Conference paper
Learning Reduced Order Dynamics via Geometric Representations
Imran Nasim, Melanie Weber
SCML 2024
AI is fueling explosive growth in compute demand that traditional digital chip architectures cannot keep up with. Analog crossbar arrays enable power efficient synaptic signal processing with linear scaling on neural network size. We present a photonic photorefractive crossbar array for neural network training and inference on local analog memory. We discuss the concept and present results based on the first prototype hardware.
Imran Nasim, Melanie Weber
SCML 2024
Fernando Marianno, Wang Zhou, et al.
INFORMS 2021
Elizabeth A. Sholler, Frederick M. Meyer, et al.
SPIE AeroSense 1997
E. Burstein
Ferroelectrics