Title
Networks of neurons that emit and recognize signatures
Abstract
Recent experiments have revealed the presence of neural fingerprints in the activity of several neurons of the pyloric central pattern generator of crustacean. These signatures consist of specific spike timings in the bursting activity of the neurons. The existence of cellular mechanisms to identify the origin of individual neural signals, and the study of information processing based on this identification have been neglected in the context of theoretical approaches to the nervous system. In this paper, we present a simple model to study the ability of a neural network to process information based on the emission and recognition of neural signatures.
Year
DOI
Venue
2004
10.1016/j.neucom.2004.01.020
Neurocomputing
Keywords
Field
DocType
Neural signatures,Processing based on signal identification
Bursting,Information processing,Pattern recognition,Nervous system,Artificial intelligence,Neural decoding,Artificial neural network,Central pattern generator,Spiking neural network,Mathematics,Machine learning
Journal
Volume
ISSN
Citations 
58
0925-2312
2
PageRank 
References 
Authors
0.39
3
4
Name
Order
Citations
PageRank
Antonio Tristán1121.07
Francisco B. Rodríguez214422.95
Eduardo Serrano3469.46
Pablo Varona424829.83