
Physics-based Neural Network
Investigate the internal physics of electronic devices for Deep learning
[1] "Efficient Data Processing using Tunable Entropy-Stabilized Oxide Memristors",
Nature Electronics, 7, 466, 2024
[2] "TAXI: Traveling Salesman Problem Accelerator with X-bar-based Ising Macros Powered by SOT-MRAMs and Hierarchical Clustering",
DAC'25: Proceedings of the 62nd ACM/IEEE Design Automation Conference (In production), 2025
[3] "RN-Net: Reservoir Nodes-Enabled Neuromorphic Vision Sensing Network",
Advanced Intelligent Systems, 2024
[4] "Columnar Learning Networks for Multisensory Spatiotemporal Learning",
Advanced Intelligent Systems, 4, 11 2022
[5] "Tuning Resistive Switching Behavior by Controlling Internal Ionic Dynamics for Biorealistic Implementation of Synaptic Plasticity",
Advanced Electronic Materials, 8, 8 2022