Ontology highlight
ABSTRACT:
SUBMITTER: Neftci E
PROVIDER: S-EPMC3773754 | biostudies-literature | 2013 Sep
REPOSITORIES: biostudies-literature
Neftci Emre E Binas Jonathan J Rutishauser Ueli U Chicca Elisabetta E Indiveri Giacomo G Douglas Rodney J RJ
Proceedings of the National Academy of Sciences of the United States of America 20130722 37
The quest to implement intelligent processing in electronic neuromorphic systems lacks methods for achieving reliable behavioral dynamics on substrates of inherently imprecise and noisy neurons. Here we report a solution to this problem that involves first mapping an unreliable hardware layer of spiking silicon neurons into an abstract computational layer composed of generic reliable subnetworks of model neurons and then composing the target behavioral dynamics as a "soft state machine" running ...[more]