2019 ACM/IEEE 1st Workshop on Machine Learning for CAD (MLCAD)
Latest Publications

TOTAL DOCUMENTS

14

(FIVE YEARS 14)

H-INDEX

1

(FIVE YEARS 1)

Published By IEEE

9781728157580

Latest Documents Most Cited Documents Contributed Authors Related Sources Related Keywords

A Machine Learning Framework for Multi-Objective Design Space Exploration and Optimization of Manycore Systems

2019 ACM/IEEE 1st Workshop on Machine Learning for CAD (MLCAD) ◽

10.1109/mlcad48534.2019.9142057 ◽

2019 ◽

Author(s):

Biresh Kumar Joardar ◽

Aryan Deshwal ◽

Janardhan Rao Doppa ◽

Partha Pratim Pande

Keyword(s):

Machine Learning ◽

Design Space Exploration ◽

Design Space ◽

Space Exploration ◽

Multi Objective ◽

Learning Framework

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A Reinforcement Learning-Based Framework for Solving Physical Design Routing Problem in the Absence of Large Test Sets

2019 ACM/IEEE 1st Workshop on Machine Learning for CAD (MLCAD) ◽

10.1109/mlcad48534.2019.9142109 ◽

2019 ◽

Author(s):

Upma Gandhi ◽

Ismail Bustany ◽

William Swartz ◽

Laleh Behjat

Keyword(s):

Reinforcement Learning ◽

Physical Design ◽

Routing Problem ◽

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Adaptive FPGA Placement Optimization via Reinforcement Learning

2019 ACM/IEEE 1st Workshop on Machine Learning for CAD (MLCAD) ◽

10.1109/mlcad48534.2019.9142079 ◽

2019 ◽

Author(s):

Kevin E. Murray ◽

Vaughn Betz

Keyword(s):

Reinforcement Learning ◽

Placement Optimization ◽

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Incremental Training and Group Convolution Pruning for Runtime DNN Performance Scaling on Heterogeneous Embedded Platforms

2019 ACM/IEEE 1st Workshop on Machine Learning for CAD (MLCAD) ◽

10.1109/mlcad48534.2019.9142052 ◽

2019 ◽

Author(s):

Lei Xun ◽

Long Tran-Thanh ◽

Bashir M Al-Hashimi ◽

Geoff V. Merrett

Keyword(s):

Performance Scaling ◽

Incremental Training ◽

Embedded Platforms

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Evolving On-Chip Power Delivery through Particle Swarm Optimization

2019 ACM/IEEE 1st Workshop on Machine Learning for CAD (MLCAD) ◽

10.1109/mlcad48534.2019.9142080 ◽

2019 ◽

Author(s):

Divya Pathak ◽

Ioannis Savidis

Keyword(s):

Particle Swarm Optimization ◽

Particle Swarm ◽

Power Delivery ◽

Swarm Optimization ◽

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Congestion-aware Global Routing using Deep Convolutional Generative Adversarial Networks

2019 ACM/IEEE 1st Workshop on Machine Learning for CAD (MLCAD) ◽

10.1109/mlcad48534.2019.9142082 ◽

2019 ◽

Author(s):

Zhonghua Zhou ◽

Ziran Zhu ◽

Jianli Chen ◽

Yuzhe Ma ◽

Bei Yu ◽

...

Keyword(s):

Generative Adversarial Networks ◽

Global Routing ◽

Adversarial Networks ◽

Congestion Aware

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Learning-Based CPU Power Modeling

2019 ACM/IEEE 1st Workshop on Machine Learning for CAD (MLCAD) ◽

10.1109/mlcad48534.2019.9142100 ◽

2019 ◽

Author(s):

Ajay Krishna Ananda Kumar ◽

Andreas Gerstlauer

Keyword(s):

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Run-Time Scenario-Based MPSoC Mapping Reconfiguration Using Machine Learning Models

2019 ACM/IEEE 1st Workshop on Machine Learning for CAD (MLCAD) ◽

10.1109/mlcad48534.2019.9142060 ◽

2019 ◽

Author(s):

Jan Spieck ◽

Stefan Wildermann ◽

Jurgen Teich

Keyword(s):

Machine Learning ◽

Learning Models ◽

Run Time ◽

Machine Learning Models

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CAD Tool Design Space Exploration via Bayesian Optimization

2019 ACM/IEEE 1st Workshop on Machine Learning for CAD (MLCAD) ◽

10.1109/mlcad48534.2019.9142051 ◽

2019 ◽

Author(s):

Yuzhe Ma ◽

Ziyang Yu ◽

Bei Yu

Keyword(s):

Design Space Exploration ◽

Design Space ◽

Space Exploration ◽

Tool Design ◽

Bayesian Optimization ◽

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Stack Usage Analysis for Efficient Wear Leveling in Non-Volatile Main Memory Systems

2019 ACM/IEEE 1st Workshop on Machine Learning for CAD (MLCAD) ◽

10.1109/mlcad48534.2019.9142113 ◽

2019 ◽

Author(s):

Christian Hakert ◽

Mikail Yayla ◽

Kuan-Hsun Chen ◽

Georg von der Bruggen ◽

Jian-Jia Chen ◽

...

Keyword(s):

Memory Systems ◽

Main Memory ◽

Wear Leveling ◽

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