THE COGNITIVE MODELS USING OSCILLATORY NEURAL NETS

Mesut ATASOYU; Serdar OZOGUZ

Makale detayları

THE COGNITIVE MODELS USING OSCILLATORY NEURAL NETS

Yazarlar:

Mesut ATASOYU | Serdar OZOGUZ

Yayıncı:

İstanbul Technical University

Dergi:

The Journal of Cognitive Systems 2018 Vol.3 Issue 2, pp.21-22

Belge Tipi:

Makale

Yayın Tarihi:

12/2018

Belge Dili:

İngilizce

Document ID (Org No.):

2000664860

Sıklık:

İki Yıllık

pISSN:

2548-0650

Özet:

 


Oscillatory neural nets needs energy efficient neurons
and synapses in its hardware implementation, as a candidate, Magnetic Tunnel Junctions
(MTJ), which are known energy efficient devices [1-3], can be functioning as a
neuron or synapse in a neural net. In this work, we have proposed a Phase Locked Loop (PLL) based Oscillatory
Neural Network (ONN) for binary image recognition. The ONN architecture is
proposed and possible design aspects are presented. The response time of the
network may be faster with respect to the operating frequencies of the STO.

.

Makale detayları

THE COGNITIVE MODELS USING OSCILLATORY NEURAL NETS

Yazarlar: Mesut ATASOYU | Serdar OZOGUZ

Yayıncı: İstanbul Technical University

Dergi: The Journal of Cognitive Systems 2018 Vol.3 Issue 2, pp.21-22

Belge Tipi: Makale

Yayın Tarihi: 12/2018

Belge Dili: İngilizce

Document ID (Org No.): 2000664860

Sıklık: İki Yıllık

pISSN: 2548-0650

Sayı

Yazarlar:

Mesut ATASOYU | Serdar OZOGUZ

Yayıncı:

İstanbul Technical University

Dergi:

The Journal of Cognitive Systems 2018 Vol.3 Issue 2, pp.21-22

Belge Tipi:

Makale

Yayın Tarihi:

12/2018

Belge Dili:

İngilizce

Document ID (Org No.):

2000664860

Sıklık:

İki Yıllık

pISSN:

2548-0650