A Three-terminal Non-Volatile Ferroelectric Switch with an Insulator-Metal Transition Channel

no code implementations • 27 Aug 2021 • Jaykumar Vaidya, R S Surya Kanthi, Shamiul Alam, Nazmul Amin, Ahmedullah Aziz, Nikhil Shukla

Ferroelectrics offer a promising materials platform to realize energy-efficient non-volatile memory technology with the FeFET-based implementations being one of the most area-efficient ferroelectric memory architectures.

Transformer-based Machine Learning for Fast SAT Solvers and Logic Synthesis

1 code implementation • 15 Jul 2021 • Feng Shi, Chonghan Lee, Mohammad Khairul Bashar, Nikhil Shukla, Song-Chun Zhu, Vijaykrishnan Narayanan

Our model has a scale-free structure which could process varying size of instances.

BIG-bench Machine Learning Computational Efficiency

Using Noise to Augment Synchronization among Oscillators

no code implementations • 2 Dec 2020 • Jaykumar Vaidya, Mohammad Khairul Bashar, Nikhil Shukla

In this work, we experimentally investigate the effect of noise on the synchronization of relaxation oscillators and their computational properties.

Emerging Technologies