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Long-Term Accuracy Enhancement of Binary Neural Networks Based on Optimized Three-Dimensional Memristor Array

In embedded neuromorphic Internet of Things (IoT) systems, it is critical to improve the efficiency of neural network (NN) edge devices in inferring a pretrained NN. Meanwhile, in the paradigm of edge computing, device integration, data retention characteristics and power consumption are particularl...

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Detalles Bibliográficos
Autores principales: Yu, Jie, Zhang, Woyu, Dong, Danian, Sun, Wenxuan, Lai, Jinru, Zheng, Xu, Gong, Tiancheng, Li, Yi, Shang, Dashan, Xing, Guozhong, Xu, Xiaoxin
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8879938/
https://www.ncbi.nlm.nih.gov/pubmed/35208432
http://dx.doi.org/10.3390/mi13020308