Research-grade NeuroAI framework for leakage-safe neural population modeling, held-out neuron prediction, latent dynamics evaluation, and out-of-fold motor-behavior decoding on NLB MC_Maze data.
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Updated
Jul 11, 2026 - Python
Research-grade NeuroAI framework for leakage-safe neural population modeling, held-out neuron prediction, latent dynamics evaluation, and out-of-fold motor-behavior decoding on NLB MC_Maze data.
Code + manuscript: Ring attractor dynamics in mouse ALM. Errors = premature commitment, not noise. DANDI 000060.
Real-time motor-cortex neural cursor decoder (Kalman/Wiener/MLP) on the public O'Doherty-2017 NHP BMI dataset: CC 0.64 vs chance, real-time <0.2ms/bin
Master Thesis in NCKU Mechanical Engineering published in 2020-12-30. Publicly accessible on the internet since 2026-01-01.
Complete MATLAB fMRI pipeline - Preprocessing, GLM activation, ROI identification & functional connectivity. Validated on real 3T OpenNeuro data. Peak t=5.13, bilateral motor cortex detected. No SPM/FSL required.
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