NeuroAI - Data-Driven Dynamical Systems Research Group

Predict-Cluster. Repository for PREDICT & CLUSTER: Unsupervised Skeleton Based Action Recognition

NeuroAI. NeuroAI-UW seminar, a regular weekly seminar for the UW community, organized by NeuroAI Shlizerman Lab.

C-elegans-Neural-Interactome. Realtime simulation and visualization of neural dynamics of a full nervous system (C. elegans).

Audeo. Python

savvy. Repository for SAVVY(Spatial Awareness via Audio-Visual LLMs through Seeing and Hearing) Benchmark and SAVVY model

TimeAwarePC. A python package for finding causal functional connectivity from neural time series observations.

IntroDL2021. Jupyter Notebook

lyapunov-hyperopt. Jupyter Notebook

OpticalNN. Jupyter Notebook

PracticalIntroductionNN. Repository for the graduate course "Practical Introduction to Neural Networks" at the University of Washington

RhythmicNet. Python

interpretseq2seq. Clustering and Recognition of Spatiotemporal Features through Interpretable Embedding of Sequence to Sequence Recurrent Neural Networks

CelegansWholeIntegration. Blog and code repository for the whole integration of neural connectomics, dynamics and bio-mechanics.

modWorm. Modular simulation framework for modeling and integrating neural connectomics, dynamics and biomechanics for Caenorhabditis elegans

IntroDL2025ECE. UW EE 596 2025: Introduction to Deep Learning Applications and Theory Lab

IntroDL2022ECE. Jupyter Notebook

OpenLabCluster. OpenLabCluster: Clustering and Classification of Animal Behavior Based on Active Learning

AMAG. AMAG: Additive, Multiplicative and Adaptive Graph Neural Network For Forecasting Neural Activity

Seq2SeqEpidemics. Jupyter Notebook

R-FORCE. Jupyter Notebook

LyapunovAutoEncode. Python

IntroDL2022AMATH. Jupyter Notebook

epgan. Model and code for ElectroPhysiomeGAN: Generation of Biophysical Neuron Model Parameters from Recorded Electrophysiological Responses Model

fpnets-classification. Classification of Fixed Point Network Dynamics From Multiple Node Timeseries Data

SPINT. Spatial Permutation-Invariant Neural Transformer for Consistent Intracortical Motor Decoding