10 citations · 13 across the 6 of their papers we have counts for
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physics.bio-ph2010
Noise and Neuronal Heterogeneity
Michael J. Barber, Manfred L. Ristig
We consider signal transaction in a simple neuronal model featuring intrinsic noise. The presence of noise limits the precision of neural responses and impacts the quality of neura…
cond-mat.dis-nn2010
Designing neural networks that process mean values of random variables
Michael J. Barber, John W. Clark
We introduce a class of neural networks derived from probabilistic models in the form of Bayesian networks. By imposing additional assumptions about the nature of the probabilistic…