2020 International Conference on Rebooting Computing (ICRC)
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Virtualizing Analog Mesh Computers: The Case of a Photonic PDE Solving Accelerator

2020 ◽  
Author(s):  
Jeff Anderson ◽  
Engin Kayraklioglu ◽  
Hamid Reza Imani ◽  
Mario Miscuglio ◽  
Volker J. Sorger ◽  
...  

An Optical Accelerator for Deep Neural Network Based on Integrated Nanophotonics

2020 ◽  
Author(s):  
Jun Shiomi ◽  
Tohru Ishihara ◽  
Hidetoshi Onodera ◽  
Akihiko Shinya ◽  
Masaya Notomi
Keyword(s):  
Neural Network ◽  
Deep Neural Network

Accelerating Simulation-based Inference with Emerging AI Hardware

2020 ◽  
Author(s):  
Sourabh Kulkarni ◽  
Alexander Tsyplikhin ◽  
Mario Michael Krell ◽  
Csaba Andras Moritz
Keyword(s):  
Simulation Based

scholarly journals Cross Entropy Hyperparameter Optimization for Constrained Problem Hamiltonians Applied to QAOA

2020 ◽  
Author(s):  
Christoph Roch ◽  
Alexander Impertro ◽  
Thomy Phan ◽  
Thomas Gabor ◽  
Sebastian Feld ◽  
...  
Keyword(s):  
Cross Entropy ◽  
Hyperparameter Optimization ◽  
Constrained Problem

Adiabatic Flip-Flop and SRAM Design for an Adiabatic Reversible Microprocessor

2020 ◽  
Author(s):  
Rene Celis-Cordova ◽  
Alexei O. Orlov ◽  
Gregory L. Snider ◽  
Tian Lu ◽  
Jason M. Kulick
Keyword(s):  
Flip Flop ◽  
Sram Design

scholarly journals Training Deep Neural Networks with Constrained Learning Parameters

2020 ◽  
Author(s):  
Prasanna Date ◽  
Christopher D. Carothers ◽  
John E. Mitchell ◽  
James A. Hendler ◽  
Malik Magdon-Ismail
Keyword(s):  
Neural Networks ◽  
Deep Neural Networks ◽  
Constrained Learning
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