Multiple perspectives on the hardware implementations of biological neuron   models and programmable design aspects

Nimet KORKMAZ; İsmail ÖZTÜRK; Recai KILIÇ

Makale detayları

Multiple perspectives on the hardware implementations of biological neuron models and programmable design aspects

Yazarlar:

Nimet KORKMAZ | İsmail ÖZTÜRK | Recai KILIÇ

Yayıncı:

TUBITAK

Dergi:

Turkish Journal of Electrical Engineering and Computer Science 2016 Vol.24 Issue 3, pp.1729-1746

Belge Tipi:

Makale

Yayın Tarihi:

5/2016

Belge Dili:

Türkçe

Document ID (Org No.):

2000742154

Sıklık:

İki Aylık

eISSN:

1303-6203

pISSN:

1300-0632

Özet:

 

A few individual design examples of programmable   device-based biological neuron model implementations are available in the   literature, but there is no comprehensive study that examines analog and   digital programmable design examples of frequently studied biological neuron   model implementations. The aim of this paper is to present a comparative   study about programmable and reconfigurable implementations of the   FitzHugh--Nagumo, Izhikevich, and Hindmarsh--Rose neuron models. Since field   programmable analog array (FPAA) and field programmable gate array (FPGA)   devices offer several advantages such as flexible design possibilities,   reduction of the complexity of design, real-time modification, and software   control for programmable and reconfigurable implementations of neuron models   and neural structures, they are preferred in these implementations as analog   and digital programmable devices. Experimental results agree with the   numerical simulations and verify the design effectiveness of FPAA- and   FPGA-based implementations.

Makale detayları

Multiple perspectives on the hardware implementations of biological neuron models and programmable design aspects

Yazarlar: Nimet KORKMAZ | İsmail ÖZTÜRK | Recai KILIÇ

Yayıncı: TUBITAK

Dergi: Turkish Journal of Electrical Engineering and Computer Science 2016 Vol.24 Issue 3, pp.1729-1746

Belge Tipi: Makale

Yayın Tarihi: 5/2016

Belge Dili: Türkçe

Document ID (Org No.): 2000742154

Sıklık: İki Aylık

eISSN: 1303-6203

pISSN: 1300-0632

Sayı

Yazarlar:

Nimet KORKMAZ | İsmail ÖZTÜRK | Recai KILIÇ

Yayıncı:

TUBITAK

Dergi:

Turkish Journal of Electrical Engineering and Computer Science 2016 Vol.24 Issue 3, pp.1729-1746

Belge Tipi:

Makale

Yayın Tarihi:

5/2016

Belge Dili:

Türkçe

Document ID (Org No.):

2000742154

Sıklık:

İki Aylık

eISSN:

1303-6203

pISSN:

1300-0632