Oxygen vacancies modulated VO2 for neurons and Spiking Neural Network construction

no code implementations • 16 Apr 2024 • Liang Li, Ting Zhou, Tong Liu, Zhiwei Liu, Yaping Li, Shuo Wu, Shanguang Zhao, Jinglin Zhu, Meiling Liu, Zhihan Lin, Bowen Sun, Jianjun Li, Fangwen Sun, Chongwen Zou

However, its intrinsic insulating state requires the VO2 neuronal device to be driven under large bias voltage, resulting in high power consumption and low frequency.

A Point Cloud-Based Deep Learning Strategy for Protein-Ligand Binding Affinity Prediction

no code implementations • 9 Jul 2021 • Yeji Wang, Shuo Wu, Yanwen Duan, Yong Huang

These results suggest that point clouds derived from the PDBbind datasets are useful to evaluate the performance of 3D point clouds-centered deep learning algorithms, which could learn critical protein-ligand interactions from natural evolution or medicinal chemistry and have wide applications in studying protein-ligand interactions.

Drug Discovery Protein-Ligand Affinity Prediction

ResAtom System: Protein and Ligand Affinity Prediction Model Based on Deep Learning

no code implementations • 17 Apr 2021 • Yeji Wang, Shuo Wu, Yanwen Duan, Yong Huang

At the same time, we evaluated the performance of a variety of existing scoring functions in combination with ResAtom-Score in the absence of experimentally-determined conformations.

Molecular Docking Protein-Ligand Affinity Prediction