Machine-learning based simulated annealer method for high level synthesis design space exploration

Design Space ◽

Space Exploration ◽

High Level Synthesis ◽

Synthesis Design ◽

Machine learning predictive modelling high-level synthesis design space exploration

IET Computers & Digital Techniques ◽

10.1049/iet-cdt.2011.0115 ◽

2012 ◽

Vol 6 (3) ◽

pp. 153 ◽

Cited By ~ 25

Author(s):

B. Carrion Schafer ◽

K. Wakabayashi

Keyword(s):

Machine Learning ◽

Design Space ◽

Space Exploration ◽

Predictive Modelling ◽

High Level Synthesis ◽

Synthesis Design ◽

Divide and conquer high-level synthesis design space exploration

ACM Transactions on Design Automation of Electronic Systems ◽

10.1145/2209291.2209302 ◽

2012 ◽

Vol 17 (3) ◽

pp. 1-19 ◽

Cited By ~ 24

Author(s):

Benjamin Carrion Schafer ◽

Kazutoshi Wakabayashi

Keyword(s):

Design Space ◽

Space Exploration ◽

Divide And Conquer ◽

High Level Synthesis ◽

Synthesis Design ◽

Chimera: A Hybrid Machine Learning-Driven Multi-Objective Design Space Exploration Tool for FPGA High-Level Synthesis

10.1007/978-3-030-91608-4_52 ◽

2021 ◽

pp. 524-536

Author(s):

Mang Yu ◽

Sitao Huang ◽

Deming Chen

Keyword(s):

Machine Learning ◽

Design Space ◽

Space Exploration ◽

High Level Synthesis ◽

Multi Objective ◽

Exploration Tool ◽

Hybrid Machine ◽

High-Level Synthesis Design Space Exploration: Past, Present, and Future

IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems ◽

10.1109/tcad.2019.2943570 ◽

2020 ◽

Vol 39 (10) ◽

pp. 2628-2639 ◽

Cited By ~ 3

Author(s):

Benjamin Carrion Schafer ◽

Zi Wang

Keyword(s):

Design Space ◽

Space Exploration ◽

High Level Synthesis ◽

Synthesis Design ◽

Efficient and Robust High-Level Synthesis Design Space Exploration through offline Micro-kernels Pre-characterization

2020 Design, Automation & Test in Europe Conference & Exhibition (DATE) ◽

10.23919/date48585.2020.9116309 ◽

2020 ◽

Author(s):

Zi Wang ◽

Jianqi Chen ◽

Benjamin Carrion Schafer

Keyword(s):

Design Space ◽

Space Exploration ◽

High Level Synthesis ◽

Synthesis Design ◽

A high level synthesis design flow with a novel approach for efficient design space exploration in case of multi-parametric optimization objective

Microelectronics Reliability ◽

10.1016/j.microrel.2009.11.015 ◽

2010 ◽

Vol 50 (3) ◽

pp. 424-437 ◽

Cited By ~ 17

Author(s):

Anirban Sengupta ◽

Reza Sedaghat ◽

Zhipeng Zeng

Keyword(s):

Parametric Optimization ◽

Design Space ◽

Space Exploration ◽

Design Flow ◽

High Level Synthesis ◽

Efficient Design ◽

Synthesis Design ◽

Novel Approach ◽

Parallel High-Level Synthesis Design Space Exploration for Behavioral IPs of Exact Latencies

ACM Transactions on Design Automation of Electronic Systems ◽

10.1145/3041219 ◽

2017 ◽

Vol 22 (4) ◽

pp. 1-20 ◽

Cited By ~ 3

Author(s):

Benjamin Carrion Schafer

Keyword(s):

Design Space ◽

Space Exploration ◽

High Level Synthesis ◽

Synthesis Design ◽

Hierarchical High-Level Synthesis Design Space Exploration with Incremental Exploration Support

IEEE Embedded Systems Letters ◽

10.1109/les.2015.2417216 ◽

2015 ◽

Vol 7 (2) ◽

pp. 51-54 ◽

Cited By ~ 5

Author(s):

Benjamin Carrion Schafer

Keyword(s):

Design Space ◽

Space Exploration ◽

High Level Synthesis ◽

Synthesis Design ◽

Probabilistic Multiknob High-Level Synthesis Design Space Exploration Acceleration

IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems ◽

10.1109/tcad.2015.2472007 ◽

2016 ◽

Vol 35 (3) ◽

pp. 394-406 ◽

Cited By ~ 13

Author(s):

Benjamin Carrion Schafer

Keyword(s):

Design Space ◽

Space Exploration ◽

High Level Synthesis ◽

Synthesis Design ◽

Effective High-Level Synthesis Design Space Exploration through a Novel Cost Function Formulation

2021 IEEE International Symposium on Circuits and Systems (ISCAS) ◽

10.1109/iscas51556.2021.9401684 ◽

2021 ◽

Author(s):

Yiheng Gao ◽

Benjamin Carrion Schafer

Keyword(s):

Cost Function ◽

Design Space ◽

Space Exploration ◽

High Level Synthesis ◽

Synthesis Design ◽

Function Formulation ◽