4 papers
Bayesian Optimization of Crossbar-Based Compute-In-Memory System Design for Efficient DNN Inference
Arnob Saha, Bibhas Manna, Nikhil Kotikalapudi +4
Leveraging the high density and energy efficiency of Compute-In-Memory (CIM) crossbar-based Deep Neural Network (DNN) accelerators requires optimal Design Space Exploration (DSE),…
Variation-Resilient FeFET-Based In-Memory Computing Leveraging Probabilistic Deep Learning
Bibhas Manna, Arnob Saha, Zhouhang Jiang +2
Reliability issues stemming from device level non-idealities of non-volatile emerging technologies like ferroelectric field-effect transistors (FeFET), especially at scaled dimensi…
Spin Based Biosensor with Hard Axis Assist for Enhanced Sensitivity
B. Manna, A. K. Muhopadhyay, M. Sharad
We demonstrate the influence of hard axis assist on an in-plane polarized nanomagnet layer to greatly enhance the sensitivity of a magnetic nano particle (MNP) based MTJ biosensor.…
High Sensitivity Biosensor using Injection Locked Spin Torque Nano-Oscillators
Tathagata Srimani, Bibhas Manna, Anand Kumar Mukhopadhyay +2
With ever increasing research on magnetic nano systems it is shown to have great potential in the areas of magnetic storage, biosensing, magnetoresistive insulation etc. In the fie…