A COGNITIVE APPROACH TO NEURAL NETWORK MODEL BASED ON THE COMMUNICATION SYSTEM BY AN INFORMATION CRITERIA

Alla HORİUSHKİNA; Serhat SEKER; Ufuk KORKMAZ

Makale detayları

A COGNITIVE APPROACH TO NEURAL NETWORK MODEL BASED ON THE COMMUNICATION SYSTEM BY AN INFORMATION CRITERIA

Yazarlar:

Alla HORİUSHKİNA | Serhat SEKER | Ufuk KORKMAZ

Yayıncı:

İstanbul Technical University

Ana Başlıklar:

Uygulamalı fizik

Dergi:

The Journal of Cognitive Systems 2018 Vol.3 Issue 1, pp.1-4

Belge Tipi:

Makale

Yayın Tarihi:

11/2018

Belge Dili:

İngilizce

Document ID (Org No.):

2000664882

Sıklık:

İki Yıllık

pISSN:

2548-0650

Özet:

 

In this paper presents the structural analogy between
the artificial neural net (ANN) architecture and communication system
principles. Thus, a feed forward auto-associative ANN is assumed like a
communication system and the channel capacity is defined as an information
measure related to the number of hidden nodes which are in one hidden layer of
the neural net. Here, the channel capacity formula which is given for the
communication channel is represented as information a criterion that is
connected with Shannon’s entropy. Hence it is defined as information capacity
under the interpretation of cognitive capacity and set theory approach is also used
to define the ANN in manner of cognitive system.

Makale detayları

A COGNITIVE APPROACH TO NEURAL NETWORK MODEL BASED ON THE COMMUNICATION SYSTEM BY AN INFORMATION CRITERIA

Yazarlar: Alla HORİUSHKİNA | Serhat SEKER | Ufuk KORKMAZ

Yayıncı: İstanbul Technical University

Ana Başlıklar: Uygulamalı fizik

Dergi: The Journal of Cognitive Systems 2018 Vol.3 Issue 1, pp.1-4

Belge Tipi: Makale

Yayın Tarihi: 11/2018

Belge Dili: İngilizce

Document ID (Org No.): 2000664882

Sıklık: İki Yıllık

pISSN: 2548-0650

Sayı

Yazarlar:

Alla HORİUSHKİNA | Serhat SEKER | Ufuk KORKMAZ

Yayıncı:

İstanbul Technical University

Ana Başlıklar:

Uygulamalı fizik

Dergi:

The Journal of Cognitive Systems 2018 Vol.3 Issue 1, pp.1-4

Belge Tipi:

Makale

Yayın Tarihi:

11/2018

Belge Dili:

İngilizce

Document ID (Org No.):

2000664882

Sıklık:

İki Yıllık

pISSN:

2548-0650