Title :
Novel electronic hardware for pulse-mode neural circuits
Author :
Roenker, Kenneth P. ; Song, Chungkun
Author_Institution :
Dept. of Electr. & Comput. Eng. & Comput. Sci., Cincinnati Univ., OH, USA
Abstract :
A new approach to the electronic hardware implementation of pulse-mode neural circuits is described that is not based on the use of conventional transistors, but on a novel semiconductor device called a Multi-Quantum Well Injection Mode Diode (MQW-IMD). Described is the physics of the device´s operation and the device´s use in simple circuits which exhibit neural-like characteristics, i.e. pulse generation, a sigmoidal frequency-bias characteristic, and input signal integration and summation over multiple inputs with synaptic weighting including both excitatory and inhibitory capabilities. Preliminary experimental and simulation results are described
Keywords :
neural nets; pulse circuits; semiconductor diodes; semiconductor quantum wells; electronic hardware; multi quantum well injection mode diode; pulse-mode neural circuit; semiconductor device; sigmoidal frequency-bias characteristic; signal integration; signal summation; synaptic weighting; Electrons; Frequency; Hardware; Nerve fibers; Physics; Pulse amplifiers; Pulse circuits; Quantum well devices; Semiconductor diodes; Threshold voltage;
Conference_Titel :
Circuits and Systems, 1996., IEEE 39th Midwest symposium on
Conference_Location :
Ames, IA
Print_ISBN :
0-7803-3636-4
DOI :
10.1109/MWSCAS.1996.594213