spiking neuron model

40

NIPS
2004

128views Information Technology» more NIPS 2004»

Spike-timing Dependent Plasticity and Mutual Information Maximization for a Spiking Neuron Model

14 years 1 months ago

We derive an optimal learning rule in the sense of mutual information maximization for a spiking neuron model. Under the assumption of small fluctuations of the input, we find a s...

Taro Toyoizumi, Jean-Pascal Pfister, Kazuyuki Aiha...

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30

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IJCNN
2006
IEEE

107views Neural Networks» more IJCNN 2006»

Markov Coding Strategy of the Simple Spiking Model of Auditory Neuron

14 years 6 months ago

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— The present paper is devoted to the exploration of the properties of the simple spiking neuron model and quantification of the information transfer rate, which the separate neu...

Alexei V. Ivanov, Alexander A. Petrovsky

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30

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ICANNGA
2007
Springer

143views Algorithms» more ICANNGA 2007»

A Model of Non-elemental Associative Learning in the Mushroom Body Neuropil of the Insect Brain

14 years 6 months ago

Download homepages.inf.ed.ac.uk

We developed a computational model of the mushroom body (MB), a prominent region of multimodal integration in the insect brain, and tested the model’s performance for non-element...

Jan Wessnitzer, Barbara Webb, Darren Smith

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