- Turkish Journal of Electrical Engineering and Computer Science
- Vol: 24 Issue: 6
- FPGA implementations of scale-invariant models of neural networks
FPGA implementations of scale-invariant models of neural networks
Authors : Zeinulla Zhanabaev, Yeldos Kozhagulov, Dauren Zhexebay
Pages : 5090-5099
View : 6 | Download : 4
Publication Date : 9999-12-31
Article Type : Makaleler
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.Keywords : Neural networks, field-programmable gate array, digital scheme, scale invariance