2020 57th ACM/IEEE Design Automation Conference (DAC)
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9781728110851
Latest Documents Most Cited Documents Contributed Authors Related Sources Related Keywords

FLOPS: EFficient On-Chip Learning for OPtical Neural Networks Through Stochastic Zeroth-Order Optimization

2020 ◽  
Author(s):  
Jiaqi Gu ◽  
Zheng Zhao ◽  
Chenghao Feng ◽  
Wuxi Li ◽  
Ray T. Chen ◽  
...  
Keyword(s):  
Neural Networks ◽  
Zeroth Order ◽  
Optical Neural Networks ◽  
On Chip

R2D3: A Reliability Engine for 3D Parallel Systems

2020 ◽  
Author(s):  
Javad Bagherzadeh ◽  
Aporva Amarnath ◽  
Jielun Tan ◽  
Subhankar Pal ◽  
Ronald G. Dreslinski
Keyword(s):  
Parallel Systems

S-CDA: A Smart Cloud Disk Allocation Approach in Cloud Block Storage System

2020 ◽  
Author(s):  
Hua Wang ◽  
Yang Yang ◽  
Ping Huang ◽  
Yu Zhang ◽  
Ke Zhou ◽  
...  
Keyword(s):  
Storage System ◽  
Block Storage ◽  
Disk Allocation ◽  
Allocation Approach

Prediction Confidence based Low Complexity Gradient Computation for Accelerating DNN Training

2020 ◽  
Author(s):  
Dongyeob Shin ◽  
Geonho Kim ◽  
Joongho Jo ◽  
Jongsun Park
Keyword(s):  
Low Complexity ◽  
Prediction Confidence ◽  
Gradient Computation

Late Breaking Results: Building an On-Chip Deep Learning Memory Hierarchy Brick by Brick

2020 ◽  
Author(s):  
Isak Edo Vivancos ◽  
Sayeh Sharify ◽  
Milos Nikolic ◽  
Ciaran Bannon ◽  
Mostafa Mahmoud ◽  
...  
Keyword(s):  
Deep Learning ◽  
Memory Hierarchy ◽  
On Chip

Autonomous Warehouse-Scale Computers

2020 ◽  
Author(s):  
Sundar Dev ◽  
David Lo ◽  
Liqun Cheng ◽  
Parthasarathy Ranganathan

Don’t-Care-Based Node Minimization for Threshold Logic Networks

2020 ◽  
Author(s):  
Yung-Chih Chen ◽  
Hao-Ju Chang ◽  
Li-Cheng Zheng
Keyword(s):  
Threshold Logic
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