Neuromorphic implementations of neurobiological learning algorithms for spiking neural networks

The perceptron: A probabilistic model for information storage and organization in the brain.

Frank F. Rosenblatt · Psychological Review · 1958 · 11.7K citations

Life Sciences, Neuroscience, Cognitive Neuroscience +13

Pattern Recognition and Machine Learning

Kybernetes · 2007 · 8.4K citations

Computing, Computer Engineering, Computer Science +14

A million spiking-neuron integrated circuit with a scalable communication network and interface

Paul Merolla, John V. Arthur, Rodrigo Alvarez-Icaza et al. · Science · 2014 · 4.1K citations

Engineering, Computer Engineering, Electrical Engineering +17

Regulation of Synaptic Efficacy by Coincidence of Postsynaptic APs and EPSPs

Henry Markram, Joachim Lübke, Michael Frotscher et al. · Science · 1997 · 3.9K citations · Full text

Life Sciences, Neurobiology, Neuroscience +17

Reservoir computing approaches to recurrent neural network training

Mantas Lukoševičius, Herbert Jaeger · Computer Science Review · 2009 · 2.9K citations

Computing, Computer Science, Machine Learning +4