3 papers
cond-mat.mes-hall2025
Quantized Artificial Neural Networks Implemented with Spintronic Stochastic Computing
Saadi Sabyasachi, Walid Al Misba, Yixin Shao +2
An Artificial Neural Network (ANN) inference involves matrix vector multiplications that require a very large number of multiply and accumulate operations, resulting in high energy…
cond-mat.mes-hall2023
Quantized Non-Volatile Nanomagnetic Synapse based Autoencoder for Efficient Unsupervised Network Anomaly Detection
Muhammad Sabbir Alam, Walid Al Misba, Jayasimha Atulasimha
In the autoencoder based anomaly detection paradigm, implementing the autoencoder in edge devices capable of learning in real-time is exceedingly challenging due to limited hardwar…
cond-mat.mes-hall2020
Acoustic Wave Induced FMR Assisted Spin-Torque Switching of Perpendicular MTJs with Anisotropy Variation
Walid Al Misba, Md. Mahadi Rajib, Dhritiman Bhattacharya +1
We have investigated Surface Acoustic Wave (SAW) induced ferromagnetic resonance (FMR) assisted Spin Transfer Torque (STT) switching of perpendicular MTJ (p-MTJ) with inhomogeneiti…