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Is a 4-Bit Synaptic Weight Resolution Enough? – Constraints on Enabling Spike-Timing Dependent Plasticity in Neuromorphic Hardware
Large-scale neuromorphic hardware systems typically bear the trade-off between detail level and required chip resources. Especially when implementing spike-timing dependent plasticity, reduction in resources leads to limitations as compared to floating point precision. By design, a natural modificat...
Αποθηκεύτηκε σε:
| Κύριοι συγγραφείς: | , , , , , , |
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| Μορφή: | Artigo |
| Γλώσσα: | Inglês |
| Έκδοση: |
Frontiers Research Foundation
2012
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| Θέματα: | |
| Διαθέσιμο Online: | https://ncbi.nlm.nih.gov/pmc/articles/PMC3398398/ https://ncbi.nlm.nih.gov/pubmed/22822388 https://ncbi.nlm.nih.govhttp://dx.doi.org/10.3389/fnins.2012.00090 |
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