Implementation of Izhikevich neuron model with field programmable devices Izhikevich nöron modeli̇ni̇n alan programlanabi̇li̇r elemanlarla gerçekleşti̇ri̇mi̇

Dahasert N., Öztürk I., KILIÇ R.

2012 20th Signal Processing and Communications Applications Conference, SIU 2012, Fethiye, Mugla, Türkiye, 18 - 20 Nisan 2012 identifier

  • Yayın Türü: Bildiri / Tam Metin Bildiri
  • Cilt numarası:
  • Doi Numarası: 10.1109/siu.2012.6204544
  • Basıldığı Şehir: Fethiye, Mugla
  • Basıldığı Ülke: Türkiye
  • Kayseri Üniversitesi Adresli: Hayır

Özet

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. © 2012 IEEE.