23 search results - page 1 / 5 » Clustering neural spike trains with transient responses |
CDC
2008
IEEE
13 years 11 months ago
2008
IEEE
— The detection of transient responses, i.e. non– stationarities, that arise in a varying and small fraction of the total number of neural spike trains recorded from chronicall...
ICANN
2003
Springer
13 years 9 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...
NN
2002
Springer
13 years 4 months ago
2002
Springer
This article throws new light on the possible role of synapses in information transmission through theoretical analysis and computer simulations. We show that the internal dynamic...
IJCNN
2007
IEEE
13 years 10 months ago
2007
IEEE
— In this paper a clustering algorithm that learns the groups of synchronized spike trains directly from data is proposed. Clustering of spike trains based on the presence of syn...
ESANN
2006
13 years 5 months ago
2006
A novel nonlinear transient computation device is presented which is designed to perform computations on multiple spike-train input signals. The input signals perturb the internal ...