Title :
Implementation of Izhikevich neuron model with field programmable devices
Author :
Nimet Dahasert;İsmail Öztürk;Recai Kiliç
Author_Institution :
Elektrik-Elektronik Mü
fDate :
4/1/2012 12:00:00 AM
Abstract :
In this study, Izhikevich Neuron Model, which can be exhibited different behaviors, is implemented experimentally with programmable devices, FPGA (Field Programmable Gate Array) and FPAA (Field Programmable Analog Array). After testing the behaviors of neuron models through numerical analyses, the experimental setups are constructed with programmable devices. A switching mechanism, that provides convenience to observe results, is proposed as well as the advantage of FPGA´s programmability. Experimental results agree with the numerical analyses results of neuron model.
Keywords :
"Field programmable gate arrays","Neurons","Field programmable analog arrays","Adaptation models","Biological system modeling","Numerical models","Arrays"
Conference_Titel :
Signal Processing and Communications Applications Conference (SIU), 2012 20th
Print_ISBN :
978-1-4673-0055-1
DOI :
10.1109/SIU.2012.6204544