Zobrazeno 1 - 10
of 683
pro vyhledávání: '"Das, Debasis P."'
This research addresses the critical necessity for advanced rapid response operations in managing a spectrum of environmental hazards. We propose a novel framework, qIoV that integrates quantum computing with the Internet-of-Vehicles (IoV) to leverag
Externí odkaz:
http://arxiv.org/abs/2403.18622
Autor:
Sharma, Abhishek, Gupta, Saumya, Das, Debasis, Tulapurkar, Ashwin. A., Muralidharan, Bhaskaran
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. Among other spintronic devices, a magnetic skyrmion is a promising c
Externí odkaz:
http://arxiv.org/abs/2403.13478
Autor:
Das, Debasis, Fong, Xuanyao
Spiking Neural Networks (SNNs) have emerged as a promising paradigm, offering event-driven and energy-efficient computation. In recent studies, various devices tailored for SNN synapses and neurons have been proposed, leveraging the unique characteri
Externí odkaz:
http://arxiv.org/abs/2402.19139
Pervasive use of social media has become the emerging source for real-time information (like images, text, or both) to identify various events. Despite the rapid growth of image and text-based event classification, the state-of-the-art (SOTA) models
Externí odkaz:
http://arxiv.org/abs/2401.06194
Autor:
Lone, Aijaz H., Zou, Xuecui, Das, Debasis, Fong, Xuanyao, Setti, Gianluca, Fariborzi, Hossein
Topologically protected spin textures, such as magnetic skyrmions, have the potential for dense data storage as well as energy-efficient computing due to their small size and a low driving current. The evaluation of the writing and reading of the sky
Externí odkaz:
http://arxiv.org/abs/2304.07742
Topologically stable magnetic skyrmion has a much lower depinning current density that may be useful for memory as well as neuromorphic computing. However, skyrmion-based devices suffer from the Magnus force originating from the skyrmion Hall effect,
Externí odkaz:
http://arxiv.org/abs/2211.06630
Autor:
Das, Debasis, Fong, Xuanyao
Spintronic artificial spiking neurons are promising due to their ability to closely mimic the leaky integrate-and-fire (LIF) dynamics of the biological LIF spiking neuron. However, the neuron needs to be reset after firing. Few of the spintronic neur
Externí odkaz:
http://arxiv.org/abs/2210.13881
Simulated annealing (SA) attracts more attention among classical heuristic algorithms because the solution of the combinatorial optimization problem can be naturally mapped to the ground state of the Ising Hamiltonian. However, in practical implement
Externí odkaz:
http://arxiv.org/abs/2203.09926
Magnetic skyrmion technology is promising for the next-generation spintronics-based memory and neuromorphic computing due to their small size, non-volatility and low depinning current density. However, the Magnus force originating from the skyrmion H
Externí odkaz:
http://arxiv.org/abs/2203.02171
Autor:
Das, Debasis, Fong, Xuanyao
Embedded non-volatile memory technologies such as resistive random access memory (RRAM) and spin-transfer torque magnetic RAM (STT MRAM) are increasingly being researched for application in neuromorphic computing and hardware accelerators for AI. How
Externí odkaz:
http://arxiv.org/abs/2105.03691