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pro vyhledávání: '"Chakraborty, Nishith N."'
Synapse is a key element of any neuromorphic computing system which is mostly constructed with memristor devices. A memristor is a two-terminal analog memory device. Memristive synapse suffers from various challenges such as forming at high voltage,
Externí odkaz:
http://arxiv.org/abs/2306.13721
Autor:
Das, Hritom, Febbo, Rocco D., Tushar, SNB, Chakraborty, Nishith N., Liehr, Maximilian, Cady, Nathaniel, Rose, Garrett S.
Publikováno v:
IEEE Transactions on Circuits and Systems I: Regular Papers, 10 August 2023
Memristors provide a tempting solution for weighted synapse connections in neuromorphic computing due to their size and non-volatile nature. However, memristors are unreliable in the commonly used voltage-pulse-based programming approaches and requir
Externí odkaz:
http://arxiv.org/abs/2306.06551
Autor:
Das, Hritom, Febbo, Rocco D., Rizzo, Charlie P., Chakraborty, Nishith N., Plank, James S., Rose, Garrett S.
Publikováno v:
IEEE Journal on Emerging and Selected Topics in Circuits and Systems, 2023
The synapse is a key element of neuromorphic computing in terms of efficiency and accuracy. In this paper, an optimized current-controlled memristive synapse circuit is proposed. Our proposed synapse demonstrates reliability in the face of process va
Externí odkaz:
http://arxiv.org/abs/2305.16418
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