Systems Neural Engineering Lab (@snel-repo)
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snel-repo

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Top repositories

1

neural-data-transformers

Python
68
star
2

autolfads-tf2

A TensorFlow 2.0 implementation of Latent Factor Analysis via Dynamical Systems (LFADS) and AutoLFADS.
Python
19
star
3

ComputationThruDynamicsBenchmark

Python
11
star
4

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.
Python
9
star
5

lfads-cd

Implementation of latent factor analysis via dynamical systems (LFADS) model with coordinated dropout (CD) and sample validation (SV)
Python
8
star
6

autolfads

Generalized modeling of single-trial neural population dynamics.
7
star
7

sbtt-demo

A toy example demonstrating selective backpropagation through time (SBTT).
Python
6
star
8

lfads-tutorial

Jupyter Notebook
4
star
9

falcon-challenge

Jupyter Notebook
4
star
10

MUsim

class for motor unit simulations, produce firing rates according to force profiles, operates on size principle
3
star
11

rat-loco

Functions for rat locomotion data processing and analysis
Python
2
star
12

kastner-attention

MATLAB
1
star