SeFAct2: Selective Feature Activation for Energy-Efficient CNNs Using Optimized Thresholds
Sharmin Snigdha, Farhana, Manasi, Susmita Dey, Hu, Jiang, Sapatnekar, Sachin S.
Published in IEEE transactions on computer-aided design of integrated circuits and systems (01.07.2021)
Published in IEEE transactions on computer-aided design of integrated circuits and systems (01.07.2021)
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Journal Article
NeuPart: Using Analytical Models to Drive Energy-Efficient Partitioning of CNN Computations on Cloud-Connected Mobile Clients
Manasi, Susmita Dey, Snigdha, Farhana Sharmin, Sapatnekar, Sachin S.
Published in IEEE transactions on very large scale integration (VLSI) systems (01.08.2020)
Published in IEEE transactions on very large scale integration (VLSI) systems (01.08.2020)
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Journal Article
Optimal design of JPEG hardware under the approximate computing paradigm
Snigdha, Farhana Sharmin, Sengupta, Deepashree, Jiang Hu, Sapatnekar, Sachin S.
Published in 2016 53nd ACM/EDAC/IEEE Design Automation Conference (DAC) (05.06.2016)
Published in 2016 53nd ACM/EDAC/IEEE Design Automation Conference (DAC) (05.06.2016)
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Conference Proceeding
SABER: Selection of approximate bits for the design of error tolerant circuits
Sengupta, Deepashree, Snigdha, Farhana Sharmin, Jiang Hu, Sapatnekar, Sachin S.
Published in 2017 54th ACM/EDAC/IEEE Design Automation Conference (DAC) (01.06.2017)
Published in 2017 54th ACM/EDAC/IEEE Design Automation Conference (DAC) (01.06.2017)
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Conference Proceeding
NeuPart: Using Analytical Models to Drive Energy-Efficient Partitioning of CNN Computations on Cloud-Connected Mobile Clients
Susmita Dey Manasi, Snigdha, Farhana Sharmin, Sapatnekar, Sachin S
Published in arXiv.org (25.06.2020)
Published in arXiv.org (25.06.2020)
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Paper
Journal Article
Special session: a quantifiable approach to approximate computing
Chaofan Li, Sengupta, Deepashree, Snigdha, Farhana Sharmin, Wenbin Xu, Jiang Hu, Sapatnekar, Sachin S.
Published in 2017 International Conference on Compilers, Architectures and Synthesis For Embedded Systems (CASES) (01.10.2017)
Published in 2017 International Conference on Compilers, Architectures and Synthesis For Embedded Systems (CASES) (01.10.2017)
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Conference Proceeding
A novel method to model ECG beats using Gaussian functions
Billah, M. S., Mahmud, T. B., Snigdha, F. S., Arafat, M. A.
Published in 2011 4th International Conference on Biomedical Engineering and Informatics (BMEI) (01.10.2011)
Published in 2011 4th International Conference on Biomedical Engineering and Informatics (BMEI) (01.10.2011)
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Conference Proceeding
A quantifiable approach to approximate computing: special session
Li, Chaofan, Sengupta, Deepashree, Snigdha, Farhana Sharmin, Xu, Wenbin, Hu, Jiang, Sapatnekar, Sachin S.
Published in Proceedings of the 2017 International Conference on Compilers, Architectures and Synthesis for Embedded Systems Companion (15.10.2017)
Published in Proceedings of the 2017 International Conference on Compilers, Architectures and Synthesis for Embedded Systems Companion (15.10.2017)
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Conference Proceeding
Analytical modeling of the SOI four-gate transistor using conformal mapping
Snigdha, F. S., Bappy, M. H., Sultana, N., Shuvra, S. R., Chowdhury, T. T., Khan, M. Z. R.
Published in 2012 7th International Conference on Electrical and Computer Engineering (01.12.2012)
Published in 2012 7th International Conference on Electrical and Computer Engineering (01.12.2012)
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Conference Proceeding