1-20 of 32
Geoffrey Hinton
Close
Save search
Follow your search
Access your saved searches in your account
Would you like to receive an alert when new items match your search?
Close Modal
Sort by
Book Chapter

Introduction

By Geoffrey Hinton, Terrence J. Sejnowski
Series: Computational Neuroscience Series
Publisher: The MIT Press
Published: 24 May 1999
DOI: 10.7551/mitpress/7011.003.0001
EISBN: 9780262288033
PDF
Book Chapter

Unsupervised Learning

By Geoffrey Hinton, H.B. Barlow, Terrence J. Sejnowski
Series: Computational Neuroscience Series
Publisher: The MIT Press
Published: 24 May 1999
DOI: 10.7551/mitpress/7011.003.0002
EISBN: 9780262288033
PDF
Book Chapter

Local Synaptic Learning Rules Suffice to Maximize Mutual Information in a Linear Network

By Geoffrey Hinton, Ralph Linsker, Terrence J. Sejnowski
Series: Computational Neuroscience Series
Publisher: The MIT Press
Published: 24 May 1999
DOI: 10.7551/mitpress/7011.003.0003
EISBN: 9780262288033
PDF
Book Chapter

Convergent Algorithm for Sensory Receptive Field Development

By Geoffrey Hinton, Joseph J. Atick, Terrence J. Sejnowski, A. Norman Redlich
Series: Computational Neuroscience Series
Publisher: The MIT Press
Published: 24 May 1999
DOI: 10.7551/mitpress/7011.003.0004
EISBN: 9780262288033
PDF
Book Chapter

Emergence of Position-Independent Detectors of Sense of Rotation and Dilation with Hebbian Learning: An Analysis

By Geoffrey Hinton, Kechen Zhang, Terrence J. Sejnowski, Martin I. Sereno, Margaret E. Sereno
Series: Computational Neuroscience Series
Publisher: The MIT Press
Published: 24 May 1999
DOI: 10.7551/mitpress/7011.003.0005
EISBN: 9780262288033
PDF
Book Chapter

Learning Invariance from Transformation Sequences

By Geoffrey Hinton, Peter Földiák, Terrence J. Sejnowski
Series: Computational Neuroscience Series
Publisher: The MIT Press
Published: 24 May 1999
DOI: 10.7551/mitpress/7011.003.0006
EISBN: 9780262288033
PDF
Book Chapter

Learning Perceptually Salient Visual Parameters Using Spatiotemporal Smoothness Constraints

By Geoffrey Hinton, James V. Stone, Terrence J. Sejnowski
Series: Computational Neuroscience Series
Publisher: The MIT Press
Published: 24 May 1999
DOI: 10.7551/mitpress/7011.003.0007
EISBN: 9780262288033
PDF
Book Chapter

What is the Goal of Sensory Coding?

By Geoffrey Hinton, David J. Field, Terrence J. Sejnowski
Series: Computational Neuroscience Series
Publisher: The MIT Press
Published: 24 May 1999
DOI: 10.7551/mitpress/7011.003.0008
EISBN: 9780262288033
PDF
Book Chapter

An Information-Maximization Approach to Blind Separation and Blind Deconvolution

By Geoffrey Hinton, Anthony J. Bell, Terrence J. Sejnowski, Terrence J. Sejnowski
Series: Computational Neuroscience Series
Publisher: The MIT Press
Published: 24 May 1999
DOI: 10.7551/mitpress/7011.003.0009
EISBN: 9780262288033
PDF
Book Chapter

Natural Gradient Works Efficiently in Learning

By Geoffrey Hinton, Shun-ichi Amari, Terrence J. Sejnowski
Series: Computational Neuroscience Series
Publisher: The MIT Press
Published: 24 May 1999
DOI: 10.7551/mitpress/7011.003.0010
EISBN: 9780262288033
PDF
Book Chapter

A Fast Fixed-Point Algorithm for Independent Component Analysis

By Geoffrey Hinton, Aapo Hyvärinen, Terrence J. Sejnowski, Erkki Oja
Series: Computational Neuroscience Series
Publisher: The MIT Press
Published: 24 May 1999
DOI: 10.7551/mitpress/7011.003.0011
EISBN: 9780262288033
PDF
Book Chapter

Feature Extraction Using an Unsupervised Neural Network

By Geoffrey Hinton, Nathan Intrator, Terrence J. Sejnowski
Series: Computational Neuroscience Series
Publisher: The MIT Press
Published: 24 May 1999
DOI: 10.7551/mitpress/7011.003.0012
EISBN: 9780262288033
PDF
Book Chapter

Learning Mixture Models of Spatial Coherence

By Geoffrey Hinton, Suzanna Becker, Terrence J. Sejnowski, Geoffrey E. Hinton
Series: Computational Neuroscience Series
Publisher: The MIT Press
Published: 24 May 1999
DOI: 10.7551/mitpress/7011.003.0013
EISBN: 9780262288033
PDF
Book Chapter

Bayesian Self-Organization Driven by Prior Probability Distributions

By Geoffrey Hinton, Alan L. Yuille, Terrence J. Sejnowski, Stelios M. Smirnakis, Lei Xu
Series: Computational Neuroscience Series
Publisher: The MIT Press
Published: 24 May 1999
DOI: 10.7551/mitpress/7011.003.0014
EISBN: 9780262288033
PDF
Book Chapter

Finding Minimum Entropy Codes

By Geoffrey Hinton, H.B. Barlow, Terrence J. Sejnowski, T.P. Kaushal, G.J. Mitchison
Series: Computational Neuroscience Series
Publisher: The MIT Press
Published: 24 May 1999
DOI: 10.7551/mitpress/7011.003.0015
EISBN: 9780262288033
PDF
Book Chapter

Learning Population Codes by Minimizing Description Length

By Geoffrey Hinton, Richard S. Zemel, Terrence J. Sejnowski, Geoffrey E. Hinton
Series: Computational Neuroscience Series
Publisher: The MIT Press
Published: 24 May 1999
DOI: 10.7551/mitpress/7011.003.0016
EISBN: 9780262288033
PDF
Book Chapter

The Helmholtz Machine

By Geoffrey Hinton, Peter Dayan, Terrence J. Sejnowski, Geoffrey E. Hinton, Radford M. Neal ...
Series: Computational Neuroscience Series
Publisher: The MIT Press
Published: 24 May 1999
DOI: 10.7551/mitpress/7011.003.0017
EISBN: 9780262288033
PDF
Book Chapter

Factor Analysis Using Delta-Rule Wake-Sleep Learning

By Geoffrey Hinton, Radford M. Neal, Terrence J. Sejnowski, Peter Dayan
Series: Computational Neuroscience Series
Publisher: The MIT Press
Published: 24 May 1999
DOI: 10.7551/mitpress/7011.003.0018
EISBN: 9780262288033
PDF
Book Chapter

Dimension Reduction by Local Principal Component Analysis

By Geoffrey Hinton, Nandakishore Kambhatla, Terrence J. Sejnowski, Todd K. Leen
Series: Computational Neuroscience Series
Publisher: The MIT Press
Published: 24 May 1999
DOI: 10.7551/mitpress/7011.003.0019
EISBN: 9780262288033
PDF
Book Chapter

A Resource-Allocating Network for Function Interpolation

By Geoffrey Hinton, John Platt, Terrence J. Sejnowski
Series: Computational Neuroscience Series
Publisher: The MIT Press
Published: 24 May 1999
DOI: 10.7551/mitpress/7011.003.0020
EISBN: 9780262288033
PDF