Rescuing memristor-based neuromorphic design with high defects

Memristor-based synaptic network has been widely investigated and applied to neuromorphic computing systems for the fast computation and low design cost. As memristors continue to mature and achieve higher density, bit failures within crossbar arrays can become a critical issue. These can degrade th...

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Veröffentlicht in:	2017 54th ACM/EDAC/IEEE Design Automation Conference (DAC) S. 1 - 6
Hauptverfasser:	Chenchen Liu, Miao Hu, Strachan, John Paul, Hai Li
Format:	Tagungsbericht
Sprache:	Englisch
Veröffentlicht:	IEEE 01.06.2017
Schlagworte:	Degradation Hardware Memristors Neural networks Neuromorphics Redundancy Training
Online-Zugang:	Volltext
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