An Accurate, Error-Tolerant, and Energy-Efficient Neural Network Inference Engine Based on SONOS Analog Memory
Author:
Affiliation:
1. Sandia National Laboratories, Albuquerque, NM, USA
2. Infineon Technologies LLC, San Jose, CA, USA
Funder
Laboratory Directed Research and Development Program at Sandia National Laboratories
Defense Threat Reduction Agency
Publisher
Institute of Electrical and Electronics Engineers (IEEE)
Subject
Electrical and Electronic Engineering
Link
http://xplorestaging.ieee.org/ielx7/8919/9745276/09669117.pdf?arnumber=9669117
Reference67 articles.
1. Memristive devices and systems
2. Quantization and Training of Neural Networks for Efficient Integer-Arithmetic-Only Inference
3. Sparse ReRAM engine
4. PUMA
5. Newton: Gravitating Towards the Physical Limits of Crossbar Acceleration
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