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NECO
2008
156views more  NECO 2008»
13 years 4 months ago
Dynamical Constraints on Using Precise Spike Timing to Compute in Recurrent Cortical Networks
ns. We have previously developed an abstract dynamical system for networks of spiking neurons that has allowed us to identify the criterion for the stationary dynamics of a network...
Arunava Banerjee, Peggy Seriès, Alexandre P...
NECO
2008
116views more  NECO 2008»
13 years 4 months ago
Bayesian Spiking Neurons I: Inference
Sophie Deneve
NECO
2008
112views more  NECO 2008»
13 years 4 months ago
Second-Order SMO Improves SVM Online and Active Learning
Iterative learning algorithms that approximate the solution of support vector machines (SVMs) have two potential advantages. First, they allow for online and active learning. Seco...
Tobias Glasmachers, Christian Igel
NECO
2008
74views more  NECO 2008»
13 years 4 months ago
Gamma Oscillations and Stimulus Selection
More coherent excitatory stimuli are known to have a competitive advantage over less coherent ones. We show here that this advantage is amplified greatly when the target includes i...
Christoph Börgers, Nancy Kopell
NECO
2008
79views more  NECO 2008»
13 years 4 months ago
The High-Conductance State of Cortical Networks
Arvind Kumar, Sven Schrader, Ad Aertsen, Stefan Ro...
NECO
2008
122views more  NECO 2008»
13 years 4 months ago
Constrained Subspace ICA Based on Mutual Information Optimization Directly
We introduce a new approach to constrained Independent Component Analysis (ICA) by formulating the original, unconstrained ICA problem as well as the constraints in mutual informa...
Marc M. Van Hulle
NECO
2008
94views more  NECO 2008»
13 years 4 months ago
Chaotic Frequency Scaling in a Coupled Oscillator Model for Free Rhythmic Actions
Aaron Raftery, Joseph Cusumano, Dagmar Sternad