Pinned Repositories
autolfads
Generalized modeling of single-trial neural population dynamics.
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.
falcon-challenge
lfads-cd
Implementation of latent factor analysis via dynamical systems (LFADS) model with coordinated dropout (CD) and sample validation (SV)
lfads-tutorial
MUsim
class for motor unit simulations, produce firing rates according to force profiles, operates on size principle
neural-data-transformers
sbtt-demo
A toy example demonstrating selective backpropagation through time (SBTT).
Systems Neural Engineering Lab's Repositories
snel-repo/neural-data-transformers
snel-repo/autolfads-tf2
A TensorFlow 2.0 implementation of Latent Factor Analysis via Dynamical Systems (LFADS) and AutoLFADS.
snel-repo/ComputationThruDynamicsBenchmark
snel-repo/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.
snel-repo/lfads-cd
Implementation of latent factor analysis via dynamical systems (LFADS) model with coordinated dropout (CD) and sample validation (SV)
snel-repo/autolfads
Generalized modeling of single-trial neural population dynamics.
snel-repo/sbtt-demo
A toy example demonstrating selective backpropagation through time (SBTT).
snel-repo/falcon-challenge
snel-repo/lfads-tutorial
snel-repo/MUsim
class for motor unit simulations, produce firing rates according to force profiles, operates on size principle
snel-repo/rat-loco
Functions for rat locomotion data processing and analysis
snel-repo/EMUsort
snel-repo/gcp-tutorial-pack
snel-repo/lfads_tf1
The Tensorflow 1.15 version of LFADS
snel-repo/academic-file-converter
📚 Import Bibtex publications and Jupyter Notebook blog posts into your Markdown website or book. 将Bibtex转换为Markdown网站
snel-repo/CtDBenchmark_OLD
Website for the Computation-Through-Dynamics Benchmark
snel-repo/demos
Various utility scripts and demo notebooks
snel-repo/dPCA
An implementation of demixed Principal Component Analysis (a supervised linear dimensionality reduction technique)
snel-repo/falcon
snel-repo/Kilosort4
Modified fork of Kilosort4 for use with EMUsort
snel-repo/lfads-run-manager
Matlab interface for Latent Factor Analysis via Dynamical Systems (LFADS)
snel-repo/power-calculations
Detailing the power calculations in Karpowicz et al., 2024.
snel-repo/rodent-behavior-analysis
Code for analyzing rodent behavioral data
snel-repo/spikeinterface
Modified version of spikeinterface for use with EMUsort
snel-repo/stabilizedbci
Companion code for the paper: "Stabilization of a brain-computer interface via the alignment of low-dimensional spaces of neural activity"