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NeuroAI - Data-Driven Dynamical Systems Research Group's Projects

amag icon amag

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

audiobodydynamics-1 icon audiobodydynamics-1

We present a method that gets as input an audio of violin or piano playing, and outputs a video of skeleton predictions which are further used to animate an avatar.

interpretseq2seq icon interpretseq2seq

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

jekyll-doc-project icon jekyll-doc-project

This repository contains an open-source Jekyll theme for authoring and publishing technical documentation. This theme is used by Appstore/Alexa tech writers and other community members. Most of the theme's files are stored in a Ruby Gem (called jekyll-doc-project).

neuroai icon neuroai

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

openlabcluster icon openlabcluster

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

practicalintroductionnn icon practicalintroductionnn

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

predict-cluster icon predict-cluster

Repository for PREDICT & CLUSTER: Unsupervised Skeleton Based Action Recognition

simple_site icon simple_site

Minimal tutorial on making a simple website with GitHub Pages

stndt icon stndt

This repo points to code to train and evaluate Spatio-Temporal Neural Data Transformers (STNDT), a participating model in the Neural Latents Benchmark Challenge 2021.

timeawarepc icon timeawarepc

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

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