5 papers
Domain-Growth Kinetics and Scaling Laws Governing Pulse-Driven Accumulative Polarization Switching in HZO
Manish Anand, Balram Khattar, Abhishek Sharma
Accumulative polarization switching driven by sequential sub-coercive electric-field pulses offers a promising route toward low-power ferroelectric memories and neuromorphic device…
Image Synthesis Using Spintronic Deep Convolutional Generative Adversarial Network
Saumya Gupta, Abhinandan, Venkatesh vadde +2
The computational requirements of generative adversarial networks (GANs) exceed the limit of conventional Von Neumann architectures, necessitating energy efficient alternatives suc…
Asymmetric Resonant Ferroelectric Tunnel Junctions for Simultaneous High Tunnel Electroresistance and Low Resistance-Area Product
Balram Khattar, Adarsh Tripathi, Manmohan Brahma +1
Ferroelectric tunnel junctions offer potential for non-volatile memory with low power, fast switching, and scalability, but their performance is limited by a high resistance-area p…
Ultrahigh Frequency and Multi-channel Output in Skyrmion Based Nano-oscillator
Abhishek Sharma, Saumya Gupta, Debasis Das +2
Spintronic nano-oscillators can generate tunable microwave signals that find a wide range of applications in the field of telecommunication to modern neuromorphic computing systems…
Domain wall and Magnetic Tunnel Junction Hybrid for on-chip Learning in UNet architecture
Venkatesh Vadde, Bhaskaran Muralidharan, Abhishek Sharma
We present spintronic devices based hardware implementation of UNet for segmentation tasks. Our approach involves designing hardware for convolution, deconvolution, rectified activ…