Neuro-inspired Computing Using Resistive Synaptic Devices
167,00 €*
Sofort verfügbar, Lieferzeit: 1-3 Tage
Produktnummer:
9783319853680
This book summarizes the recent breakthroughs in hardware implementation of neuro-inspired computing using resistive synaptic devices. The authors describe how two-terminal solid-state resistive memories can emulate synaptic weights in a neural network. Readers will benefit from state-of-the-art summaries of resistive synaptic devices, from the individual cell characteristics to the large-scale array integration. This book also discusses peripheral neuron circuits design challenges and design strategies. Finally, the authors describe the impact of device non-ideal properties (e.g. noise, variation, yield) and their impact on the learning performance at the system-level, using a device-algorithm co-design methodology.
| EAN: | 9783319853680 |
|---|---|
| Sprache: | Englisch |
| Seitenzahl: | 284 |
| Produktart: | kartoniert, broschiert |
| Herausgeber: | Yu, Shimeng |
| Verlag: | Springer International Publishing |
| Veröffentlichungsdatum: | 25.07.2018 |
| Schlagworte: | Rechnerarchitektur und Logik-Entwurf neuro-inspiredcomputing; resistivesynapticdevices; Phasechangememory; peripheralneuroncircuitsdesign; Memristors |
| Größe: | 15 × 155 × 235 |
| Gewicht: | 486 g |
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