       qualified   individuals   interested  in  chairing  on  of  these
       workshops are solicited.

       Past topics  have  included:   Rules  and  Connectionist  Models;
          Speech;    Vision;   Neural   Network   Dynamics;   Neurobiology;
          Computational  Complexity  Issues;  Fault  Tolerance  in   Neural
          Networks; Benchmarking and Comparing Neural Network Applications;
          Architectural Issues; Fast Training  Techniques;  VLSI;  Control;
          Optimization, Statistical Inference, Genetic Algorithms.

       The format of the workshop is informal.  Beyond reporting on past
          research,  their  goal  is  to  provide  a  forum  for scientists
          actively working in the field to freely discuss current issues of
          concern  and  interest.  Sessions will meet in the morning and in
          the afternoon of both days, with free time  in  between  for  the
          ongoing individual exchange or outdoor activities.  Specific open
          or controversial issues are encouraged and preferred as  workshop
          topics.   Individuals  interested  in  chairing   a workshop must
          propose a topic of current interest and must be willing to accept
          responsibility for their group's discussion.  Discussion leaders'
          responsibilities include:  arrange brief  informal  presentations
          by   experts   working  on  this  topic,  moderate  or  lead  the
          discussion, and report its high points, findings and  conclusions
          to  the  group during evening plenary sessions, and in a short (2
          page) summary.

       Submission Procedure:  Interested parties should submit  a  short
          proposal  for  a workshop of interest by May 17, 1990.  Proposals
          should include a title  and  a  short  description  of  what  the
          workshop  is  to address and accomplish.  It should state why the
          topic is of interest or controversial, why it should be discussed
          and  what  the  targeted  group of participants is.  In addition,
          please send a brief resume of  the  prospective  workshop  chair,
          list  of publications and evidence of scholarship in the field of
          interest.

       Mail submissions to:
               Dr. Alex Waibel
               Attn: NIPS90 Workshops
               School of Computer Science
               Carnegie Mellon University
               Pittsburgh, PA 15213

          Name, mailing address, phone number, and e-mail net address 
          (if applicable) must be on all submissions.

      Workshop Organizing Committee:

          Alex Waibel, Carnegie-Mellon, Workshop Chairman;
          Kathie Hibbard, University of Colorado, NIPS Local Arrangements;
          Howard Watchel, University of Colorado, Workshop Local Arrangements;

              PROPOSALS MUST BE RECEIVED BY MAY 17,1990
                             Please Post

------------------------------

Subject: NIPS-90 CALL For Papers
From:    Steve Hanson <jose@neuron.siemens.com>
Date:    Tue, 06 Feb 90 19:32:57 -0500 



                                   CALL FOR PAPERS
                                 IEEE Conference on
                        Neural Information Processing Systems
                               -Natural and Synthetic-
                  Monday, November 26 - Thursday, November 29, 1990
                                  Denver, Colorado

         This is the fourth meeting of  an  inter-disciplinary  conference
         which   brings   together  neuroscientists,  engineers,  computer
         scientists, cognitive scientists, physicists, and  mathematicians
         interested  in  all aspects of neural processing and computation.
         Two days of focused workshops will follow at a  nearby  ski  area
         (Nov  30-Dec  1).  Major categories and examples of subcategories
         for paper submissions are the following;

          Neuroscience:   Neurobiological   models   of   development,
            cellular information processing, synaptic function, learning
            and  memory.   Studies  and  analyses   of   neurobiological
            systems.
          Implementation and Simulation:  Hardware  implementation  of
            neural  nets. VLSI, Optical Computing, and  practical issues
            for simulations and simulation tools.
          Algorithms and Architectures:  Description and  experimental
            evaluation  of new net architectures or learning algorithms:
            data representations, static and dynamic  nets,  modularity,
            rapid  training,  learning  pattern  sequences, implementing
            conventional algorithms.
          Theory:  Theoretical  analysis  of:  learning,   algorithms,
            generalization,  complexity, scaling, capability, stability,
            dynamics,  fault  tolerance,  sensitivity,  relationship  to
            conventional algorithms.
          Cognitive Science & AI:  Cognitive models or simulations  of
            natural  language  understanding,  problem solving, language
            acquisition, reasoning, skill acquisition, perception, motor
            control, categorization, or concept formation.
          Applications:  Neural Networks applied to signal processing,
            speech,   vision,   character  recognition,  motor  control,
            robotics, adaptive systems tasks.

          Technical Program: Plenary, contributed and poster sessions  will
          be  held.   There will be no parallel sessions.  The full text of
          presented papers will be published.

          Submission  Procedures:   Original  research  contributions   are
          solicited,  and  will be carefully refereed.  Authors must submit
          six copies of both a 1000-word (or less) summary and  six  copies
          of  a  separate  single-page 50-100 word abstract clearly stating
          their results by May 17, 1990. At the  bottom  of  each  abstract
          page  and  on the first summary page indicate preference for oral
          or poster presentation and specify one of  the  above  six  broad
          categories  and,  if  appropriate,  sub-categories  (For example:
          POSTER-Applications: Speech, ORAL-Implementation:  Analog  VLSI).
          Include  addresses of all authors at the front of the summary and
          the  abstract  and  to  which  author  correspondence  should  be
          addressed.  Submissions will not be considered that lack category
          information, separate abstract sheets, the required  six  copies,
          author addresses or are late.

