no code implementations • 26 Feb 2024 • Mustafa Altay Karamuftuoglu, Beyza Zeynep Ucpinar, Arash Fayyazi, Sasan Razmkhah, Mehdi Kamal, Massoud Pedram
A novel high-fan-in differential superconductor neuron structure designed for ultra-high-performance Spiking Neural Network (SNN) accelerators is presented.
no code implementations • 13 Nov 2023 • Sasan Razmkhah, Mustafa Altay Karamuftuoglu, Ali Bozbey
Using an RSFQ synapse empowers us to replicate the functionality of a biological neuron, a crucial step in realizing a complete SNN.
no code implementations • 11 Oct 2023 • Beyza Zeynep Ucpinar, Mustafa Altay Karamuftuoglu, Sasan Razmkhah, Massoud Pedram
We present an on-chip trainable neuron circuit.