Rapid Design Space Exploration of Near-Optimal Memory-Reduced DCNN Architecture using Multiple Model Compression Techniques

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

10.1109/iscas51556.2021.9401489 ◽

2021 ◽

Author(s):

Younghoon Byun ◽

Youngjoo Lee

Keyword(s):

Design Space Exploration ◽

Design Space ◽

Space Exploration ◽

Multiple Model ◽

Model Compression ◽

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SuperSlash: A Unified Design Space Exploration and Model Compression Methodology for Design of Deep Learning Accelerators With Reduced Off-Chip Memory Access Volume

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

10.1109/tcad.2020.3012865 ◽

2020 ◽

Vol 39 (11) ◽

pp. 4191-4204 ◽

Author(s):

Hazoor Ahmad ◽

Tabasher Arif ◽

Muhammad Abdullah Hanif ◽

Rehan Hafiz ◽

Muhammad Shafique

Keyword(s):

Deep Learning ◽

Design Space Exploration ◽

Design Space ◽

Space Exploration ◽

Memory Access ◽

Model Compression ◽

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Rapid design space exploration for soft core processor customization and selection

2016 International Conference on Field-Programmable Technology (FPT) ◽

10.1109/fpt.2016.7929529 ◽

2016 ◽

Author(s):

Deshya Wijesundera ◽

Alok Prakash ◽

Thambipillai Srikanthan

Keyword(s):

Design Space Exploration ◽

Design Space ◽

Space Exploration ◽

Soft Core ◽

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Rapid design space exploration by hybrid fuzzy search approach for optimal architecture determination of multi objective computing systems

Microelectronics Reliability ◽

10.1016/j.microrel.2010.08.003 ◽

2011 ◽

Vol 51 (2) ◽

pp. 502-512 ◽

Author(s):

Anirban Sengupta ◽

Reza Sedaghat ◽

Zhipeng Zeng

Keyword(s):

Design Space Exploration ◽

Design Space ◽

Space Exploration ◽

Computing Systems ◽

Multi Objective ◽

Fuzzy Search ◽

Rapid Design ◽

Search Approach

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Rapid Design Space Exploration of a Reconfigurable Instruction-Set Processor

IEICE Transactions on Fundamentals of Electronics Communications and Computer Sciences ◽

10.1587/transfun.e92.a.3182 ◽

2009 ◽

Vol E92-A (12) ◽

pp. 3182-3192

Author(s):

Farhad MEHDIPOUR ◽

Hamid NOORI ◽

Koji INOUE ◽

Kazuaki MURAKAMI

Keyword(s):

Design Space Exploration ◽

Design Space ◽

Space Exploration ◽

Instruction Set ◽

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A Nonlinear Sensitivity Solver for Aerodynamic Shape Optimization and Rapid Design Space Exploration

49th AIAA Aerospace Sciences Meeting including the New Horizons Forum and Aerospace Exposition ◽

10.2514/6.2011-26 ◽

2011 ◽

Author(s):

Travis Drayna ◽

Graham Candler ◽

Heath Johnson

Keyword(s):

Shape Optimization ◽

Design Space Exploration ◽

Design Space ◽

Space Exploration ◽

Aerodynamic Shape Optimization ◽

Aerodynamic Shape ◽

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Priority function based power efficient rapid Design Space Exploration of scheduling and module selection in high level synthesis

2011 24th Canadian Conference on Electrical and Computer Engineering(CCECE) ◽

10.1109/ccece.2011.6030509 ◽

2011 ◽

Author(s):

Anirban Sengupta ◽

Reza Sedaghat ◽

Pallabi Sarkar ◽

Summit Sehgal

Keyword(s):

Design Space Exploration ◽

Design Space ◽

Space Exploration ◽

High Level Synthesis ◽

Power Efficient ◽

Rapid Design ◽

Module Selection ◽

Priority Function ◽

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ADSET: A framework of rapid design space exploration for Android-based systems

The 1st IEEE Global Conference on Consumer Electronics 2012 ◽

10.1109/gcce.2012.6379922 ◽

2012 ◽

Author(s):

Shih-Hao Hung ◽

Jen-Hao Chen ◽

Chia-Heng Tu ◽

Jeng-Peng Shieh

Keyword(s):

Design Space Exploration ◽

Design Space ◽

Space Exploration ◽

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Rapid design space exploration using legacy design data and technology scaling trend

Integration ◽

10.1016/j.vlsi.2009.11.002 ◽

2010 ◽

Vol 43 (2) ◽

pp. 202-219 ◽

Author(s):

Charles Thangaraj ◽

Cengiz Alkan ◽

Tom Chen

Keyword(s):

Design Space Exploration ◽

Design Space ◽

Space Exploration ◽

Design Data ◽

Technology Scaling ◽

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Uncore RPD: Rapid design space exploration of the uncore via regression modeling

2015 IEEE/ACM International Conference on Computer-Aided Design (ICCAD) ◽

10.1109/iccad.2015.7372593 ◽

2015 ◽

Author(s):

Karthik Sangaiah ◽

Mark Hempstead ◽

Baris Taskin

Keyword(s):

Design Space Exploration ◽

Design Space ◽

Space Exploration ◽

Regression Modeling ◽

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Rapid Design Space Exploration for Conceptual Design of Hypersonic Missions

AIAA Atmospheric Flight Mechanics Conference ◽

10.2514/6.2011-6576 ◽

2011 ◽

Author(s):

Michael Grant ◽

Ian Clark ◽

Robert Braun

Keyword(s):

Conceptual Design ◽

Design Space Exploration ◽

Design Space ◽

Space Exploration ◽

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