Soumendu Kumar Ghosh

According to our database, Soumendu Kumar Ghosh authored at least 11 papers between 2014 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

Toward Energy-Efficient Collaborative Inference Using Multisystem Approximations.

Arghadip Das, Soumendu Kumar Ghosh, Arnab Raha, Vijay Raghunathan

IEEE Internet Things J., May, 2024

PArtNNer: Platform-Agnostic Adaptive Edge-Cloud DNN Partitioning for Minimizing End-to-End Latency.

Soumendu Kumar Ghosh, Arnab Raha, Vijay Raghunathan, Anand Raghunathan

ACM Trans. Embed. Comput. Syst., January, 2024

FlexNN: A Dataflow-aware Flexible Deep Learning Accelerator for Energy-Efficient Edge Devices.

Arnab Raha, Deepak A. Mathaikutty, Soumendu Kumar Ghosh, Shamik Kundu

CoRR, 2024

HARVEST: Towards Efficient Sparse DNN Accelerators using Programmable Thresholds.

Soumendu Kumar Ghosh, Shamik Kundu, Arnab Raha, Deepak A. Mathaikutty, Vijay Raghunathan

Proceedings of the 37th International Conference on VLSI Design and 23rd International Conference on Embedded Systems, 2024

SwiSS: Switchable Single-Sided Sparsity-based DNN Accelerators.

Shamik Kundu, Soumendu Kumar Ghosh, Arnab Raha, Deepak A. Mathaikutty

Proceedings of the 29th ACM/IEEE International Symposium on Low Power Electronics and Design, 2024

2023

Energy-Efficient Approximate Edge Inference Systems.

Soumendu Kumar Ghosh, Arnab Raha, Vijay Raghunathan

ACM Trans. Embed. Comput. Syst., July, 2023

2021

Special Session: Approximate TinyML Systems: Full System Approximations for Extreme Energy-Efficiency in Intelligent Edge Devices.

Arnab Raha, Soumendu Kumar Ghosh, Debabrata Mohapatra, Deepak A. Mathaikutty, Raymond Sung, Cormac Brick, Vijay Raghunathan

Proceedings of the 39th IEEE International Conference on Computer Design, 2021

2020

Approximate inference systems (AxIS): end-to-end approximations for energy-efficient inference at the edge.

Soumendu Kumar Ghosh, Arnab Raha, Vijay Raghunathan

Proceedings of the ISLPED '20: ACM/IEEE International Symposium on Low Power Electronics and Design, 2020

2017

Railway bridge health monitoring system using smart wireless sensor network: demo.

Sathvik Dev Velagandula, Nirjhar Dhang, Raja Datta, Soumendu Kumar Ghosh, Maroju Suman

Proceedings of the 10th ACM Conference on Security and Privacy in Wireless and Mobile Networks, 2017

2016

CEEDS: A Cost Effective Event Detection System for Energy Efficient Railway Bridge Monitoring with Wireless Sensor Network.

Soumendu Kumar Ghosh, Maroju Suman, Raja Datta, Prabir Kumar Biswas

EAI Endorsed Trans. Ubiquitous Environ., 2016

2014

Power efficient event detection scheme in wireless sensor networks for railway bridge health monitoring system.

Soumendu Kumar Ghosh, Maroju Suman, Raja Datta, Prabir Kumar Biswas

Proceedings of the 2014 IEEE International Conference on Advanced Networks and Telecommuncations Systems, 2014