65 search results - page 2 / 13 » A Spiking Neuron as Information Bottleneck |
100
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ESANN
2004
15 years 1 months ago
2004
Spiking neurons model a type of biological neural system where information is encoded with spike times. In this paper, a new method for decoding input spikes according to their abs...
85
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BC
2008
14 years 11 months ago
2008
Abstract Stable signal transmission is crucial for information processing by the brain. Synfire-chains, defined as feedforward networks of spiking neurons, are a well-studied class...
NECO
2008
14 years 11 months ago
2008
We consider a formal model of stimulus encoding with a circuit consisting of a bank of filters and an ensemble of integrate-and-fire neurons. Such models arise in olfactory system...
101
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NIPS
2004
15 years 1 months ago
2004
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...
107
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BIOADIT
2004
Springer
15 years 5 months ago
2004
Springer
Abstract. In this paper we present a functional model of a spiking neuron intended for hardware implementation. Some features of biological spiking neuabstracted, while preserving ...