3 papers
cond-mat.mes-hall2022
Design of Spintronics-based Neuronal and Synaptic Devices for Spiking Neural Network Circuits
Debasis Das, Yunuo Cen, Jianze Wang +1
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 s…
cond-mat.mes-hall2022
Self-reset schemes for Magnetic domain wall-based neuron
Debasis Das, Xuanyao Fong
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,…
cs.AI2022
CITS: Coherent Ising Tree Search Algorithm Towards Solving Combinatorial Optimization Problems
Yunuo Cen, Debasis Das, Xuanyao Fong
Simulated annealing (SA) attracts more attention among classical heuristic algorithms because the solution of the combinatorial optimization problem can be naturally mapped to the…