   Mail Submissions To:             Mail Requests For Registration Material To:

       John Moody                            Kathie Hibbard
       NIPS*90 Submissions                   NIPS*90 Local Committee
       Department of Computer Science        Engineering Center
       Yale University                       University of Colorado
       P.O. Box 2158 Yale Station            Campus Box 425
       New Haven, Conn. 06520                Boulder, CO 80309-0425

          Organizing Committee:

          General Chair: Richard Lippmann, MIT Lincoln Labs; Program Chair:
          John  Moody,  Yale; Neurobiology Co-Chair: Terry Sejnowski, Salk;
          Theory Co-Chair: Gerry  Tesauro,  IBM;  Implementation  Co-Chair:
          Josh  Alspector,  Bellcore;  Cognitive  Science  and AI Co-Chair:
          Stephen Hanson, Siemens; Architectures Co-Chair: Yann Le Cun, ATT
          Bell Labs; Applications Co-Chair: Lee Giles, NEC; Workshop Chair:
          Alex Waibel, CMU; Workshop Local Arrangements, Howard Wachtel, U.
          Colorado;   Local  Arrangements,  Kathie  Hibbard,  U.  Colorado;
          Publicity:   Stephen   Hanson,   Siemens;   Publications:   David
          Touretzky, CMU; Neurosciences Liaison: James Bower, Caltech; IEEE
          Liaison: Edward Posner, Caltech; APS Liaison: Larry  Jackel,  ATT
          Bell Labs; Treasurer: Kristina Johnson, U. Colorado;

                 DEADLINE FOR SUMMARIES & ABSTRACTS IS MAY 17, 1990
                                     please post

------------------------------

Subject: connectionism & AI conf.
From:    ai-vie!georg@relay.EU.net (Georg Dorffner)
Date:    Wed, 07 Feb 90 17:21:28 -0100 


                        Announcement and Call for Papers
               Sixth Austrian Artificial Intelligence Conference

        ---------------------------------------------------------------
                   Connectionism in Artificial Intelligence
                         and Cognitive Science
        ---------------------------------------------------------------

                     organized by the Austrian Society for
                        Artificial Intelligence (OeGAI)
              in cooperation with the Gesellschaft fuer Informatik
                  (GI, German Society for Computer Science),
                           Section for Connectionism

                               Sep 18 - 21, 1990
                               Salzburg, Austria

        Conference chair: Georg Dorffner (Univ. of Vienna, Austria)

        Program committee: J. Diederich (GMD St. Augustin, Germany)
                           C. Freksa (Techn. Univ. Munich, Germany)
                           Ch. Lischka (GMD St.Augustin, Germany)
                           A. Kobsa (Univ. of Saarland, Germany)
                           M. Koehle (Techn. Univ. Vienna, Austria)
                           B. Neumann (Univ. Hamburg, Germany)
                           H. Schnelle (Univ. Bochum, Germany)
                           Z. Schreter (Univ. Zurich, Switzerland)

        Recently, connectionism is becoming more and more influential as
        a  basic  paradigm  and  method  for artificial intelligence and
        cognitive science. Although there is an abundance of conferences
        on  artificial  neural  networks  - the basis of connectionism -
        only few meetings are devoted to  modeling  cognitive  processes
        and building AI models with the novel approach.  This conference
        is designed to fill this space.  It will bring together works in
        the  field  of  neural  networks for AI problems, but also basic
        aspects of massive parallelism and theoretical  implications  of
        the new paradigm.  The program will consist of submitted papers,
        workshops, invited talks and panels.

        IMPORTANT! The conference languages are German and English. Most
        of  the conference will be held in German, though, but papers in
        English are welcome!

        Scientific  program:  papers  on  the  following  topics,  among
        others, are solicited:

                - networks in practical AI applications
                - connectionist "expert systems"
                - localist (structured) networks
                - localist and self-organizing approaches
                - explanation and interpretation of network behavior
                - hybrid systems
                - knowledge representation in neural networks
                - representation vs. behavior
                - validity of learning mechanisms
                - parallelism in humans and machines
                - associative inferences
                - connectionism and language processing
                - connectionism and pattern recognition
                - network simulation software as AI tool
                - neural networks and genetic algorithms
                - philosophical and epistemological implications
                - neural networks and robotics

        Workshops:

                - massive parallelism and cognition (Ch. Lischka)
                - structured (localist) network models (J. Diederich)
                - connectionism in language processing

        The workshops  consist  of  short  persentations  and  intensive
        discussions  on the specialized topic. Presentations are usually
        invited, but can also be submitted. They will  be  open  to  all
        participants at the conference.

