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Benjamin Beyer
Benjamin Beyer
Adresse e-mail validée de sas.upenn.edu
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Circuits that train themselves: decentralized, physics-driven learning
S Dillavou, B Beyer, M Stern, MZ Miskin, AJ Liu, DJ Durian
AI and Optical Data Sciences IV 12438, 115-117, 2023
82023
Machine learning without a processor: Emergent learning in a nonlinear electronic metamaterial
S Dillavou, BD Beyer, M Stern, MZ Miskin, AJ Liu, DJ Durian
arXiv preprint arXiv:2311.00537, 2023
22023
The Ensemble Peels the Onion: Emergent Learning Via Sequential Error Mode Reduction
S Dillavou, B Beyer, M Stern, M Miskin, A Liu, D Durian
Bulletin of the American Physical Society, 2024
2024
Nonlinear Classification Without a Processor
S Dillavou, B Beyer, M Stern, M Miskin, A Liu, D Durian
Machine Learning with New Compute Paradigms, 2023
2023
Transistor-Based Self-Learning Networks
S Dillavou, B Beyer, M Stern, M Miskin, A Liu, D Durian
APS March Meeting Abstracts 2023, D07. 006, 2023
2023
A Physics-Driven Self-Learning Transistor Network
S Dillavou, B Beyer, M Stern, J Wycoff, M Miskin, A Liu, D Durian
APS March Meeting Abstracts 2023, G00. 123, 2023
2023
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