22 search results - page 1 / 5 » A Simple Model for Neural Computation with Firing Rates and ... |
ECCC
2000
13 years 5 months ago
2000
A simple extension of standard neural network models is introduced which provides a model for neural computations that involve both firing rates and firing correlations. Such an ex...
NIPS
2003
13 years 7 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...
ICANN
1997
Springer
13 years 10 months ago
1997
Springer
Abstract. Stimulus4ependent changes have been observed in the correlations between the spike trains of simultaneously-recorded pairs of neurons from the auditory cortex of marmoset...
NECO
2008
13 years 5 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...
IJCNN
2000
IEEE
13 years 10 months ago
2000
IEEE
This paper examines the computational role of inhibition as it moves towards balancing concurrent excitation using the biologically-inspired Temporal Noisy-Leaky Integrator (TNLI) ...