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Advances in neural information processing systems . 7

Advances in neural information processing systems . 7

Material type
단행본
Personal Author
Tesauro, Gerald. Touretzky, David S. Leen, Todd K.
Title Statement
Advances in neural information processing systems . 7 / edited by Gerald Tesauro, David Touretzky S. and Todd K. Leen.
Publication, Distribution, etc
Cambridge :   MIT Press ,   c1995.  
Physical Medium
xxi, 1143 p. : ill. ; 27 cm.
ISBN
0262201046
Bibliography, Etc. Note
Includes bibliographical references and index.
000 00734camuu2200217 a 4500
001 000000921516
005 20060106144912
008 961204s1995 maua b 001 0 eng d
020 ▼a 0262201046
040 ▼a 244002 ▼c 244002 ▼d 244002
049 0 ▼l 151031981 ▼v 7
082 0 4 ▼a 006.3 ▼2 20
090 ▼a 006.3 ▼b A244 ▼c 7
245 0 0 ▼a Advances in neural information processing systems . ▼n 7 / ▼c edited by Gerald Tesauro, David Touretzky S. and Todd K. Leen.
260 ▼a Cambridge : ▼b MIT Press , ▼c c1995.
300 ▼a xxi, 1143 p. : ▼b ill. ; ▼c 27 cm.
504 ▼a Includes bibliographical references and index.
700 1 ▼a Tesauro, Gerald.
700 1 ▼a Touretzky, David S.
700 1 ▼a Leen, Todd K.

Holdings Information

No. Location Call Number Accession No. Availability Due Date Make a Reservation Service
No. 1 Location Sejong Academic Information Center/Science & Technology/ Call Number 006.3 A244 7 Accession No. 151031981 Availability Available Due Date Make a Reservation Service C

Contents information

Table of Contents

CONTENTS
Preface = xvii
Contributors = xix
PART Ⅰ COGNITIVE SCIENCE
  DIRECTION SELECTIVITY IN PRIMARY VISUAL CORTEX USING MASSIVE INTRACORTICAL CONNECTIONS / Humbert Suarez ; Christof Koch ; Rodney Douglas = 3
  ON THE COMPUTATIONAL UTILITY OF CONSCIOUSNESS / Donald Mathis ; Michael C. Mozer = 11
  CATASTROPHIC INTERFERENCE IN HUMAN MOTOR LEARNING / Tom Brashers-Krug ; Reza Shadmehr ; Emanuel Todorov = 19
  GRAMMAR LEARNING BY A SELF-ORGANIZING NETWORK / Michiro Negishi = 27
  PATTERNS OF DAMAGE IN NEURAL NETWORKS : THE EFFECTS OF LESION AREA, SHAPE AND NUMBER / Eytan Ruppin ; James A. Reggia = 35
  FORWARD DYNAMIC MODELS I HUMAN MOTOR CONTROL : PSYCHOPHYSICAL EVIDENCE / Daniel M. Wolpert ; Zoubin Ghahramani ; Michael I. Jordan = 43
  A SOLVABLE CONNECTIONIST MODEL OF IMMEDIATE RECALL OF ORDERED LISTS / Neil Burgess = 51
PART Ⅱ NEUROSCIENCE
  A MODEL FOR CHEMOSENSORY RECEPTION / Rainer Malaka ; Thomas Ragg ; Martin Hammer = 61
  THE ELECTRONIC TRANSFORMATION : A TOOL FOR RELATING NEURONAL FORM TO FUNCTION / Nicholas Carnevale ; Kenneth Y. Tsai ; Brenda J. Claiborne ; Thomas H. Brown = 69
  A MODEL OF THE HIPPOCAMPUS COMBINING SELF-ORGANIZATION AND ASSOCIATIVE MEMORY FUNCTION / Michael E. Hasselmo ; Eric Schnell, Joshua Berke ; Edi Barkai = 77
  MODEL OF BIOLOGICAL NEURON AS A TEMPORAL NEURAL NETWORK / Sean D. Murphy ; Edward W. Kairiss = 85
