Learning in neural network memories

Neural networks and physical systems with emergent collective computational abilities.

1982 • 18,281 citations

A logical calculus of the ideas immanent in nervous activity

1943 • 16,532 citations

Parallel Distributed Processing: Explorations in the Microstructure of Cognition: Foundations

1986 • 15,232 citations

Parallel Distributed Processing

1986 • 14,631 citations

The Organization of Behavior; A Neuropsychological Theory

1950 • 5,058 citations

Applied Numerical Methods

1970 • 3,583 citations

Geometrical and Statistical Properties of Systems of Linear Inequalities with Applications in Pattern Recognition

1965 • 1,992 citations

Increased rates of convergence through learning rate adaptation

1988 • 1,803 citations

Non-Holographic Associative Memory

1969 • 1,009 citations

Storing Infinite Numbers of Patterns in a Spin-Glass Model of Neural Networks

1985 • 993 citations

Neuronal correlate of pictorial short-term memory in the primate temporal cortexYasushi Miyashita

1988 • 883 citations

Explorations in parallel distributed processing

1988 • 860 citations

Local Cortical Circuits

1982 • 676 citations

The Relaxation Method for Linear Inequalities

1954 • 562 citations

Hebbian synapses in hippocampus.

1986 • 560 citations

A Physiological Basis for a Theory of Synapse Modification

1987 • 535 citations

Optimal storage properties of neural network models

1988 • 506 citations

Statistical neurodynamics of associative memory

1988 • 426 citations

Learning algorithms with optimal stability in neural networks

1987 • 421 citations

Long-Term Synaptic Potentiation

1988 • 417 citations

From basic network principles to neural architecture: emergence of spatial-opponent cells.

1986 • 401 citations

Maximum Storage Capacity in Neural Networks

1987 • 345 citations

The Existence of Persistent States in the Brain

1974 • 340 citations

Principles of neurodynamics

1976 • 334 citations

Pharmacology and Nerve-endings (Walter Ernest Dixon Memorial Lecture): (Section of Therapeutics and Pharmacology).

1935 • 324 citations

Learning of correlated patterns in spin-glass networks by local learning rules

1987 • 256 citations

Neural networks with nonlinear synapses and a static noise

1986 • 229 citations

The effects of early visual experience on the cat's visual cortex and their possible explanation by Hebb synapses.

1981 • 218 citations

A memory which forgets

1986 • 172 citations

Associative memory with high information content

1989 • 171 citations

Spin glass model of learning by selection.

1986 • 156 citations

Solvable models of working memories

1986 • 121 citations

Pharmacology and Nerve Endings

1935 • 116 citations

Number of stable points for spin-glasses and neural networks of higher orders

1987 • 115 citations

Content-addressability and learning in neural networks

1988 • 114 citations

Domains of attraction in neural networks

1988 • 110 citations

A network of oscillators

1990 • 105 citations

Noise-Driven Temporal Association in Neural Networks

1987 • 99 citations

Information storage in sparsely coded memory nets

1990 • 88 citations

Layered neural networks

1989 • 84 citations

Critical storage capacity of the J = ± 1 neural network

1989 • 71 citations

Physics of Neural Networks

1990 • 67 citations

Hebb synaptic plasticity

1984 • 64 citations

A cognitive and associative memory

1987 • 62 citations

Metastable states in asymmetrically diluted Hopfield networks

1988 • 59 citations

Learning times of neural networks: Exact solution for a PERCEPTRON algorithm

1988 • 56 citations

Phase transitions in simple learning

1989 • 55 citations

Optimal learning in neural network memories

1989 • 55 citations

Perceptron learning with sign-constrained weights

1989 • 54 citations

Training with noise and the storage of correlated patterns in a neural network model

1989 • 53 citations

Associative Memory in Asymmetric Diluted Network with Low Level of Activity

1988 • 53 citations

Storing and Retrieving Information in a Layered Spin System

1986 • 49 citations

Learning and forgetting on asymmetric, diluted neural networks

1987 • 43 citations

The interaction space of neural networks with sign-constrained synapses

1989 • 42 citations

On learning rules and memory storage abilities of asymmetrical neural networks

1988 • 38 citations

Associative recall of images

1976 • 37 citations

Delays in Neural Networks

1988 • 37 citations

Neural Networks with Low Local Firing Rates

1989 • 36 citations

Memory maintenance in neural networks

1987 • 36 citations

Universality in the space of interactions for network models

1989 • 33 citations

Dynamical Learning Process for Recognition of Correlated Patterns in Symmetric Spin Glass Models

1987 • 31 citations

Random dilution in a neural network for biased patterns

1989 • 28 citations

Information storage in sparsely coded memory nets

1990 • 20 citations

On the dynamics of memorization processes

1988 • 19 citations

Dynamics of Learning

1991 • 19 citations

Iterated learning in a layered feed-forward neural network

1988 • 16 citations

Dynamics of Learning in Simple Perceptrons

1989 • 7 citations

Pair correlations in the antiperiodic Ising strip and conformal invariance

1986 • 5 citations

Convergence of an iterative neural network learning algorithm for linearly dependent patterns

1990 • 4 citations