3 papers
physics.app-ph2026
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…
cond-mat.mes-hall2024
A Comprehensive Convolutional Neural Network Architecture Design using Magnetic Skyrmion and Domain Wall
Saumya Gupta, Venkatesh Vadde, Bhaskaran Muralidharan +1
Spintronic-based neuromorphic hardware offers high-density and rapid data processing at nanoscale lengths by leveraging magnetic configurations like skyrmion and domain walls. Here…
cond-mat.mes-hall2024
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…