Sandeep Soni

About

Currently pursuing PhD from IIT Roorkee, India. Research area includes spintronics-based devices, circuits, and computing.

Employment

• Indian Institute of Technology Roorkee

Education

• Indian Institute of Technology Roorkee Phd
  2021 - 2025
• MANIT Mtech
  2018 - 2020

Projects & Funding

Projects & funding information is unavailable.

Publications (17)

• MRAM-Based CiM Architecture for Backpropagation-free Training of Neural Networks using DFA and DRTP
  IEEE Transactions on Magnetics 2026 DOI: 10.1109/TMAG.2026.3704393
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• Magnetoresistive Sensors for Emerging Applications: A Comparative Review of Device Performance and Design Trade-Offs
  IEEE Electron Devices Reviews 2026 DOI: 10.1109/EDR.2026.3694617
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• Spin based DNN accelerator with bit splitting technique
  Physica Scripta 2026 DOI: 10.1088/1402-4896/ae7511
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• Energy Efficient Ultra-Fast Optically Switched Fully Non-Volatile Magnetic Full Adder for Enhanced Side-Channel Attack Resilience
  IEEE Open Journal of Nanotechnology 2025 DOI: 10.1109/OJNANO.2025.3625815
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• Energy-Efficient CNN Accelerator Using Voltage-Gated DSHE-MRAM
  IEEE Transactions on Electron Devices 2025 DOI: 10.1109/TED.2025.3537592
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• Approximation-Aware Training for Efficient Neural Network Inference on MRAM Based CiM Architecture
  IEEE Open Journal of Nanotechnology 2025 DOI: 10.1109/OJNANO.2024.3524265
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• Energy-efficient DSHE-MRAM-based in-memory computing for image segmentation
  APL Electronic Devices 2025 DOI: 10.1063/5.0271458
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• Image denoising using simulated bifurcation based Ising machine
  Physica Scripta 2025 DOI: 10.1088/1402-4896/addb13
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• A Neuromorphic Computational Model for Spintronics-Based Hopfield Oscillatory Neural Network
  IEEE Transactions on Magnetics 2025 DOI: 10.1109/TMAG.2025.3539977
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• SpinONN: energy efficient brain-inspired spintronics-based Hopfield oscillatory neural network for image denoising
  Neuromorphic Computing and Engineering 2025 DOI: 10.1088/2634-4386/ade622
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