Cargando…
Weighted Synapses Without Carry Operations for RRAM-Based Neuromorphic Systems
The parallel updating scheme of RRAM-based analog neuromorphic systems based on sign stochastic gradient descent (SGD) can dramatically accelerate the training of neural networks. However, sign SGD can decrease accuracy. Also, some non-ideal factors of RRAM devices, such as intrinsic variations and...
Autores principales: | , , , , , |
---|---|
Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Frontiers Media S.A.
2018
|
Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5865074/ https://www.ncbi.nlm.nih.gov/pubmed/29615856 http://dx.doi.org/10.3389/fnins.2018.00167 |