        Panel: Explanation and transparency of connectionist systems

        -------------------------------------------------------------

        All submissions for the scientific program should consist of  no
        more  than  10 pages, for the workshops of no more than 5 pages.
        Languages - as mentioned above - are German  and  English.   All
        accepted  papers  will  be printed in a proceedings volume. Send
        all submissions to:

        Georg Dorffner
        Dept. of Medical Cybernetics and Artificial Intelligence
        University of Vienna
        Freyung 6/2
        A-1010 Vienna, Austria

        Deadlines:

          complete submission postmarked no later than March 15, 1990

        April 30, 1990: Notification of acceptance / rejection
        June 1, 1990: Deadline for camera-ready paper


        System demonstrations are possible, if the conference  chair  is
        notified early.


------------------------------

Subject: Searle/Pinker: BBS Call for Commentators
From:    harnad@Princeton.EDU (Stevan Harnad)
Date:    Thu, 08 Feb 90 20:07:30 -0500 

Below are the abstracts of two forthcoming target articles [Searle on
consciousness, Pinker & Bloom on language] that are about to be
circulated for commentary by Behavioral and Brain Sciences (BBS), an
international, interdisciplinary journal that provides Open Peer
Commentary on important and controversial current research in the
biobehavioral and cognitive sciences. Commentators must be current BBS
Associates or nominated by a current BBS Associate. To be considered as a
commentator on one of these articles (please specify which), or to
suggest other appropriate commentators, or for information about how to
become a BBS Associate, please send email to:

harnad@clarity.princeton.edu  or harnad@pucc.bitnet        or write to:
BBS, 20 Nassau Street, #240, Princeton NJ 08542  [tel: 609-921-7771]
____________________________________________________________________
(1) Searle:         Consciousness & Explanation
(2) Pinker & Bloom: Language Evolution
- ---------------------------------------------------------------------

(1) CONSCIOUSNESS, EXPLANATORY INVERSION AND COGNITIVE SCIENCE

               by John R. Searle
               Department of Philosophy
               University of Californai
               Berkeley CA

Cognitive science typically postulates unconscious mental phenomena,
computational or otherwise, to explain cognitive capacities. The mental
phenomena in question are supposed to be inaccessible in principle to
consciousness. I try to show that this is a mistake, because all
unconscious intentionality must be accessible in principle to
consciousness; we have no notion of intrinsic intentionality except in
terms of its accessibility to consciousness. I call this claim the
Connection Principle. The argument for it proceeds in six steps. The
essential point is that intrinsic intentionality has aspectual shape: our
mental representations represent the world under specific aspects, and
these aspectual features are essential to a mental state's being the
state that it is.

Once we recognize the Connection Principle, we see that it is necessary
to perform an inversion on the explanatory models of cognitive science,
an inversion analogous to the one evolutionary biology imposes on
pre-Darwinian animistic modes of explanation. In place of the original
intentionalistic explanations we have a combination of hardware and
functional explanations. This radically alters the structure of
explanation, because instead of a mental representation (such as a rule)
causing the pattern of behavior it represents (such as rule governed
behavior), there is a neurophysiological cause of a pattern (such as a
pattern of behavior), and the pattern plays a functional role in the life
of the organism. What we mistakenly thought were descriptions of
underlying mental principles in, for example, theories of vision and
language, were in fact descriptions of functional aspects of systems,
which will have to be explained by underlying neurophysiological
mechanisms. In such cases what looks like mentalistic psychology is
sometimes better construed as speculative neurophysiology. The moral is
that the big mistake in cognitive science is not the overestimation of
the computer metaphor (though that is indeed a mistake) but the neglect
of consciousness.

 ---------------------------------------------------------------------
(2)         NATURAL LANGUAGE AND NATURAL SELECTION

                    Steven Pinker
                       and
                    Paul Bloom
           Department of Brain and Cognitive Sciences
           Massachusetts Institute of Technology

Many have argued that the evolution of the human language faculty cannot
be explained by Darwinian natural selection. Chomsky and Gould have
suggested that language may have evolved as the byproduct of selection
for other abilities or as a consequence of unknown laws of growth and
form. Others have argued that a biological specialization for grammar is
incompatible with Darwinian theory: Grammar shows no genetic variation,
could not exist in any intermediate forms, confers no selective
advantage, and would require more time and genomic space to evolve than
is available. We show that these arguments depend on inaccurate
assumptions about biology or language or both. Evolutionary theory offers
a clear criterion for attributing a trait to natural selection: complex
design for a function with no alternative processes to explain the
complexity. Human language meets this criterion: Grammar is a complex
mechanism tailored to the transmission of propositional structures
through a serial interface. Autonomous and arbitrary grammatical
phenomena have been offered as counterexamples to the claim that language
is an adaptation, but this reasoning is unsound: Communication protocols
depend on arbitrary conventions that are adaptive as long as they are
shared. Consequently, the child's acquisition of language should differ
systematically from language evolution in the species; attempts to make
analogies between them are misleading. Reviewing other arguments and
data, we conclude that there is every reason to believe that a
specialization for grammar evolved by a conventional neo-Darwinian
process.

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End of Neuron Digest [Volume 6 Issue 11]
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