  A CRITICAL COMPARISON OF MODELS FOR ORIENTATION AND OCULAR DOMINANCE COLUMNS IN THE STRIATE CORTEX / E. Erwin ; K. Obermayer ; K. Schulten = 93
  A NOVEL REINFORCEMENT MODEL OF BIRDSONG VOCALIZATION LEARNING / Kenji Doya ; Terrence J. Sejnowski = 101
  OCULAR DOMINANCE AND PATTERNED LATERAL CONNECTIONS IN A SELF-ORGANIZING MODEL OF THE PRIMARY VISUAL CORTEX / Joseph Sirosh ; Risto Miikkulainen = 109
  ANATOMICAL ORIGIN AND COMPUTATIONAL ROLE OF DIVERSITY IN THE RESPONSE PROPERTIES OF CORTICAL NEURONS / Kalanit Grill Spector ; Shimon Edelman ; Rafael Malach = 117
  REINFORCEMENT LEARNING PREDICTS THE SITE OF PLASTICITY FOR AUDITORY REMAPPING IN THE BARN OWL / Alexandre Pouget ; Cedric Deffayet ; Terrence J. Sejnowski = 125
  MORPHOGENESIS OF THE LATERAL GENICULATE NUCLEUS : HOW SINGULARITIES AFFECT GLOBAL STRUCTURE / Svilen Tzonev ; Klaus Schulten ; Joseph G. Malpeli = 133
  A COMPUTATIONAL MODEL OF PREFRONTAL CORTEX FUNCTION / Todd S. Braver ; Jonathan D. Cohen ; David Servan-Schreiber = 141
  A NEURAL MODEL OF DELUSIONS AND HALLUCINATIONS IN CHIZOPHRENIA / Eytan Ruppin ; James A. Reggia ; David Horn = 149
  SPATIAL REPRESENTATIONS IN THE PARIETAL CORTEX MAY USE BASIS FUNCTIONS / Alexandre Pouget ; Terrence J. Sejnowski = 157
  GROUPING COMPONENTS OF THREE-DIMENSIONAL MOVING OBJECTS IN AREA MST OF VISUAL CORTEX / Richard S. Zemel ; Terrence J. Sejnowski = 165
  A MODEL OF THE NEURAL BASIS OF THE RAT'S SENSE OF DIRECTION / William Skaggs ; James J. Knierim ; Hemant S. Kudrimoti ; Bruce L. McNaughton = 173
PART Ⅲ LEARNING THEORY AND DYNAMICS
  ON THE COMPUTATIONAL COMPLEXITY OF NETWORKS OF SPIKING NEURONS / Wolfgang Maass = 183
  Hrg Kindermann = 443
  USING A SALIENCY MAP FOR ACTIVE SPATIAL SELECTIVE ATTENTION : IMPLEMENTATION & INITIAL RESULTS / Shumeet Baluja ; Dean A. Pomerleau = 451
  MULTIDEMENSIONAL SCALING AND DATA CLUSTERING / Thomas Hofmann, Joachim Buhmann = 459
  A NON-LINEAR INFORMATION MAXIMISATION ALGORITHM THAT PERFORMS BLIND SEPARATION / Anthony J. Bell ; Terrence J. Sejnowski = 467
  PLASTICITY-MEDIATED COMPETITIVE LEARNING / Nicol Schraudolph ; Terrence J. Sejnowski = 475
  PHASE-SPACE LEARNING / Fu-Sheng Tsung ; Garrison W. Cottrell = 481
  LEARNING LOCAL ERROR BARS FOR NONLINERAR REGRESSION / David A. Nix ; Andreas S. Weigend = 489
  DYNAMIC CELL STRUCTURES / J o ·· rg Brushke ; Gerald Sommer = 497
  EXTRACTING RULES FROM ARTIFICIAL NEURAL NETWORKS WITH DISTRIBUTED REPRESENTATIONS / Sebastian Thrun = 505
  CAPACITY AND INFORMATION EFFICIENCY OF A BRAIN-LIKE ASSOCIATIVE NET / Bruce Graham ; David Willshaw = 513
  BOOSTING THE PERFORMANCE OF RBF NETWORKS WITH DYNAMIC DECAY ADJUSTMENT / Michael R. Berthold ; Jay Diamond = 521
  SIMPLIFYING NEURAL NETS BY DISCOVERING FLAT MINIMA / Sepp Hochreiter ; J u ·· rgen Schmidhuber = 529
  LEARNING WITH PRODUCT UNITS / Laurens Leerink ; C. Lee Giles, Bill G. Horne ; Marwan A. Jabri = 537
