Efficiency Over Complexity: Optimal Neural Architectures for Near-Term Forecasting of Parkinsonian Freezing of Gait
Efficiency Over Complexity: Optimal Neural Architectures for Near-Term Forecasting of Parkinsonian Freezing of Gait
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Accepted by Design of Medical Devices Conference 2026 at University of Minnesota
Deep Learning Models for Predicting Parkinson’s Freeze of Gait: Accuracy Comparison of LSTM, CNN, TCN, and Transformer
Deep Learning Models for Predicting Parkinson’s Freeze of Gait: Accuracy Comparison of LSTM, CNN, TCN, and Transformer
Accepted by Duke Medical Robotics Symposium 2026
Chiel’s Lab at Case Western Reserve University
Chiel’s Lab at Case Western Reserve University
Found this lab by sending emails and expressing my interest in the field. Identified as a burgeoning and enthusiastic young student by Dr. Chiel.
Auditing weekly lab meetings
Learned basic protocol in scientific research and bionics techniques by researching ganglion of California Aplysia
Types of Exoskeletons, Exoskeleton AI Algorithms, and Integration of the Two: Advances From 2020 to 2024
Types of Exoskeletons, Exoskeleton AI Algorithms, and Integration of the Two: Advances From 2020 to 2024
Mentored with Dr. Feffer from the Storm King School
Exoskeletons are good, they help us do difficult works that exceed our abilities. AIs are also good, they help us summarize, and analyze, and most importantly, they predict things better than us.
So, why don't we integrate these two wonderful thing? The passage discussed the current technologies available in the integration between exoskeleton and AI and raised several suggestions
Further Investigation on the Edge Burst Phenomenon with the Perturbation Theory
Further Investigation on the Edge Burst Phenomenon with the Perturbation Theory
Mentored by Dr. Jinghui Pi appointed by Dr. Guilu Long at Tsinghua University
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