전자공학회논문지B (Journal of the Korean Institute of Telematics and Electronics B)
- 제31B권4호
- /
- Pages.155-165
- /
- 1994
- /
- 1016-135X(pISSN)
비선형 시냅스를 갖는 확장 가능한 Analog Neuro-chip의 설계
Design of Expandable Neuro-Chip with Nonlinear Synapses
초록
An analog neural network circuit of rhigh density integration is introduced. It's prototype chip is designed in 3 by 3 mm2 die. It uses only one MOSFET to implement a synapse. The number of synapses per neuron can be expanded by cascading several chips. The influence of nonlinearity in synapses is analyzed. A formalization of the back propagation which can be applied to this circuit is shown. Some simulation results are shown and disscussed.
키워드