Title :
Multi-mode single neuron arithmetics and logics
Author :
Zhang, C.N. ; Zhao, Ming ; Wang, Meng
Author_Institution :
Dept. of Comput. Sci., Regina Univ., Sask., Canada
Abstract :
This paper focuses on phase analysis to explore the potential of single neuron local arithmetic and logic operations on input conductances. The analysis is based on a rational function model of local spatial summation with the equivalent circuits for steady-state membrane potentials. The prototypes of arithmetic and logic operations are then constructed with their input and output range
Keywords :
digital arithmetic; equivalent circuits; neural nets; arithmetic operations; equivalent circuits; input conductances; input range; local spatial summation; logic operations; multi-mode single neuron arithmetics; output range; phase analysis; rational function model; steady-state membrane potentials; Arithmetic; Artificial neural networks; Biological neural networks; Biological system modeling; Biology computing; Biomembranes; Equivalent circuits; Logic; Neurons; Power system modeling;
Conference_Titel :
Communications, Computers and Signal Processing, 1999 IEEE Pacific Rim Conference on
Conference_Location :
Victoria, BC
Print_ISBN :
0-7803-5582-2
DOI :
10.1109/PACRIM.1999.799567
