Theoretical aspects of neural computation: a multidisciplinary perspective; International Workshop, TANC'97 Hong Kong, 26 - 28 May 1997
Gespeichert in:
| Format: | Tagungsbericht Buch |
|---|---|
| Sprache: | English |
| Veröffentlicht: |
Singapore [u.a.]
Springer
1998
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| Schlagworte: | |
| Online-Zugang: | Inhaltsverzeichnis |
| Beschreibung: | XI, 320 S. Ill., graph. Darst. |
| ISBN: | 9813083700 |
Internformat
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Datensatz im Suchindex
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KWOK-YEE MICHAEL WONG IRWIN KING DIT-YAN YEUNG (EDS.) THEORETICAL
ASPECTS OF NEURAL COMPUTATION A MULTIDISCIPLINARY PERSPECTIVE
INTERNATIONAL WORKSHOP, TANC'97 HONG KONG, 26-28 MAY 1997 JPL SPRINGER
TABLE OF CONTENTS PREFACE V ORGANIZATION OF TANC'97 VII SPONSORS OF
TANC'97 VIII DAY 1 (26 MAY 1997) THE NATURAL GRADIENT LEARNING ALGORITHM
FOR NEURAL NETWORKS 1 SHUN-ICHI AMARI REGRESSION WITH GAUSSIAN
PROCESSES: AVERAGE CASE PERFORMANCE 17 MANFRED OPPER BAYESIAN YING-YANG
SYSTEM AND THEORY AS A UNIFIED STATISTICAL LEARNING APPROACH (II): FROM
UNSUPERVISED LEARNING TO SUPERVISED LEARNING AND TEMPORAL MODELING 25
LEI XU BAYESIAN YING-YANG SYSTEM AND THEORY AS A UNIFIED STATISTICAL
LEARNING APPROACH: (III) MODELS AND ALGORITHMS FOR DEPENDENCE REDUCTION,
DATA DIMENSION REDUCTION, ICA AND SUPERVISED LEARNING 43 LEI XU OPTIMAL
BAYESIAN ONLINE LEARNING 61 OLE WINTHER AND SARA A. SOLLA SEVERAL
ASPECTS OF PRUNING METHODS IN RECURSIVE LEAST SQUARE ALGORITHMS FOR
NEURAL NETWORKS 71 CHI-SING LEUNG, PUI-FAI SUM, AH-CHUNG TSOI, AND
LAI-WAN CHAN EXPERTS OR AN ENSEMBLE? A STATISTICAL MECHANICS PERSPECTIVE
OF MULTIPLE NEURAL NETWORK APPROACHES 81 JONG-HOON OH AND KUKJIN KANG
MEAN FIELD THEORY OF LEARNING IN PRUNED PERCEPTRONS 93 K. Y. MICHAEL
WONG SOLVING INVERSE PROBLEMS BY BAYESIAN ITERATIVE INVERSION OF NEURAL
NETWORKS 103 JENQ-NENG HWANG X J STOCHASTIC ORIENTATION OF THE
GENERATING DISTRIBUTION IN VERY FAST SIMU- LATED REANNEALING 119 BRUCE
E. ROSEN GRAPH PARTITIONING USING HOMOTOPY BASED FAST ANNEALED NEURAL
NETWORKS 127 JIAN-JUN XUE AND XIAO-HU YU DAY 2 (27 MAY 1997) MODELLING
SYNFIRE PROCESSING 135 JOHN HERTZ IDEAL OBSERVERS OF VISUAL OBJECT
RECOGNITION 145 ZILI LIU PRIMARY CORTICAL DYNAMICS FOR VISUAL GROUPING
155 ZHAOPING LI ARCHITECTURE OF CORTEX REVEALED BY DIVIDED ATTENTION
EXPERIMENTS 165 CHING ELIZABETH HO INFORMATION MERGING IN NEURAL
MODELLING 181 MASSIMO BATTISTI, PIETRO BURRASCANO AND DARIO PIROLLO
SIGNAL RECOGNITION BASED ON WAVELET AND WAVELET NEURAL NETWORK 189
YAO-JUN WU, XI-ZHI SHI AND MING XU * ' CHAOS THEORY IN EEG ANALYSIS
195 HONGKUI JING AND SHIJUN CHEN A NEUROCOMPUTATIONAL MODEL OF
FIGURE-GROUND DISCRIMINATION BY RELA- TIVE MOTION 205 AIKE GUO, HAIJIAN
SUN, AND LIN LIU FEATURE SELECTIVITY IN A CORTICAL MODULE WITH
SHORT-RANGE EXCITATION . 219 DAVID HANSEL AND HAIM SOMPOLINSKY A
PSYCHOPHYSICAL EXPERIMENT TO TEST THE EFFICIENT STEREO CODING THEORY .
