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neural-data-transformers
autolfads-tf2
A TensorFlow 2.0 implementation of Latent Factor Analysis via Dynamical Systems (LFADS) and AutoLFADS.ComputationThruDynamicsBenchmark
expressive-latent-dynamics-paper
Code to reproduce experiments from Sedler, A, Versteeg, C, Pandarinath, C. "Expressive architectures enhance interpretability of dynamics-based neural population models". Neurons, Behavior, Data analysis, and Theory 2023.lfads-cd
Implementation of latent factor analysis via dynamical systems (LFADS) model with coordinated dropout (CD) and sample validation (SV)autolfads
Generalized modeling of single-trial neural population dynamics.sbtt-demo
A toy example demonstrating selective backpropagation through time (SBTT).lfads-tutorial
falcon-challenge
rat-loco
Functions for rat locomotion data processing and analysiskastner-attention
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