Alexander J. Edwards

Engineering · Physical Sciences

5h-index80citations26works1.32yr avg
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Research Topics

Advanced Memory and Neural Computing(15), Neural Networks and Reservoir Computing(11), Ferroelectric and Negative Capacitance Devices(6), Magnetic properties of thin films(4), Neural Networks and Applications(4)

Publications26 total

Magnetic Field-Mediated Superconducting Logic
arXiv (Cornell University)·2026Open Access
Magnetic Field-Mediated Superconducting Logic
arXiv (Cornell University)·2026Open Access
Kinematic model of magnetic-domain-wall motion for fast, high-accuracy simulations
Physical Review Applied·2025
Neuromorphic Hebbian learning with magnetic tunnel junction synapses
Communications Engineering·2025· 1 citedOpen Access
Experimental Demonstration of Stochastic Bayesian Inference Using Müller C-Elements
IEEE Transactions on Very Large Scale Integration (VLSI) Systems·2025
Physically Secure Logic Locking With Nanomagnet Logic
IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems·2024· 1 cited
Kinematic Model of Magnetic Domain Wall Motion for Fast, High-Accuracy Simulations
arXiv (Cornell University)·2024Open Access
Harnessing stochasticity for superconductive multi-layer spike-rate-coded neuromorphic networks
Neuromorphic Computing and Engineering·2024· 8 citedOpen Access
Deep Neuromorphic Networks with Superconducting Single Flux Quanta
arXiv (Cornell University)·2023Open Access
Neuromorphic Hebbian learning with magnetic tunnel junction synapses
arXiv (Cornell University)·2023· 2 citedOpen Access
Passive frustrated nanomagnet reservoir computing
Communications Physics·2023· 11 citedOpen Access
Magnetic skyrmions and domain walls for logical and neuromorphic computing
Neuromorphic Computing and Engineering·2023· 23 citedOpen Access
Near-Landauer Reversible Skyrmion Logic with Voltage-Based Propagation
arXiv (Cornell University)·2023· 1 citedOpen Access
Frustrated arrays of nanomagnets for efficient reservoir computing (Conference Presentation)
2022
Secure logic locking with hybrid CMOS-nanomagnet logic (Conference Presentation)
2022
Physically and Algorithmically Secure Logic Locking with Hybrid CMOS/Nanomagnet Logic Circuits
2022 Design, Automation & Test in Europe Conference & Exhibition (DATE)·2022· 3 cited
Logical and Physical Reversibility of Conservative Skyrmion Logic
IEEE Magnetics Letters·2022· 3 citedOpen Access
Quantized Domain-Wall Magnetic Tunnel Junction (DW-MTJ) Neural Networks Optimized for Rapid, Energy Efficient Edge Inference
2021
Experimental Demonstration of Neuromorphic Network with STT MTJ Synapses
arXiv (Cornell University)·2021· 3 citedOpen Access
Focused Surface Acoustic Wave induced nano-oscillator based reservoir computing
arXiv (Cornell University)·2021· 9 citedOpen Access
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Frequent Co-authors

Joseph S. Friedman(24), Naimul Hassan(10), Xuan Hu(9), Jayasimha Atulasimha(9), Felipe García‐Sánchez(8), Dhritiman Bhattacharya(7), Peng Zhou(7), Jean Anne C. Incorvia(6), Nathan McDonald(6), Clare Thiem(6), Can Cui(5), Mustafa Shihab(4), Yiorgos Makris(4), T. Patrick Xiao(3), Christopher H. Bennett(3), Michael P. Frank(3), Dhritiman Bhattacharya(3), Peng Zhou(3), Walid Al Misba(3), L. H. Loomis(3)