Article ID | Journal | Published Year | Pages | File Type |
---|---|---|---|---|
408490 | Neurocomputing | 2007 | 8 Pages |
Abstract
Motivated by the natural representation of stimuli in sensory systems, we investigate the representation of a bandlimited signal by an ensemble of Hodgkin–Huxley neurons with multiplicative coupling. We show that such a neuronal ensemble is I/O equivalent with an ensemble of integrate-and-fire neurons with variable threshold. The value of the threshold sequence is explicitly given. We describe a general algorithm for recovering the stimulus at the input of the neuronal ensemble.
Related Topics
Physical Sciences and Engineering
Computer Science
Artificial Intelligence
Authors
Aurel A. Lazar,