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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...
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| Publicat a: | Front Neurosci |
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| Autors principals: | , , , , , |
| Format: | Artigo |
| Idioma: | Inglês |
| Publicat: |
Frontiers Media S.A.
2018
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| Matèries: | |
| Accés en línia: | https://ncbi.nlm.nih.gov/pmc/articles/PMC5865074/ https://ncbi.nlm.nih.gov/pubmed/29615856 https://ncbi.nlm.nih.govhttp://dx.doi.org/10.3389/fnins.2018.00167 |
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