Xinyun Zhu

ORCID: 0009-0007-3820-4761
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About
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Research Areas
  • EEG and Brain-Computer Interfaces
  • Neural dynamics and brain function
  • Neuroscience and Neural Engineering
  • Neural Networks and Applications
  • Advanced Memory and Neural Computing
  • Gaze Tracking and Assistive Technology
  • Membrane Separation Technologies
  • Muscle activation and electromyography studies
  • Electrodeposition and Electroless Coatings
  • Extraction and Separation Processes
  • Membrane-based Ion Separation Techniques
  • Corrosion Behavior and Inhibition
  • Electrocatalysts for Energy Conversion

Zhejiang University
2010-2024

Hangzhou Seventh Peoples Hospital
2023-2024

Zhejiang Lab
2023-2024

Zhejiang University of Science and Technology
2023-2024

Zhejiang University of Technology
2010-2024

In motor cortex, behaviorally relevant neural responses are entangled with irrelevant signals, which complicates the study of encoding and decoding mechanisms. It remains unclear whether signals could conceal some critical truth. One solution is to accurately separate at both single-neuron single-trial levels, but this approach elusive due unknown ground truth signals. Therefore, we propose a framework define, extract, validate Analyzing separated in three monkeys performing different...

10.7554/elife.87881.4 article EN cc-by eLife 2024-08-09

In motor cortex, behaviorally-relevant neural responses are entangled with irrelevant signals, which complicates the study of encoding and decoding mechanisms. It remains unclear whether behaviorally-irrelevant signals could conceal some critical truth. One solution is to accurately separate but this approach elusive due unknown ground truth signals. Therefore, we propose a framework define, extract, validate Analyzing separated in three monkeys performing different reaching tasks, found...

10.7554/elife.87881.2 preprint EN 2024-02-02

Abstract How the human motor cortex (MC) orchestrates sophisticated fine movements such as handwriting remains a puzzle 1–3 . Here, we investigate this question through Utah array recordings from MC hand knob, during imagined of Chinese characters (306 tested, 6.3 ± 2.0 strokes per character). We find programs writing complicated by sequencing small set primitive states: The directional tuning neurons stable within each state but strongly varies across states. Furthermore, occurrence is...

10.1101/2024.02.05.578548 preprint EN bioRxiv (Cold Spring Harbor Laboratory) 2024-02-06

In motor cortex, behaviorally-relevant neural responses are entangled with irrelevant signals, which complicates the study of encoding and decoding mechanisms. It remains unclear whether behaviorally-irrelevant signals could conceal some critical truth. One solution is to accurately separate at both single-neuron single-trial levels, but this approach elusive due unknown ground truth signals. Therefore, we propose a framework define, extract, validate Analyzing separated in three monkeys...

10.7554/elife.87881.3 preprint EN 2024-07-18

This study investigated membrane fouling issues associated with the operation of a submerged ultrafiltration in drinking water treatment plant (DWTP) and optimized chemical cleaning strategies. By analyzing surface components foulant compositions solution, primary causes were identified. Membrane control strategies suitable for DWTP evaluated through tests conducted bench-scale, full-scale, engineering cases. The results show that foulants primarily composed mixture inorganics organics;...

10.3390/membranes14120251 article EN cc-by Membranes 2024-11-26

10.1109/bibm62325.2024.10822151 article EN 2021 IEEE International Conference on Bioinformatics and Biomedicine (BIBM) 2024-12-03

In motor cortex, behaviorally-relevant neural responses are entangled with irrelevant signals, which complicates the study of encoding and decoding mechanisms. It remains unclear whether behaviorally-irrelevant signals could conceal some critical truth. One solution is to accurately separate but this approach elusive due unknown ground truth signals. Therefore, we propose a framework define, extract, validate Analyzing separated in three monkeys performing different reaching tasks, found...

10.7554/elife.87881.1 preprint EN 2023-07-14

In motor cortex, behaviorally relevant neural responses are entangled with irrelevant signals, which complicates the study of encoding and decoding mechanisms. It remains unclear whether signals could conceal some critical truth. One solution is to accurately separate at both single-neuron single-trial levels, but this approach elusive due unknown ground truth signals. Therefore, we propose a framework define, extract, validate Analyzing separated in three monkeys performing different...

10.7554/elife.87881 article EN cc-by eLife 2023-07-14

Abstract In motor cortex, behaviorally-relevant neural responses are entangled with irrelevant signals, which complicates the study of encoding and decoding mechanisms. It remains unclear whether behaviorally-irrelevant signals could conceal some critical truth. One solution is to accurately separate at both single-neuron single-trial levels, but this approach elusive due unknown ground truth signals. Therefore, we propose a framework define, extract, validate Analyzing separated in three...

10.1101/2022.11.13.515644 preprint EN cc-by-nc-nd bioRxiv (Cold Spring Harbor Laboratory) 2022-11-13
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