AI-Guided Codesign for Novel Computing Paradigms.
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Proceedings of the 30th Asia and South Pacific Design Automation Conference, 2025
Reproducible supervised learning-assisted classification of spontaneous synaptic waveforms with Eventer.
Frontiers Neuroinformatics, 2024
Domain Wall Magnetic Tunnel Junction Reliable Integrate and Fire Neuron.
CoRR, 2024
Magnetic skyrmions and domain walls for logical and neuromorphic computing.
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Neuromorph. Comput. Eng., June, 2023
Stochastic Domain Wall-Magnetic Tunnel Junction Artificial Neurons for Noise-Resilient Spiking Neural Networks.
CoRR, 2023
Probabilistic Neural Circuits leveraging AI-Enhanced Codesign for Random Number Generation.
Proceedings of the IEEE International Conference on Rebooting Computing, 2022
Shape-Dependent Multi-Weight Magnetic Artificial Synapses for Neuromorphic Computing.
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CoRR, 2021
Controllable reset behavior in domain wall-magnetic tunnel junction artificial neurons for task-adaptable computation.
CoRR, 2021
ONNC Compiler Used in Fault-Mitigating Mechanisms Analysis on NVDLA-Based and ReRAM-Based Edge AI Chip Design.
Proceedings of the International Symposium on VLSI Design, Automation and Test, 2021
PAC Learning Guarantees Under Covariate Shift.
CoRR, 2018