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논문 목록
Memristor-based synaptic plasticity and unsupervised learning of spiking neural networks
저자
Hajiabadi, Zohreh; Shalchian, Majid
학술지명
Journal of Computational Electronics
출판/발행연도
2021
주제
요약
본 연구는 전압 구동 멤리스터 모델을 사용하여 시냅스 가소성을 연구하고, 비선형 및 임계 기반 학습, 장기 강화 및 장기 억제와 같은 중요한 시냅스 특징을 모방합니다. STDP 학습 특성 곡선을 얻은 후, STDP 규칙과 승자 독점 전략을 사용하여 스파이킹 신경망에서 비지도 학습을 평가하여 패턴 분류를 수행합니다.
학술지 영향력
[Journal of Computational Electronics]
- CiteScore
- 5.3
- ES
- 0.00237
- JCI
- 0.50
- JCR
- 2.5
- SJR
- 0.333
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