  DETERMINISTIC ANNEALING VARIANT OF THE EM ALGORITHM / Nanori Ueda ; Ryohei Nakano = 545
  DIFFUSION OF CREDIT IN MARKOVIAN MODELS / Yoshua Bengio ; Paolo Frasconi = 553
  FACTORIAL LEARNING BY CLUSTERING FEATURES / Joshua B. Tenenbaum ; Emmanuel V. Todorov = 561
  INTERIOR POINT IMPLEMENTATIONS OF ALTERNATING MINIMIZATION TRAINING / Michael Lemmon ; Peter T. Szymanski = 569
  SARDNET : A SELF-ORGANIZING FEATURE MAP FOR SEQUENCES / Daniel L. James ; Risto Miikkulainen = 577
  CONVERGENCE PROPERTIES OF THE K-MEANS ALGORITHMS / e' on Bottou ; Yoshua Bengio = 585
  ACTIVE LEARNING FOR FUNCTION APPROXIMATION / Kah Kay Sung ; Partha Niyogi = 593
  ANALYSIS OF UNSTANDARDIZED CONTRIBUTIONS IN CROSS CONNECTED NETWORKS / Thomas R. Shultz ; Yuriko Oshima-Takane ; Yoshio Takane = 601
  TEMPLATE-BASED ALGORITHMS FOR CONNECTIONIST RULE EXTRACTION / Jay A. Alexander ; Michael C. Mozer = 609
  FACTORIAL LEARNING AND THE EM ALGORITHM / Zoubin Ghahramani = 617
  A GROWING NEURAL GAS NETWORK LEARNS TOPOLOGIES / Bernd Fritzke = 625
  AN ALTERNATIVE MODEL FOR MIXTURES OF EXPERTS / Lei Xu ; Michael I. Jordan ; Geoffrey E. Hinton = 633
  ESTIMATING CONDITIONAL PROBABILITY DENSITIES FOR PERIODIC VARIABLES / Chris M. Bishop ; Claire Legleye = 641
  EFFECTS OF NOISE ON CONVERGENCE AND GENERALIZATION IN RECURRENT NETWORKS / Kam Jim ; Bill G. Horne ; C. Lee Giles = 649
  LEARNING MANY RELATED TASKS AT THE SAME TIME WITH BACKPROPAGATION / Rich Caruana = 657
  A RAPID GRAPH-BASED METHOD FOR ARBITRARY TRANSFORMATION-INVARIANT PATTERN CLASSIFICATION / Alessandro Sperduti ; David G. Stork = 665
  RECURRENT NETWORKS : SECOND ORDER PROPERTIES AND PRUNING / Morten With Pedersen ; Lars Kai Hansen = 673
  CLASSIFYING WITH GAUSSIAN MIXTURES AND CLUSTERS / Nanda Kambhatla ; Todd K. Leen = 681
  EFFICIENT METHODS FOR DEALING WITH MISSING DATA IN SUPER VISED LEARNING / Volker Tresp ; Ralph Neuneier ; Subutai Ahmad = 689
  AN EXPERIMENTAL COMPARISON OF RECURRENT NEURAL NETWORKS / Bill G. Horne ; C. Lee Giles = 697
  ACTIVE LEARNING WITH STATISTICAL MODELS / David Cohn, Zoubin Ghahramani ; Michael I. Jordon = 705
  LEARNING WITH PREKNOWLEDGE : CLUSTERING WITH POINT AND GRAPH MATCHING DISTANCE MEASURES / Steven Gold ; Anand Rangarajan ; Eric Mjolsness = 713
  DIRECT MULTI-STEP TIME SERIES PREDICTION USING TD( λ ) / Peter Kazlas ; Andreas S. Weigend = 721
PART Ⅵ IMPLEMENTATIONS
  ICEG MORPHOLOGY CLASSIFICATION USING AN ANALOGUE VLSI NEURAL NETWORK / Richard Coggins ; Marwan Jabri ; Barry Flower ; Stephen Pickard = 731
  A SILICON AXON / Bradley A. Minch, Paul Hasler, Chris Diorio, Carver Mead = 739
  THE NI1000 : HIGH SPEED PARALLEL VLSI FOR IMPLEMENTING MULTILAYER PERCEPTRONS / Michael P. Perrone ; Leon N. Cooper = 747
  A REAL TIME CLUSTERING CMOS NEURAL ENGINE / T. Serrano-gotarredona ; B. Linares-Barranco ; J. L. Huertas = 755
