3 papers
cs.ET2025
Interfacial and bulk switching MoS2 memristors for an all-2D reservoir computing framework
Asmita S. Thool, Sourodeep Roy, Prahalad Kanti Barman +5
In this study, we design a reservoir computing (RC) network by exploiting short- and long-term memory dynamics in Au/Ti/MoS/Au memristive devices. The temporal dynamics is engi…
cs.ET2024
Stochastic Analysis of Retention Time of Coupled Memory Topology
Anirudh Bangalore Shankar, Avhishek Chatterjee, Bhaswar Chakrabarti +1
Recently, it has been experimentally demonstrated that individual memory units coupled in certain topology can provide the intended performance. However, experimental or simulation…
cs.ET2024
NeoHebbian Synapses to Accelerate Online Training of Neuromorphic Hardware
Shubham Pande, Sai Sukruth Bezugam, Tinish Bhattacharya +4
Neuromorphic systems that employ advanced synaptic learning rules, such as the three-factor learning rule, require synaptic devices of increased complexity. Herein, a novel neoHebb…