RAPPY SAHA

email: r.saha.1@research.gla.ac.uk

Room 219,School of Computing Science, Sir Alwyn Williams Building,

Glasgow G12 8QN

 

ORCID iDhttps://orcid.org/0000-0001-9581-0193

Research title: Framework to optimize DNN model inference on FPGA

Research Summary

Currently, I am finding research questions in the field of efficient ML implementation targeting edge FPGA and MCU devices

Publications

List by: Type | Date

Jump to: 2024 | 2022
Number of items: 2.

2024

Saha, R. , Haris, J. and Cano, J. (2024) Accelerating PoT Quantization on Edge Devices. In: 31st IEEE International Conference on Electronics, Circuits and Systems, Nancy, France, 18-20 Nov 2024, (Accepted for Publication)

2022

Lu, Y., Gao, C., Saha, R. , Saha, S., McDonald-Maier, K. D. and Zhai, X. (2022) FPGA-Based Dynamic Deep Learning Acceleration for Real-Time Video Analytics. In: Architecture of Computing Systems 35th International Conference, ARCS 2022, Heilbronn, Germany, 13–15 September 2022, ISBN 9783031218675 (doi: 10.1007/978-3-031-21867-5_5)

This list was generated on Sat Dec 14 01:10:59 2024 GMT.
Number of items: 2.

Conference Proceedings

Saha, R. , Haris, J. and Cano, J. (2024) Accelerating PoT Quantization on Edge Devices. In: 31st IEEE International Conference on Electronics, Circuits and Systems, Nancy, France, 18-20 Nov 2024, (Accepted for Publication)

Lu, Y., Gao, C., Saha, R. , Saha, S., McDonald-Maier, K. D. and Zhai, X. (2022) FPGA-Based Dynamic Deep Learning Acceleration for Real-Time Video Analytics. In: Architecture of Computing Systems 35th International Conference, ARCS 2022, Heilbronn, Germany, 13–15 September 2022, ISBN 9783031218675 (doi: 10.1007/978-3-031-21867-5_5)

This list was generated on Sat Dec 14 01:10:59 2024 GMT.