On the Limits of Stochastic Computing - Florian Neugebauer - ICRC San Mateo, 2019

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#IEEE #Industry Summit #ICRC #IRDS #Rebooting Computing #Quantum Sessions #stochastic computing #approximate computing #stochastic circuits #neural networks #compute #processing #power #stochastic addition #stochastic number #quantization #data

Florian Neugebauer, University of Stuttgart, shares a brief overview of the benefits of stochastic computing including speed and accuracy, and a technical look at the limitations for future neural networks. Neugebauer, on behalf of the research team, proposes methods for overcoming these limitations.

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

Florian Neugebauer, University of Stuttgart, shares a brief overview of the benefits of stochastic computing including speed and accuracy, and a technical look at the limitations for future neural networks. Neugebauer, on behalf of the research team, proposes methods for overcoming these limitations.

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