Title :
The design and simulation of OTA-based neuron model for artificial neural networks
Author :
Alci, Mustafa ; Tokmakci, M. ; Kilic, Recai
Author_Institution :
Dept. of Electron., Erciyes Univ., Kayseri, Turkey
Abstract :
In this study, a neuron model designed with symmetrical multi-input OTA is presented. The behaviour of this circuit model of a single neuron has been examined and confirmed by SPICE simulations. The main advantage of this model respect with the other models in literature, that implementation size is small for VLSI technology and the weight of each input (synapse) can be controlled with bias voltages that are able to be changed dynamically
Keywords :
SPICE; VLSI; biomedical electronics; brain models; neural nets; OTA-based neuron model; SPICE simulations; artificial neural networks; bias voltages; circuit model; implementation size; input weight; synapse; Artificial neural networks; Biological system modeling; Brain modeling; Circuit simulation; Humans; MOSFET circuits; Mathematical model; Neurons; SPICE; Voltage control;
Conference_Titel :
Biomedical Engineering Days, 1998. Proceedings of the 1998 2nd International Conference
Conference_Location :
Istanbul
Print_ISBN :
0-7803-4242-9
DOI :
10.1109/IBED.1998.710560
