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2020 – today
- 2024
[j2]Giles Winchester, Oliver G. Steele, Samuel Liu, André Maia Chagas, Wajeeha Aziz, Andrew C. Penn:
Reproducible supervised learning-assisted classification of spontaneous synaptic waveforms with Eventer. Frontiers Neuroinformatics 18 (2024)- [i6]Can Cui, Samuel Liu, Jaesuk Kwon, Jean Anne C. Incorvia:
Domain Wall Magnetic Tunnel Junction Reliable Integrate and Fire Neuron. CoRR abs/2405.14851 (2024) - 2023
- [j1]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): 22003 (2023) - [i5]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 abs/2304.04794 (2023) - 2022
- [c2]Suma George Cardwell, Catherine D. Schuman, J. Darby Smith, Karan Patel, Jaesuk Kwon, Samuel Liu, Christopher Allemang, Shashank Misra, Jean Anne C. Incorvia, James B. Aimone:
Probabilistic Neural Circuits leveraging AI-Enhanced Codesign for Random Number Generation. ICRC 2022: 57-65 - [i4]Suma George Cardwell, Catherine D. Schuman, J. Darby Smith, Karan Patel, Jaesuk Kwon, Samuel Liu, Christopher Allemang, Shashank Misra, Jean Anne C. Incorvia, James B. Aimone:
Probabilistic Neural Circuits leveraging AI-Enhanced Codesign for Random Number Generation. CoRR abs/2212.00625 (2022) - 2021
- [c1]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: 1-7 - [i3]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 abs/2101.03095 (2021) - [i2]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 abs/2111.11516 (2021)
2010 – 2019
- 2018
- [i1]Artidoro Pagnoni, Stefan Gramatovici, Samuel Liu:
PAC Learning Guarantees Under Covariate Shift. CoRR abs/1812.06393 (2018)
Coauthor Index
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