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Soumendu Kumar Ghosh
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2020 – today
- 2024
- [j4]Arghadip Das, Soumendu Kumar Ghosh, Arnab Raha, Vijay Raghunathan:
Toward Energy-Efficient Collaborative Inference Using Multisystem Approximations. IEEE Internet Things J. 11(10): 17989-18004 (2024) - [j3]Soumendu Kumar Ghosh, Arnab Raha, Vijay Raghunathan, Anand Raghunathan:
PArtNNer: Platform-Agnostic Adaptive Edge-Cloud DNN Partitioning for Minimizing End-to-End Latency. ACM Trans. Embed. Comput. Syst. 23(1): 6:1-6:38 (2024) - [c6]Shamik Kundu, Soumendu Kumar Ghosh, Arnab Raha, Deepak A. Mathaikutty:
SwiSS: Switchable Single-Sided Sparsity-based DNN Accelerators. ISLPED 2024: 1-6 - [c5]Soumendu Kumar Ghosh, Shamik Kundu, Arnab Raha, Deepak A. Mathaikutty, Vijay Raghunathan:
HARVEST: Towards Efficient Sparse DNN Accelerators using Programmable Thresholds. VLSID 2024: 228-234 - [i1]Arnab Raha, Deepak A. Mathaikutty, Soumendu Kumar Ghosh, Shamik Kundu:
FlexNN: A Dataflow-aware Flexible Deep Learning Accelerator for Energy-Efficient Edge Devices. CoRR abs/2403.09026 (2024) - 2023
- [j2]Soumendu Kumar Ghosh, Arnab Raha, Vijay Raghunathan:
Energy-Efficient Approximate Edge Inference Systems. ACM Trans. Embed. Comput. Syst. 22(4): 77:1-77:50 (2023) - 2021
- [c4]Arnab Raha, Soumendu Kumar Ghosh, Debabrata Mohapatra, Deepak A. Mathaikutty, Raymond Sung, Cormac Brick, Vijay Raghunathan:
Special Session: Approximate TinyML Systems: Full System Approximations for Extreme Energy-Efficiency in Intelligent Edge Devices. ICCD 2021: 13-16 - 2020
- [c3]Soumendu Kumar Ghosh, Arnab Raha, Vijay Raghunathan:
Approximate inference systems (AxIS): end-to-end approximations for energy-efficient inference at the edge. ISLPED 2020: 7-12
2010 – 2019
- 2017
- [c2]Sathvik Dev Velagandula, Nirjhar Dhang, Raja Datta, Soumendu Kumar Ghosh, Maroju Suman:
Railway bridge health monitoring system using smart wireless sensor network: demo. WISEC 2017: 288-290 - 2016
- [j1]Soumendu Kumar Ghosh, Maroju Suman, Raja Datta, Prabir Kumar Biswas:
CEEDS: A Cost Effective Event Detection System for Energy Efficient Railway Bridge Monitoring with Wireless Sensor Network. EAI Endorsed Trans. Ubiquitous Environ. 3(8): e3 (2016) - 2014
- [c1]Soumendu Kumar Ghosh, Maroju Suman, Raja Datta, Prabir Kumar Biswas:
Power efficient event detection scheme in wireless sensor networks for railway bridge health monitoring system. IEEE ANTS 2014: 1-6
Coauthor Index
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