역전파 학습 알고리즘을 적용한 디지탈 신경망 칩의 설계

초록

In this paper, digital circuit structure that realizes error back-propagation learning algorithm is proposed. In order to perform real-time data processing, a gadget that processes the algorithm sufficiently fast is needed critically. When the proposed network is implemented in digital integrated circuit, it consumes less power, it is immune to noise, and it employs extensible and reconfigurable modular in accordance with its applied field. Suggested network is designed in digital circuit and its performance is verified by computer simulation.