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scz-dlpfc-analysis
scz-dlpfc-analysis PublicUnsupervised clustering and differential expression of GABAergic interneuron markers in postmortem DLPFC: schizophrenia vs. control (GSE53987)
Python
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abide-connectome-asd
abide-connectome-asd PublicGraph-based classification of Autism Spectrum Disorder from resting-state fMRI functional connectivity data (ABIDE dataset, n=303)
Python 1
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continuous-neural-decoding
continuous-neural-decoding PublicWiener and Kalman filtering frameworks for continuous hand velocity prediction from motor cortex activity. Achieved R² > 0.7 through state-space modeling.
MATLAB
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neural-signal-processing-classification
neural-signal-processing-classification PublicLinear Discriminant Analysis classifier for decoding 8-direction reaching movements from motor cortex ensemble activity. Achieved 91% peak classification accuracy.
MATLAB
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realtime-emg-neural-interface
realtime-emg-neural-interface PublicClosed-loop brain-machine interface using surface EMG and Kalman filter decoder. Achieved 10Hz real-time control with human subjects experimentation.
MATLAB
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