A brain-inspired spiking neural network model with temporal encoding and learning

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

A. L. Hodgkin, A. F. Huxley · The Journal of Physiology · 1952 · 22.9K citations · Full text

Hyperpolarization (Biology), Neurophysiology, Physiology +11

Neural networks and physical systems with emergent collective computational abilities.

J. J. Hopfield · Proceedings of the National Academy of Sciences · 1982 · 19K citations

Neural Networks (Machine Learning), Social Sciences, Memory +16

The Organization of Behavior; A Neuropsychological Theory

Fred Attneave, M. B., D. O. Hebb · The American Journal of Psychology · 1950 · 4.9K citations · Full text

Neuropsychology, Behaviorism, Educational Psychology +24

Simple model of spiking neurons

Eugene M. Izhikevich · IEEE Transactions on Neural Networks · 2003 · 4.7K citations

Engineering, Simple Model, Social Sciences +16

Real-Time Computing Without Stable States: A New Framework for Neural Computation Based on Perturbations

Wolfgang Maass, Thomas Natschläger, Henry Markram · Neural Computation · 2002 · 3.9K citations · Full text

Engineering, Machine Learning, Stable States +16