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» Tristability in Model Neurons
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NECO
2000
133views more  NECO 2000»
14 years 9 months ago
Neural Coding: Higher-Order Temporal Patterns in the Neurostatistics of Cell Assemblies
Recent advances in the technology of multi-unit recordings make it possible to test Hebb's hypothesis that neurons do not function in isolation but are organized in assemblie...
Laura Martignon, Gustavo Deco, Kathryn B. Laskey, ...
NPL
2000
88views more  NPL 2000»
14 years 9 months ago
Learning Synaptic Clusters for Nonlinear Dendritic Processing
Nonlinear dendritic processing appears to be a feature of biological neurons and would also be of use in many applications of artificial neural networks. This paper presents a mod...
Michael W. Spratling, Gillian Hayes
BC
1999
104views more  BC 1999»
14 years 9 months ago
Control of multistability in ring circuits of oscillators
The essential dynamics of some biological central pattern generators (CPGs) can be captured by a model consisting of x neurons connected in a ring. These circuits, like many oscill...
Carmen C. Canavier, Douglas A. Baxter, J. W. Clark...
BIOADIT
2004
Springer
15 years 3 months ago
A Hardware Implementation of a Network of Functional Spiking Neurons with Hebbian Learning
Abstract. In this paper we present a functional model of a spiking neuron intended for hardware implementation. Some features of biological spiking neuabstracted, while preserving ...
Andres Upegui, Carlos Andrés Peña-Re...
IJCNN
2006
IEEE
15 years 3 months ago
Markov Coding Strategy of the Simple Spiking Model of Auditory Neuron
— The present paper is devoted to the exploration of the properties of the simple spiking neuron model and quantification of the information transfer rate, which the separate neu...
Alexei V. Ivanov, Alexander A. Petrovsky