Samuel Liu

发表

Random Bitstream Generation Using Voltage-Controlled Magnetic Anisotropy and Spin Orbit Torque Magnetic Tunnel Junctions

Catherine D. Schuman, J. Aimone, J. Incorvia, 2022, IEEE Journal on Exploratory Solid-State Computational Devices and Circuits.

Adaptive cognition implemented with a context-aware and flexible neuron for next-generation artificial intelligence

J. Incorvia, Can Cui, Priyamvada Jadaun, 2020, PNAS nexus.

Bayesian neural networks using magnetic tunnel junction-based probabilistic in-memory computing

Christopher H. Bennett, S. Agarwal, B. Debusschere, 2022, Frontiers in Nanotechnology.

A domain wall-magnetic tunnel junction artificial synapse with notched geometry for accurate and efficient training of deep neural networks

Matthew J. Marinella, Christopher H. Bennett, Samuel Liu, 2021 .

Probabilistic Neural Circuits leveraging AI-Enhanced Codesign for Random Number Generation

Catherine D. Schuman, Karan C. Patel, J. Aimone, 2022, 2022 IEEE International Conference on Rebooting Computing (ICRC).

Metaplastic and energy-efficient biocompatible graphene artificial synaptic transistors for enhanced accuracy neuromorphic computing

D. Akinwande, D. Kireev, J. Incorvia, 2022, Nature Communications.

Stochastic Domain Wall-Magnetic Tunnel Junction Artificial Neurons for Noise-Resilient Spiking Neural Networks

J. Incorvia, Samuel Liu, Harrison Jin, 2023, Applied Physics Letters.

Magnetic skyrmions and domain walls for logical and neuromorphic computing

Wesley H. Brigner, Alexander J. Edwards, Benjamin W. Walker, 2023, Neuromorphic Computing and Engineering.

Shape‐Dependent Multi‐Weight Magnetic Artificial Synapses for Neuromorphic Computing

Otitoaleke G. Akinola, M. Marinella, J. Friedman, 2022 .

Controllable Reset Behavior in Domain Wall–Magnetic Tunnel Junction Artificial Neurons for Task-Adaptable Computation pdf

Joseph S. Friedman, Matthew J. Marinella, David Paydarfar, 2021, IEEE Magnetics Letters.

Parallel Matrix Multiplication Using Voltage-Controlled Magnetic Anisotropy Domain Wall Logic

M. Marinella, S. Agarwal, J. Incorvia, 2023, IEEE Journal on Exploratory Solid-State Computational Devices and Circuits.

Magnetic tunnel junction random number generators applied to dynamically tuned probability trees driven by spin orbit torque

J. Aimone, J. Incorvia, S. Cardwell, 2023, Nanotechnology.

Creating stochastic neural networks with the help of probabilistic bits

J. Incorvia, Samuel Liu, 2023, Nature Electronics.

Shape‐Dependent Multi‐Weight Magnetic Artificial Synapses for Neuromorphic Computing (Adv. Electron. Mater. 12/2022)

Otitoaleke G. Akinola, M. Marinella, J. Friedman, 2021, Advanced Electronic Materials.