143 citations · 209 across the 3 of their papers we have counts for
4 papers
BASC : Behavior-Aligned Quantization and Pruning for Low-Bit Spiking Neural Networks
Linliang Chen, Yan Zhong, Xin Liu +2
Spiking Neural Networks (SNNs) encode information through binary spikes and compute in an event-driven manner, offering an energy-efficient paradigm for machine intelligence. Howev…
Magnetic Skyrmions for Unconventional Computing
Sai Li, Wang Kang, Xichao Zhang +4
Improvements in computing performance have significantly slowed down over the past few years owing to the intrinsic limitations of computing hardware. However, the demand for data…
Low-Power (1T1N) Skyrmionic Synapses for Spiking Neuromorphic Systems
Tinish Bhattacharya, Sai Li, Yangqi Huang +3
In this work, we propose a `1-transistor 1-nanotrack' (1T1N) synapse based on movement of magnetic skyrmions using spin polarised current pulses. The proposed synaptic bit-cell has…
Dynamics of a magnetic skyrmionium driven by spin waves
Sai Li, Jing Xia, Xichao Zhang +5
The magnetic skyrmionium is a skyrmion-like structure but carries a zero net skyrmion number, which can be used as a building block for non-volatile information processing devices.…