Search Results - marc+miskin

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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. Problem: Machine learning is a ubiquitous tool that has found uses in engineering, science, and medicine. Neural networks are some of the most powerful machine learning algorithms, but they train very slowly when they become large. This hampers...
Published: 10/24/2024   |   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
High-Resolution and Energy-Efficient Voltage-Tunable Device for Holographic and Reflective Displays
An array of individually addressable microscale optical resonators that offer higher resolution, lower power consumption, extremely rich color tones, and a unique manufacturing path. Problem: Current display devices, with either active or reflective displays, are limited by high power consumption, inadequate resolution, and limited viewing angles....
Published: 1/5/2024   |   Inventor(s): Marc Miskin, David Gonzalez-Medrano
Keywords(s): Electronic Materials, Optics & Photonics 
Category(s): Technology Classifications > Hardware & Components, Technology Classifications > Imaging