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A Machine Learning based Approximate Computing Approach on Data Flow Graphs: Work-in-Progress
2020 International Conference on Embedded Software (EMSOFT)
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10.1109/emsoft51651.2020.9244043
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2020
◽
Author(s):
Ye Wang
◽
Jian Dong
◽
Yanxin Liu
◽
Chunpei Wang
◽
Gang Qu
Keyword(s):
Machine Learning
◽
Data Flow
◽
Approximate Computing
◽
Work In Progress
◽
Data Flow Graphs
◽
Flow Graphs
◽
Computing Approach
Download Full-text
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References
RMLIM: A Runtime Machine Learning based Identification Model for Approximate Computing on Data Flow Graphs
IEEE Transactions on Sustainable Computing
◽
10.1109/tsusc.2021.3074292
◽
2021
◽
pp. 1-1
Author(s):
Ye Wang
◽
Jian Dong
◽
Yanxin Liu
◽
Chunpei Wang
◽
Gang Qu
Keyword(s):
Machine Learning
◽
Data Flow
◽
Approximate Computing
◽
Data Flow Graphs
◽
Flow Graphs
◽
Identification Model
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Energy efficient runtime approximate computing on data flow graphs
2017 IEEE/ACM International Conference on Computer-Aided Design (ICCAD)
◽
10.1109/iccad.2017.8203876
◽
2017
◽
Author(s):
Mingze Gao
◽
Gang Qu
Keyword(s):
Energy Efficient
◽
Data Flow
◽
Approximate Computing
◽
Data Flow Graphs
◽
Flow Graphs
Download Full-text
Energy efficient runtime approximate computing on data flow graphs
2017 IEEE/ACM International Conference on Computer-Aided Design (ICCAD)
◽
10.1109/iccad.2017.8203811
◽
2017
◽
Author(s):
Mingze Gao
◽
Gang Qu
Keyword(s):
Energy Efficient
◽
Data Flow
◽
Approximate Computing
◽
Data Flow Graphs
◽
Flow Graphs
Download Full-text
Estimate and Recompute: A Novel Paradigm for Approximate Computing on Data Flow Graphs
IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems
◽
10.1109/tcad.2018.2889662
◽
2020
◽
Vol 39
(2)
◽
pp. 335-345
◽
Cited By ~ 1
Author(s):
Mingze Gao
◽
Gang Qu
Keyword(s):
Data Flow
◽
Approximate Computing
◽
Data Flow Graphs
◽
Flow Graphs
Download Full-text
Work-in-Progress: Equivalence of Transformations of Synchronous Data Flow Graphs
2018 International Conference on Hardware/Software Codesign and System Synthesis (CODES+ISSS)
◽
10.1109/codesisss.2018.8525863
◽
2018
◽
Cited By ~ 2
Author(s):
Xue-Yang Zhu
Keyword(s):
Data Flow
◽
Work In Progress
◽
Data Flow Graphs
◽
Synchronous Data Flow
◽
Flow Graphs
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Inductive data flow graphs
Proceedings of the 40th annual ACM SIGPLAN-SIGACT symposium on Principles of programming languages - POPL '13
◽
10.1145/2429069.2429086
◽
2013
◽
Cited By ~ 32
Author(s):
Azadeh Farzan
◽
Zachary Kincaid
◽
Andreas Podelski
Keyword(s):
Data Flow
◽
Data Flow Graphs
◽
Flow Graphs
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Optimizing data flow graphs to minimize hardware implementation
2009 Design, Automation & Test in Europe Conference & Exhibition
◽
10.1109/date.2009.5090643
◽
2009
◽
Cited By ~ 10
Author(s):
D. Gomez-Prado
◽
Q. Ren
◽
M. Ciesielski
◽
J. Guillot
◽
E. Boutillon
Keyword(s):
Hardware Implementation
◽
Data Flow
◽
Data Flow Graphs
◽
Flow Graphs
Download Full-text
A branch-and-bound method for optimal transformation of data flow graphs for observing hardware constraints
Proceedings of the European Design Automation Conference, 1990., EDAC.
◽
10.1109/edac.1990.136623
◽
2002
◽
Cited By ~ 3
Author(s):
W. Grass
Keyword(s):
Branch And Bound
◽
Data Flow
◽
Branch And Bound Method
◽
Data Flow Graphs
◽
Flow Graphs
Download Full-text
Inductive data flow graphs
ACM SIGPLAN Notices
◽
10.1145/2480359.2429086
◽
2013
◽
Vol 48
(1)
◽
pp. 129-142
◽
Cited By ~ 8
Author(s):
Azadeh Farzan
◽
Zachary Kincaid
◽
Andreas Podelski
Keyword(s):
Data Flow
◽
Data Flow Graphs
◽
Flow Graphs
Download Full-text
Liveness and Boundedness of Synchronous Data Flow Graphs
2006 Formal Methods in Computer Aided Design
◽
10.1109/fmcad.2006.20
◽
2006
◽
Cited By ~ 22
Author(s):
A.H. Ghamarian
◽
M.C.W. Geilen
◽
T. Basten
◽
B.D. Theelen
◽
M.R. Mousavi
◽
...
Keyword(s):
Data Flow
◽
Data Flow Graphs
◽
Synchronous Data Flow
◽
Flow Graphs
Download Full-text
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