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» Lattice Neural Networks with Spike Trains
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HAIS
2010
Springer
14 years 11 months ago
Lattice Neural Networks with Spike Trains
Gerhard X. Ritter, Gonzalo Urcid
CORR
2008
Springer
116views Education» more  CORR 2008»
14 years 11 months ago
To which extend is the "neural code" a metric ?
Here is proposed a review of the different choices to structure spike trains, using deterministic metrics. Temporal constraints observed in biological or computational spike train...
Bruno Cessac, Horacio Rostro-González, Juan...
93
Voted
IJCNN
2008
IEEE
15 years 5 months ago
Biologically realizable reward-modulated hebbian training for spiking neural networks
— Spiking neural networks have been shown capable of simulating sigmoidal artificial neural networks providing promising evidence that they too are universal function approximat...
Silvia Ferrari, Bhavesh Mehta, Gianluca Di Muro, A...
67
Voted
NN
1997
Springer
136views Neural Networks» more  NN 1997»
15 years 3 months ago
Probabilistic Models of Neuronal Spike Trains
Pierre Baldi
96
Voted
ICANN
2003
Springer
15 years 4 months ago
The Spike Response Model: A Framework to Predict Neuronal Spike Trains
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...
Renaud Jolivet, Timothy J. Lewis, Wulfram Gerstner