Xu He

MIND Research Institute — United States

Neuroscience · Life Sciences

13h-index727citations38works2.92yr avg
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Research Topics

Neural and Behavioral Psychology Studies(8), Neural dynamics and brain function(7), Hydrology and Watershed Management Studies(4), EEG and Brain-Computer Interfaces(3), Hydrology and Sediment Transport Processes(3)

Publications38 total

Novelty as a drive of human exploration in complex stochastic environments
Proceedings of the National Academy of Sciences·2025· 1 citedOpen Access
Early Prediction of End‐of‐Life and Nonlinear Degradation Knee‐Point for Lithium‐Ion Batteries Using Newton–Raphson‐Based Optimizer‐Optimized Extreme Gradient Boosting Tree‐Random Forest Model
Energy Technology·2025
Multiphysics Feature-Based State-of-Energy Estimation for LiFePO4 Batteries Using Bidirectional Long Short-Term Memory and Particle Swarm-Optimized Kalman Filter
Applied Sciences·2025Open Access
A Novel SOH Estimation Method for Lithium-Ion Batteries Based on the PSO–GWO–LSSVM Prediction Model with Multi-Dimensional Health Features Extraction
Applied Sciences·2025· 5 citedOpen Access
From Partial Calibration to Full Potential: A Two-Stage Sparse DOA Estimation for Incoherently-Distributed Sources with Gain-Phase Uncertainty
arXiv (Cornell University)·2025Open Access
SiC MOSFETs: The Inevitable Trend for 800V Electric Vehicle Air Conditioning Compressors
IEEE Transactions on Vehicular Technology·2024· 10 cited
Analysis and Suppression for Gate Oscillation Caused by Body Diodes on Paralleled SiC MOSFETs Application
2024· 4 cited
Novelty Drives Human Exploration Even When It Is Suboptimal
2023Open Access
A safety helmets and overalls detection algorithm based on improved Yolov5
2022
Even if suboptimal, novelty drives human exploration
2022· 11 citedOpen Access
A digital twin-based sim-to-real transfer for deep reinforcement learning-enabled industrial robot grasping
Robotics and Computer-Integrated Manufacturing·2022· 120 cited
FixCaps: An Improved Capsules Network for Diagnosis of Skin Cancer
IEEE Access·2022· 68 citedOpen Access
On Highway Guardrail Detection Algorithm Based on Mask RCNN in Complex Environments
2021· 5 cited
Novelty is not surprise: Human exploratory and adaptive behavior in sequential decision-making
PLoS Computational Biology·2021· 46 citedOpen Access
RMIX: Learning Risk-Sensitive Policies for Cooperative Reinforcement Learning Agents
arXiv (Cornell University)·2021· 16 citedOpen Access
Novelty is not Surprise: Human exploratory and adaptive behavior in sequential decision-making
2020· 5 citedOpen Access
Learning to Collaborate in Multi-Module Recommendation via Multi-Agent Reinforcement Learning without Communication
arXiv (Cornell University)·2020· 9 citedOpen Access
Continual Learning from the Perspective of Compression
arXiv (Cornell University)·2020· 3 citedOpen Access
Augmented Reality on the Large Scene Based on a Markerless Registration Framework
arXiv (Cornell University)·2020Open Access
Neural Correlates of Reinforcement Learning: eligibility trace, reward prediction error, novelty and surprise
Infoscience (Ecole Polytechnique Fédérale de Lausanne)·2020Open Access
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Frequent Co-authors

Michael H. Herzog(8), Wulfram Gerstner(7), Alireza Modirshanechi(5), Marco P. Lehmann(4), Herbert Jaeger(3), Zhangli Lan(3), Ximeng Xu(2), Fenli Zheng(2), Chao Qin(2), Vasiliki Liakoni(2), Kerstin Preuschoff(2), Chunyan Guo(2), Eleni Kroupi(2), Touradj Ebrahimi(2), Xinrun Wang(2), Runsheng Yu(2), Rundong Wang(2), Bo An(2), Wuhua Li(2), Ying Mei(2)