Sumon Dey

According to our database, Sumon Dey authored at least 9 papers between 2016 and 2025.

Collaborative distances:

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

2025

Exploring uncertainty analysis in GIS-based Landslide susceptibility mapping models using machine learning in the Darjeeling Himalayas.

Sumon Dey, Swarup Das, Abhik Saha

Earth Sci. Informatics, January, 2025

Swarm optimization based heterogeneous machine learning techniques for enhanced landslide susceptibility assessment with comprehensive uncertainty quantification.

Sumon Dey, Swarup Das

Earth Sci. Informatics, January, 2025

2023

Assessment of Slope Instability in a Hilly Terrain: A Logistic Regression and Random Forest Based Approach.

Sumon Dey, Swarup Das

Proceedings of the Computational Intelligence in Communications and Business Analytics, 2023

2022

Hardware Implementation of Hierarchical Temporal Memory Algorithm.

Weifu Li, Paul D. Franzon, Sumon Dey, Joshua Schabel

ACM J. Emerg. Technol. Comput. Syst., 2022

FAXID: FPGA-Accelerated XGBoost Inference for Data Centers using HLS.

Archit Gajjar, Priyank Kashyap, Aydin Aysu, Paul D. Franzon, Sumon Dey, Chris Cheng

Proceedings of the 30th IEEE Annual International Symposium on Field-Programmable Custom Computing Machines, 2022

2021

A Scalable Cluster-based Hierarchical Hardware Accelerator for a Cortically Inspired Algorithm.

Sumon Dey, Lee Baker, Joshua Schabel, Weifu Li, Paul D. Franzon

ACM J. Emerg. Technol. Comput. Syst., 2021

2019

An Application Specific Processor Architecture with 3D Integration for Recurrent Neural Networks.

Sumon Dey, Paul D. Franzon

Proceedings of the 20th International Symposium on Quality Electronic Design, 2019

2016

Design and ASIC acceleration of cortical algorithm for text recognition.

Sumon Dey, Paul D. Franzon

Proceedings of the 29th IEEE International System-on-Chip Conference, 2016

Processor-in-memory support for artificial neural networks.

Joshua Schabel, Lee Baker, Sumon Dey, Weifu Li, Paul D. Franzon

Proceedings of the IEEE International Conference on Rebooting Computing, 2016