41 search results - page 1 / 9 » Probabilistic Models of Neuronal Spike Trains |
64
Voted
NN
1997
Springer
15 years 2 months ago
1997
Springer
94
Voted
ICANN
2003
Springer
15 years 3 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...
78
Voted
TNN
2008
14 years 10 months ago
2008
In this paper, spiking neuronal models employing means, variances, and correlations for computation are introduced. We present two approaches in the design of spiking neuronal netw...
91
Voted
NIPS
2003
14 years 11 months ago
2003
Recent work has examined the estimation of models of stimulus-driven neural activity in which some linear filtering process is followed by a nonlinear, probabilistic spiking stag...
NIPS
2004
14 years 11 months ago
2004
Experimental studies have observed synaptic potentiation when a presynaptic neuron fires shortly before a postsynaptic neuron, and synaptic depression when the presynaptic neuron ...