lfads

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Nadav-Elami / birdsong-seq-autoencoder

Research-grade Python package for LFADS-style sequential autoencoder analysis of birdsong syntax dynamics

machine-learning neuroscience pytorch computational-neuroscience birdsong syntax-analysis research-software lfads weizmann-institute

Updated Jul 29, 2025
Python

sundar139 / Latent-Brain

Star

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.

machine-learning deep-learning reproducible-research cross-validation pytorch computational-neuroscience dynamical-systems nwb factor-analysis latent-variable-models spike-trains neural-ode scientific-machine-learning motor-cortex lfads neuroai neural-population-dynamics

Updated Jul 11, 2026
Python

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