225 DANMEI CHEN AND ZHAOPING LI DAY 3 (28 MAY 1997) AN EXACT SOLUTION
FOR ON-LINE LEARNING OF SMOOTH FUNCTIONS 237 SARA A. SOLLA UNSUPERVISED
LEARNING BY EXAMPLES: ON-LINE VERSUS OFF-LINE 249 C. VAN DEN BROECK XI A
SIMPLE PERCEPTRON THAT LEARNS NON-MONOTONIC RULES 257 JUN-ICHI INOUE,
HIDETOSHI NISHIMORI AND YOSHIYUKI KABASHIMA THE STABILITY OF ASYMMETRIE
HOPFIELD NETWORKS WITH NONNEGATIVE WEIGHTS 267 JINWEN MA FULLY CONNECTED
Q-ISING NEURAL NETWORKS: A GENERAL SCHEME FOR DIS- CUSSING PARALLEL
DYNAMICS :. 277 D. BOLLE, G. JONGEN AND G. M. SHIM RECURRENT SAMPLING
MODELS 287 PETER DAYAN LOW-COMPLEXITY CODING AND DECODING 297 SEPP
HOCHREITER AND JUERGEN SCHMIDHUBER PATTERN ANALYSIS AND SYNTHESIS IN
ATTRACTOR NEURAL NETWORKS 307 H. SEBASTIAN SEUNG AUTHOR INDEX 315
SUBJECT INDEX 316 |
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| spelling | Theoretical aspects of neural computation a multidisciplinary perspective; International Workshop, TANC'97 Hong Kong, 26 - 28 May 1997 Kwok-Yee Michael Wong ... (eds.) Singapore [u.a.] Springer 1998 XI, 320 S. Ill., graph. Darst. txt rdacontent n rdamedia nc rdacarrier Neural computers Congresses Neural networks (Computer science) Congresses Neuronales Netz (DE-588)4226127-2 gnd rswk-swf (DE-588)1071861417 Konferenzschrift 1997 Hongkong gnd-content Neuronales Netz (DE-588)4226127-2 s DE-604 Wong, Kwok-Yee Michael 1956- Sonstige (DE-588)120340305 oth TANC 1997 Hongkong Sonstige (DE-588)2171635-3 oth GBV Datenaustausch application/pdf http://bvbr.bib-bvb.de:8991/F?func=service&doc_library=BVB01&local_base=BVB01&doc_number=008174297&sequence=000001&line_number=0001&func_code=DB_RECORDS&service_type=MEDIA Inhaltsverzeichnis |
| spellingShingle | Theoretical aspects of neural computation a multidisciplinary perspective; International Workshop, TANC'97 Hong Kong, 26 - 28 May 1997 Neural computers Congresses Neural networks (Computer science) Congresses Neuronales Netz (DE-588)4226127-2 gnd |
| subject_GND | (DE-588)4226127-2 (DE-588)1071861417 |
| title | Theoretical aspects of neural computation a multidisciplinary perspective; International Workshop, TANC'97 Hong Kong, 26 - 28 May 1997 |
| title_auth | Theoretical aspects of neural computation a multidisciplinary perspective; International Workshop, TANC'97 Hong Kong, 26 - 28 May 1997 |
| title_exact_search | Theoretical aspects of neural computation a multidisciplinary perspective; International Workshop, TANC'97 Hong Kong, 26 - 28 May 1997 |
| title_full | Theoretical aspects of neural computation a multidisciplinary perspective; International Workshop, TANC'97 Hong Kong, 26 - 28 May 1997 Kwok-Yee Michael Wong ... (eds.) |
| title_fullStr | Theoretical aspects of neural computation a multidisciplinary perspective; International Workshop, TANC'97 Hong Kong, 26 - 28 May 1997 Kwok-Yee Michael Wong ... (eds.) |
| title_full_unstemmed | Theoretical aspects of neural computation a multidisciplinary perspective; International Workshop, TANC'97 Hong Kong, 26 - 28 May 1997 Kwok-Yee Michael Wong ... (eds.) |
| title_short | Theoretical aspects of neural computation |
| title_sort | theoretical aspects of neural computation a multidisciplinary perspective international workshop tanc 97 hong kong 26 28 may 1997 |
| title_sub | a multidisciplinary perspective; International Workshop, TANC'97 Hong Kong, 26 - 28 May 1997 |
| topic | Neural computers Congresses Neural networks (Computer science) Congresses Neuronales Netz (DE-588)4226127-2 gnd |
| topic_facet | Neural computers Congresses Neural networks (Computer science) Congresses Neuronales Netz Konferenzschrift 1997 Hongkong |
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