Saibal Mukhopadhyay
3 papers in the PaperMetrix corpus
Papers by this author
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What does ultra low power requirements mean for side-channel secure cryptography?
2016
The design of low power and side-channel-attack resistant encryption engine is a key challenge to enhance security of resource-constrained platforms. This paper present case studies to show that the low-power requirement is a challenge as …
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On-chip training of recurrent neural networks with limited numerical precision
2017
Training of neural network can be accelerated by limited numerical precision together with specialized low-precision hardware. This paper studies how low precision can impact on entire training of RNNs. We emulate low precision training for …
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AdaAFE-CIM: A Hardware Implementation of Subspace Tracking for Adaptive Radar Data Compression
2025
This paper presents AdaAFE-CIM, a novel architecture that implements subspace tracking for adaptive data compression in array processing hardware. The system combines analog feature extraction with digital subspace tracking to reduce power and hardware requirements …