FPGA implementations of scale-invariant models of neural networks

ZEINULLA ZHANABAEV; YELDOS KOZHAGULOV; DAUREN ZHEXEBAY

Article Details

FPGA implementations of scale-invariant models of neural networks

Authors:

ZEINULLA ZHANABAEV | YELDOS KOZHAGULOV | DAUREN ZHEXEBAY

Publisher:

TUBITAK

Journal:

Turkish Journal of Electrical Engineering and Computer Science 2016 Vol.24 Issue 6, pp.5090-5099

Document Type:

Article

Publication Date:

11/2016

Document Language:

Turkish

Document ID (Org No.):

2000741404

Frequency:

Bimonthly

eISSN:

1303-6203

pISSN:

1300-0632

Abstract:

 

Integrated circuit implementations of new models of   neural networks with scale-invariant properties are presented. The specifics   of such models are necessary in analysis of discrete mappings containing   fractional power. We suggest an algorithm for increasing the power of a   physical value by using a field-programmable gate array (FPGA). Comparisons   between FPGA implementations and numerical results are demonstrated.

Article Details

FPGA implementations of scale-invariant models of neural networks

Authors: ZEINULLA ZHANABAEV | YELDOS KOZHAGULOV | DAUREN ZHEXEBAY

Publisher: TUBITAK

Journal: Turkish Journal of Electrical Engineering and Computer Science 2016 Vol.24 Issue 6, pp.5090-5099

Document Type: Article

Publication Date: 11/2016

Document Language: Turkish

Document ID (Org No.): 2000741404

Frequency: Bimonthly

eISSN: 1303-6203

pISSN: 1300-0632

Issues

Authors:

ZEINULLA ZHANABAEV | YELDOS KOZHAGULOV | DAUREN ZHEXEBAY

Publisher:

TUBITAK

Journal:

Turkish Journal of Electrical Engineering and Computer Science 2016 Vol.24 Issue 6, pp.5090-5099

Document Type:

Article

Publication Date:

11/2016

Document Language:

Turkish

Document ID (Org No.):

2000741404

Frequency:

Bimonthly

eISSN:

1303-6203

pISSN:

1300-0632