Associative memory in a network of ‘spiking’ neurons

A quantitative description of membrane current and its application to conduction and excitation in nerve

1952 • 21,965 citations

Neural networks and physical systems with emergent collective computational abilities.

1982 • 18,281 citations

Neurons with graded response have collective computational properties like those of two-state neurons.

1984 • 6,721 citations

Impulses and Physiological States in Theoretical Models of Nerve Membrane

1961 • 5,825 citations

An Active Pulse Transmission Line Simulating Nerve Axon

1962 • 3,900 citations

Stimulus-specific neuronal oscillations in orientation columns of cat visual cortex.

1989 • 2,493 citations

Coherent oscillations: A mechanism of feature linking in the visual cortex?

1988 • 2,355 citations

Modeling Brain Function

1989 • 2,025 citations

Neuronal Spike Trains and Stochastic Point Processes

1967 • 1,501 citations

Spin-glass models of neural networks

1985 • 1,179 citations

A mechanism for the Hebb and the anti-Hebb processes underlying learning and memory.

1989 • 1,114 citations

A neural cocktail-party processor

1986 • 1,080 citations

Hebbian synapses in hippocampus.

1986 • 560 citations

An Exactly Solvable Asymmetric Neural Network Model

1987 • 535 citations

Associative long-term depression in the hippocampus induced by hebbian covariance

1989 • 470 citations

Information storage in neural networks with low levels of activity

1987 • 331 citations

Quantitative study of attractor neural network retrieving at low spike rates: I. substrate—spikes, rates and neuronal gain

1991 • 270 citations

Pattern Segmentation in Associative Memory

1990 • 199 citations

Associative memory with high information content

1989 • 171 citations

Model neurons: From Hodgkin-Huxley to hopfield

2008 • 167 citations

Nonlinear Neural Networks

1986 • 152 citations

Hebbian learning reconsidered: Representation of static and dynamic objects in associative neural nets

1989 • 119 citations

Neural networks with dynamical thresholds

1989 • 116 citations

Temporal sequences and chaos in neural nets

1988 • 115 citations

Long-Term Potentiation in Two Synaptic Systems of the Hippocampal Brain Slice

1989 • 91 citations

Spike Discharge Patterns of Spontaneous and Continuously Stimulated Activity in the Cochlear Nucleus of Anesthetized Cats

1965 • 91 citations

Optimised network for sparsely coded patterns

1989 • 83 citations

The Hebb Rule: Storing Static and Dynamic Objects in an Associative Neural Network

1988 • 76 citations

Universality in neural networks: the importance of the ‘mean firing rate’

1992 • 53 citations

Associative recognition and storage in a model network of physiological neurons

1986 • 42 citations

Nonlinear neural networks. I. General theory

1988 • 35 citations

Elementary solution of Classical Spin-Glass models

1986 • 35 citations

Dynamic Model of Neural Networks

1988 • 30 citations

A ‘microscopic’ model of collective oscillations in the cortex

1992 • 9 citations