Utkarsh Saxena

On-chip learning for domain wall synapse based Fully Connected Neural Network

Debanjan Bhowmik, Utkarsh Saxena, Apoorv Dankar et al. · Journal of Magnetism and Magnetic Materials · 2019 · 70 citations · Full text

Engineering, Neural Networks (Machine Learning), Computational Neuroscience +13

Compute-in-Memory Technologies and Architectures for Deep Learning Workloads

Mustafa Ali, Sourjya Roy, Utkarsh Saxena et al. · IEEE Transactions on Very Large Scale Integration (VLSI) Systems · 2022 · 36 citations

Memory Wall, Engineering, Machine Learning +15

Ferroelectric capacitors and field-effect transistors as in-memory computing elements for machine learning workloads

Eunseon Yu, Gaurav Kumar K, Utkarsh Saxena et al. · Scientific Reports · 2024 · 30 citations · Full text

A 35.5-127.2 TOPS/W Dynamic Sparsity-Aware Reconfigurable-Precision Compute-in-Memory SRAM Macro for Machine Learning

Mustafa Ali, Indranil Chakraborty, Utkarsh Saxena et al. · IEEE Solid-State Circuits Letters · 2021 · 26 citations

Low-Energy Implementation of Feed-Forward Neural Network With Back-Propagation Algorithm Using a Spin-Orbit Torque Driven Skyrmionic Device

Utkarsh Saxena, Divya Kaushik, Mudit Bansal et al. · IEEE Transactions on Magnetics · 2018 · 22 citations

Engineering, Neural Networks (Machine Learning), Neurochip +19