Non-Volatile Memory Array Based Quantization - Wen Ma - ICRC San Mateo, 2019

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#IEEE #Industry Summit #ICRC #IRDS #Rebooting Computing #quantum computing #NVM #LSTM #quantization #benchmarking #device noise #circuit noise #quantization noise #memory #storage #ADC #DAC #neural networks

Wen Ma, Western Digital, reviews collaborative research on Deep Learning, what incentives there are for using NVM devices for Machine Learning. Ma also goes into quantization and bit precision requirements of LSTM (Long Short Term Memory), the effects of noise, and benchmark analysis.

https://rebootingcomputing.ieee.org/rebooting-computing-week/industrycomputingsummit

Wen Ma, Western Digital, reviews collaborative research on Deep Learning, what incentives there are for using NVM devices for Machine Learning. Ma also goes into quantization and bit precision requirements of LSTM (Long Short Term Memory), the effects of noise, and benchmark analysis.

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