Title :
A model of the RealNeuron
Author :
Erasmus, Louwrence D. ; Döben-Henisch, Gerd ; Bodenstein, Charles P.
Abstract :
The RealNeuron is a type of spiking neuron based on the descriptions of biological neurons and is simple enough to be simulated on standard desktop personal computers in a reasonable time. A mathematical model is presented of the RealNeuron that is suited for optimisation purposes. A RealNeuron network, if configured correctly, has short term and long term memory.
Keywords :
cellular biophysics; neural nets; physiological models; RealNeuron model; biological neurons; mathematical model; optimisation; spiking neuron; Analytical models; Artificial neural networks; Biological system modeling; Brain cells; Brain modeling; Computational modeling; Computer simulation; Microcomputers; Neurons; Protocols;
Conference_Titel :
AFRICON, 2004. 7th AFRICON Conference in Africa
Print_ISBN :
0-7803-8605-1
DOI :
10.1109/AFRICON.2004.1406854
