Sohum Datta

According to our database, Sohum Datta authored at least 6 papers between 2017 and 2023.

Collaborative distances:

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

2023

HDBinaryCore: A 28nm 2048-bit Hyper-Dimensional biosignal classifier achieving 25 nJ/prediction for EMG hand-gesture recognition.

Sohum Datta, Brian C. Richards, Harrison Liew, Youbin Kim, Daniel Sun, Jan M. Rabaey

Proceedings of the 49th IEEE European Solid State Circuits Conference, 2023

2022

A probability-inspired normalization for fixed-precision Hyper-Dimensional Computing.

Sohum Datta, Jan M. Rabaey

Proceedings of the 4th IEEE International Conference on Artificial Intelligence Circuits and Systems, 2022

2020

QuantHD: A Quantization Framework for Hyperdimensional Computing.

Mohsen Imani, Samuel Bosch, Sohum Datta, Sharadhi Ramakrishna, Sahand Salamat, Jan M. Rabaey, Tajana Rosing

IEEE Trans. Comput. Aided Des. Integr. Circuits Syst., 2020

2019

A Programmable Hyper-Dimensional Processor Architecture for Human-Centric IoT.

Sohum Datta, Ryan Albert G. Antonio, Aldrin R. S. Ison, Jan M. Rabaey

IEEE J. Emerg. Sel. Topics Circuits Syst., 2019

2017

High-Dimensional Computing as a Nanoscalable Paradigm.

Abbas Rahimi, Sohum Datta, Denis Kleyko, Edward Paxon Frady, Bruno A. Olshausen, Pentti Kanerva, Jan M. Rabaey

IEEE Trans. Circuits Syst. I Regul. Pap., 2017

Human-centric computing - The case for a Hyper-Dimensional approach.

Jan M. Rabaey, Abbas Rahimi, Sohum Datta, Miles Rusch, Pentti Kanerva, Bruno A. Olshausen

Proceedings of the 7th IEEE International Workshop on Advances in Sensors and Interfaces, 2017