  PULSESTREAM SYNAPSES WITH NON-VOLATILE ANALOGUE AMORPHOUS-SILICON MEMORIES / A. J. Holmes ; A. F. Murray ; S. Churcher ; J. Hajto ; M. J. Rose = 763
  A LAGRANGIANF ORMULATION FOR OPTICAL BACKPROPAGATION TRAINING INKERR-TYPE OPTICAL NETWORKS / James E. Steck ; Steven R. Skinner ; Alvaro A. Cruz-Cabrara ; Elizabeth C. Behrman = 771
  A CHARGE-BASED CMOS PARALLEL ANALOG VECTOR QUANTIZER / Gert Cauwenberghs ; Volnei Pedroni = 779
  AN AUDITORY LOCALIZATION AND COORDINATE TRANSFORM CHIP / Timothy Horiuchi = 787
  AN ANALOG NEURAL NETWORK INSPIRED BY FRACTAL BLOCK CODING / Fernando Pineda ; Andreas G. Andreou = 795
  A STUDY OF PARALLEL PERTURBATIVE GRADIENT DESCENT / D. Lippe ; J. Alspector = 803
  IMPLEMENTATION OF NEURAL HARDWARE WITH THE NEURAL VLSI OF URAN IN APPLICATIONS WITH REDUCED REPRESENTATIONS / Il-Song Han ; Hwang-Soo Lee ; Ki-Chul Kim = 811
  SINGLE TRANSISTOR LEARNING SYNAPSES / Paul Hasler, Chris Diorio, Bradley A. Minch Carver Mead = 817
PART Ⅶ SPEECH AND SIGNAL PROCESSING
  PATTERN PLAYBACK IN THE '90S / Malcolm Slaney(Invited Paper) = 827
  NON-LINEAR PREDICTION OF ACOUSTIC VECTORS USING HIERARCHICAL MIXTURES OF EXPERTS / S. R. Waterhouse ; A. J. Robinson = 835
  GLOVE-TALKⅡ : MAPPING HAND GESTURES TO SPEECH USING NEURAL NETWORKS / S. Sidney Fels, Geoffrey Hinton = 843
  VISUAL SPEECH RECOGNITION WITH STOCHASTIC NETWORKS / Javier Movellan = 851
  HIERARCHICAL MIXTURES OF EXPERTS METHODOLOGY APPLIED TO CONTINUOUS SPEECH RECOGNITION / Ying Zhao ; Richard Schwartz ; Jason Sroka ; John Makhoul = 859
  CONNECTIONIST SPEAKER NORMALIZATION WITH GENERALIZED RESOURCE ALLOCATING NETWORKS / Cesare Furlanello ; Diego Giuliani ; Edmondo Trentin = 867
  USING VOICE TRANSFORMATIONS TO CREATE ADDITIONAL TRAINING TALKERS FOR WORD SPOTTING / Eric I. Chang ; Richard P. Lippmann = 875
  A COMPARISON OF DISCRETE-TIME OPERATOR MODELS FOR NONLINEAR SYSTEM IDENTIFICATION / Andrew D. Back ; Ah Chung Tsoi = 883
PART Ⅷ VISUAL PROCESSING
  LEARNING SACCADIC EYE MOVEMENTS USING MULTISCALE SPATIAL FILTERS / Rajesh P. N. Rao ; Dana H. Ballard = 893
  A CONVOLUTIONAL NEURAL NETWORK HAND TRACKER / Steven J. Nowlan ; John C. Platt = 901
  CORRELATION AND INTERPOLATION NETWORKS FOR REAL-TIME EXPRESSION ANALYSIS/SYNTHESIS / Trevor Darrell ; Irfan Essa, Alex Pentland = 909
  LEARNING DIRECTION IN GLOBAL MOTION : TWO CLASSES OF PSYCHOPHYSICALLY-MOTIVATED MODELS / V. Sundareswaran ; Lucia M. Vaina = 917
  ASSOCIATIVE DECORRELATION DYNAMICS : A THEORY OF SELF-ORGANIZATION AND OPTIMIZATION IN FEEDBACK NETWORKS / Dawei W. Dong = 925
  JPMAX : LEARNING TO RECOGNIZE MOVING OBJECTS AS A MODEL-FITTING PROBLEM / Suzanna Becker = 933
  PCA-PYRAMIDS FOR IMAGE COMPRESSION / Horst Bischof, Kurt Hornik = 941
  UNSUPERVISED CLASSIFICATION OF 3D OBJECTS FROM 2D VIEWS / Satoshi Suzuki ; Hiroshi Ando = 949
