Title :
On a pulse-coupled network of spiking neurons having quantized state
Author :
Torikai, Hiroyuki ; Saito, Toshimichi
Author_Institution :
Dept. of EECE, Hosei Univ., Tokyo, Japan
Abstract :
A quantized spiking neuron has various co-existing periodic spike-trains and generates one of them depending on the initial state. An information coding method for the spike-trains is introduced based on pulse interval modulation. We clarify correspondence between the set of code sequences in a parameter subspace. Also, a pulse-coupled network is introduced and its application to multiplex communications is considered.
Keywords :
encoding; neural nets; pulse modulation; quantisation (signal); information coding method; multiplex communications; pulse interval modulation; pulse-coupled network; quantized state; spiking neurons; Communication systems; Information processing; Information retrieval; Modulation coding; Neural networks; Neurons; Pulse modulation; Spread spectrum communication; Switches; Transmitters;
Conference_Titel :
Neural Networks, 2003. Proceedings of the International Joint Conference on
Print_ISBN :
0-7803-7898-9
DOI :
10.1109/IJCNN.2003.1223899
