Samuel Liu

Publication Activity (10 Years)

Years Active: 2018-2024
Publications (10 Years): 9

Top Topics

Random Number Generators

Spiking Neural Networks

Top Venues

Neuromorph. Comput. Eng.

Publications

Can Cui, Samuel Liu, Jaesuk Kwon, Jean Anne C. Incorvia
Domain Wall Magnetic Tunnel Junction Reliable Integrate and Fire Neuron. CoRR (2024)
Thomas Leonard, Samuel Liu, Harrison Jin, Jean Anne C. Incorvia
Stochastic Domain Wall-Magnetic Tunnel Junction Artificial Neurons for Noise-Resilient Spiking Neural Networks. CoRR (2023)
Xuan Hu, Can Cui, Samuel Liu, Felipe García-Sánchez, Wesley H. Brigner, Benjamin W. Walker, Alexander J. Edwards, T. Patrick Xiao, Christopher H. Bennett, Naimul Hassan, Michael P. Frank, Jean Anne C. Incorvia, Joseph S. Friedman
Magnetic skyrmions and domain walls for logical and neuromorphic computing. Neuromorph. Comput. Eng. 3 (2) (2023)
Suma George Cardwell, Catherine D. Schuman, J. Darby Smith, Karan Patel, Jaesuk Kwon, Samuel Liu, Christopher Allemang, Shashank Misra, Jean Anne Incorvia, James B. Aimone
Probabilistic Neural Circuits leveraging AI-Enhanced Codesign for Random Number Generation. ICRC (2022)
Suma George Cardwell, Catherine D. Schuman, J. Darby Smith, Karan Patel, Jaesuk Kwon, Samuel Liu, Christopher Allemang, Shashank Misra, Jean Anne Incorvia, James B. Aimone
Probabilistic Neural Circuits leveraging AI-Enhanced Codesign for Random Number Generation. CoRR (2022)
Samuel Liu, Christopher H. Bennett, Joseph S. Friedman, Matthew J. Marinella, David Paydarfar, Jean Anne C. Incorvia
Controllable reset behavior in domain wall-magnetic tunnel junction artificial neurons for task-adaptable computation. CoRR (2021)
Samuel Liu, Jen-Ho Kuo, Luba Tang, Ning-Chi Huang, Der-Yu Tsai, M.-H. Yang, Kai-Chiang Wu
ONNC Compiler Used in Fault-Mitigating Mechanisms Analysis on NVDLA-Based and ReRAM-Based Edge AI Chip Design. VLSI-DAT (2021)
Thomas Leonard, Samuel Liu, Mahshid Alamdar, Can Cui, Otitoaleke G. Akinola, Lin Xue, T. Patrick Xiao, Joseph S. Friedman, Matthew J. Marinella, Christopher H. Bennett, Jean Anne C. Incorvia
Shape-Dependent Multi-Weight Magnetic Artificial Synapses for Neuromorphic Computing. CoRR (2021)
Artidoro Pagnoni, Stefan Gramatovici, Samuel Liu
PAC Learning Guarantees Under Covariate Shift. CoRR (2018)