(Invited) Analog Memory Fully Connected Networks for Deep Neural Network Accelerated Training

• Published in: Meeting abstracts (Electrochemical Society) Vol. MA2018-02; no. 18; p. 732
• Main Authors: Narayanan, Pritish, Ambrogio, Stefano, Tsai, Hsinyu, Shelby, Robert M., Burr, Geoffrey W.
• Format: Journal Article
• Language: English
• Published: 23.07.2018

Neuromorphic computation represents a novel and innovative solution for addressing elaborated tasks which are typically solved by the human brain [1]. The highly parallel structure employed in neuromorphic architectures enables complex computation with faulty devices, as opposite to digital architec...