Title :
Novel digital spiking neuron and its pulse-coupled network: spike position coding and multiplex communication
Author :
Torikai, Hiroyuki ; Hamanaka, Hiroshi ; Saito, Toshimichi
Author_Institution :
Dept. of EECE, HOSEI Univ., Tokyo, Japan
fDate :
31 July-4 Aug. 2005
Abstract :
We present a novel digital spiking neuron that can generate various spike-trains. Based on a spike position modulation, the neuron can code multiple digital information into a single spike-train. We also present a pulse-coupled network of the neurons to which the coded spike-train is input. The network can retrieve the digital information from the input spike-train, based on a synchronization phenomenon. Applications of the network to multiplex communications are discussed, and typical phenomena are confirmed by an HDL simulation.
Keywords :
modulation; multiplexing; neural chips; synchronisation; HDL simulation; digital spiking neuron; multiplex communication; pulse-coupled network; single spike-train; spike position coding; spike position modulation; Digital modulation; Field programmable gate arrays; Hardware design languages; Information retrieval; Modulation coding; Neurons; Personal communication networks; Sensor arrays; Shift registers; Signal generators;
Conference_Titel :
Neural Networks, 2005. IJCNN '05. Proceedings. 2005 IEEE International Joint Conference on
Print_ISBN :
0-7803-9048-2
DOI :
10.1109/IJCNN.2005.1556448
