Title
Neighborhood Induced Stochastic Resonance
Abstract
Spatial interactions over a local neighborhood betweenneurons is common in many models of neural networks.The spatial interaction is often shaped to allow for improvedresponse in the application for which the networkis constructed #e.g. signal detection or sensorysegmentation#. In this paper, we study an additionale#ect that can occur when such spatial interactions areimposed. Speci#cally, we #nd that the net input receivedby a neuron from neighboring neurons can induce stochastic...
Year
DOI
Venue
1999
10.1109/IJCNN.1999.831570
IJCNN
Keywords
Field
DocType
detectors,signal detection,stochastic resonance,neural nets,stochastic processes,neural network,image segmentation,neural networks,oscillators,computer networks,signal to noise ratio,resonance
Detection theory,Computer science,Signal-to-noise ratio,Stochastic neural network,Stochastic process,Stochastic resonance (sensory neurobiology),Artificial intelligence,Stochastic resonance,Artificial neural network,Neuron,Machine learning
Conference
Citations 
PageRank 
References 
0
0.34
1
Authors
3
Name
Order
Citations
PageRank
Ravi Kothari175553.03
Ming Dong212.07
Dinesh K. Bhatia393.11