  NEW ALGORITHMS FOR 2D AND 3D POINT MATCHING : POSE ESTIMATION AND CORRESPONDENCE / Steven Gold ; Chien Ping Lu ; Anand Rangarajan ; Suguna Pappu, Eric Mjolsness = 957
  USING A NEURAL NET TO INSTANTIATE A DEFORMABLE MODEL / Christopher K. I. Williams ; Michael D. Revow ; Geoffrey E. Hinton = 965
  NONLINEAR IMAGE INTERPOLATION USING MANIFOLD LEARNING / Christoph Bregler, Stephen M. Omohundro = 973
  COARSE-TO-FINE IMAGE SEARCH USING NEURAL NETWORKS / Clay D. Spence ; John C. Pearson ; Jim Bergen = 981
PART Ⅸ APPLICATIONS
  TRANSFORMATION INVARIANT AUTOASSOCIATION WITH APPLICATION TO HANDWRITTEN CHARACTER RECOGNITION / Holger Schwenk ; Maurice Milgram = 991
  LEARNING PROTOTYPE MODELS FOR TANGENT DISTANCE / Trevor Hastie ; Patrice Simard ; Eduard S o ·· ckinger = 999
  REAL-TIME CONTOL OF TOKAMAK PLASMA USING NEURAL NETWORKS / Chris M. Bishop ; Paul S. Haynes ; Mike E. U. Smith ; Tom N. Todd ; David L. Trotman ; Colin G. Windsor = 1007
  RECOGNIZING HANDWRITTEN DIGITS USING MIXTURES OF LINEAR MODELS / Geoffrey E. Hinton ; Michael Revow ; Peter Dayan = 1015
  OPTIMAL MOVEMENT PRIMITIVES / Terence Sanger = 1023
  AN INTEGRATED ARCHITECTURE OF ADAPTIVE NEURAL NETWORK CONTROL FOR DYNAMIC SYSTEMS / Liu Ke ; Robert L. Tokar ; Brian D. McVey = 1031
  A CONNECTIONIST TECHNIQUE FOR ACCELERATED TEXTUAL INPUT : LETTING A NETWORK DO THE TYPING / Dean Pomerleau = 1039
  PREDICTIVE CODING WITH NEURAL NETS : APPLICATION TO TEXT COMPRESSION / J o ·· rgen Schmidhuber ; Stefan Heil = 1047
  PREDICTING THE RISK OF COMPLICATIONS IN CORONARY ARTERY BYPASS OPERATIONS USING NEURAL NETWORKS / Richard P. Lippmann ; Linda Kukolich ; David Shahian = 1055
  COMPARING THE PREDICTION ACCURACY OF ARTIFICIAL NEURAL NETWORKS AND OTHER STATISTICAL MODELS FOR BREAST CANCER SURVIVAL / Harry B. Burke ; David B. Rosen ; Philip H. Goodman = 1063
  LEARNING TO PLAY THE GAME OF CHESS / Sebastian Thrun = 1069
  A MIXTURE MODEL SYSTEM FOR MEDICAL AND MACHINE DIAGNOSIS / Magnus Stensmo ; Terrence J. Sejnowski = 1077
  INFERRING GROUND TRUTH FROM SUBJECTIVE LABELLING OF VENUS IMAGES / Padhraic Smyth ; Usama Fayyad ; Michael Burl, Pietro Perona ; Pierre Baldi = 1085
  THE USE OF DYNAMIC WRITING INFORMATION IN A CONNECTIONIST ON-LINE CURSIVE HANDWRITING RECOGNITION SYSTEM / Stefan Manke ; Michael Finke ; Alex Waibel = 1093
  ADAPTIVE ELASTIC INPUT FIELD FOR RECOGNITION IMPROVEMENT / Minoru Asogawa = 1101
  PAIRWISE NEURAL NETWORK CLASSIFIERS WITH PROBABILISTIC OUTPUTS / David Price ; Stefan Knerr ; L e' on Personnaz ; G e' rard Dreyfus = 1109
  INTERFERENCE IN LEARNING INTERNAL MODELS OF INVERSE DYNAMICS IN HUMANS / Reza Shadmehr ; Tom Brashers-Krug ; Ferdinando Mussa-Ivaldi = 1117
  COMPUTATIONAL STRUCTURE OF COORDINATE TRANSFORMATIONS : A GENERALIZATION STUDY / Zoubin Ghahramani ; Daniel M. Wolpert ; Michael I. Jordan = 1125
Author Index = 1133
Keyword Index = 1137

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