Sohum Datta
Sohum Datta
🎓 PhD, Computer Science, UC Berkeley
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High-dimensional computing as a nanoscalable paradigm
A Rahimi, S Datta, D Kleyko, EP Frady, B Olshausen, P Kanerva, ...
IEEE Transactions on Circuits and Systems I: Regular Papers 64 (9), 2508-2521, 2017
Quanthd: A quantization framework for hyperdimensional computing
M Imani, S Bosch, S Datta, S Ramakrishna, S Salamat, JM Rabaey, ...
IEEE Transactions on Computer-Aided Design of Integrated Circuits and …, 2019
A programmable hyper-dimensional processor architecture for human-centric IoT
S Datta, RAG Antonio, ARS Ison, JM Rabaey
IEEE Journal on Emerging and Selected Topics in Circuits and Systems 9 (3 …, 2019
Design of broadband power divider based on substrate-integrated waveguide technology
S Datta, S Mukherjee, A Biswas
2013 IEEE Applied Electromagnetics Conference (AEMC), 1-2, 2013
A Binary, 2048-dim. Generic Hyper-Dimensional Processor
S Datta
Master’s thesis, EECS Department, University of California, Berkeley, 2019
Human-centric computing—The case for a hyper-dimensional approach
J Rabaey, A Rahimi, S Datta, M Rusch, P Kanerva, B Olshausen
2017 7th IEEE International Workshop on Advances in Sensors and Interfaces …, 2017
HDBinaryCore: A 28nm 2048-bit Hyper-Dimensional biosignal classifier achieving 25 nJ/prediction for EMG hand-gesture recognition
S Datta, B Richards, H Liew, Y Kim, D Sun, JM Rabaey
ESSCIRC 2023-IEEE 49th European Solid State Circuits Conference (ESSCIRC …, 2023
A probability-inspired normalization for fixed-precision Hyper-Dimensional Computing
S Datta, JM Rabaey
2022 IEEE 4th International Conference on Artificial Intelligence Circuits …, 2022
Generic architectures for efficient Hyper-Dimensional Computing
S Datta
UC Berkeley, 2022
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