65 search results - page 1 / 13 » A Spiking Neuron as Information Bottleneck |
NECO
2010
13 years 3 months ago
2010
ICANN
2003
Springer
13 years 10 months ago
2003
Springer
We propose a simple method to map a generic threshold model, namely the Spike Response Model, to artificial data of neuronal activity using a minimal amount of a priori informatio...
NIPS
2003
13 years 6 months ago
2003
We employ an efficient method using Bayesian and linear classifiers for analyzing the dynamics of information in high-dimensional states of generic cortical microcircuit models....
IJON
2002
13 years 5 months ago
2002
For a network of spiking neurons that encodes information in the timing of individual spike times, we derive a supervised learning rule, SpikeProp, akin to traditional errorbackpr...
ICA
2010
Springer
13 years 5 months ago
2010
Springer
We describe in this paper an advanced protocol for the discrimination and the classification of neuronal spike waveforms within multichannel electrophysiological recordings. Sparse...