Search Results - andrea+liu

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A Robust Training Platform for Real-World Analog AI Hardware

Bias-tolerant training method for analog AI hardware that improves learning stability without digital correction.

Published: 5/19/2026
Inventor(s):
Andrea Liu, Samuel Dillavou, Douglas Durian, Marcelo Guzman
Keywords(s):
Artificial Intelligence (AI) & Machine Learning, Autonomous Vehicles, Internet of Things
Category(s):
Technology Classifications > Computer Information Systems, Technology Classifications > Hardware & Components, Technology Classifications > Robotics

Physical Neural Network for Fast, Scalable, and Power-Efficient Machine Learning Computation

A physical embodiment of a locally-learning neural network, which learns faster than current CPU-based nets.

Published: 9/26/2025
Inventor(s):
Samuel Dillavou, Douglas Durian, Andrea Liu, Menachem (Nachi) Stern, Marc Miskin
Keywords(s):
Artificial Intelligence (AI) & Machine Learning, Data Science, Electronic Materials, Internet of Things, Nanotechnology, Software
Category(s):
Technology Classifications > Computer Information Systems, Technology Classifications > Hardware & Components