Gauge Neural Dynamics: learning context-dependent coordinate systems in biological neural representations
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Updated
Aug 2, 2026 - Python
Gauge Neural Dynamics: learning context-dependent coordinate systems in biological neural representations
Code + manuscript: Ring attractor dynamics in mouse ALM. Errors = premature commitment, not noise. DANDI 000060.
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.
Classification of different types of motor cortex EEG signal based on Machine Learning algorithm.
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.
Master Thesis in NCKU Mechanical Engineering published in 2020-12-30. Publicly accessible on the internet since 2026-01-01.
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