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ipsych's Projects

1d-resnet-se-lstm icon 1d-resnet-se-lstm

Codes for the paper 'Automatic sleep staging by a hybrid model based on deep 1D-ResNet-SE and LSTM with single-channel raw EEG signals' https://www.biorxiv.org/content/10.1101/2023.03.29.534672v1 & https://peerj.com/articles/cs-1561/

3d-f-cnn-brainstruct icon 3d-f-cnn-brainstruct

This repository contains materials employed in our work to segment subcortical brain structures by employing a 3D fully Convolutional Neural Network.

3ddfa icon 3ddfa

The PyTorch improved version of TPAMI 2017 paper: Face Alignment in Full Pose Range: A 3D Total Solution.

4d-facial-avatars icon 4d-facial-avatars

Dynamic Neural Radiance Fields for Monocular 4D Facial Avater Reconstruction

4dpadcurvanalysis icon 4dpadcurvanalysis

Implementation of the 4D curvature analysis for facial behavior analysis using a single Intel RealSense camera.

adv-attribute-disentanglement icon adv-attribute-disentanglement

Code to reproduce the results in the paper "Adversarial Learning of Disentangled and Generalizable Representations for Visual Attributes"

afq-deep-learning icon afq-deep-learning

This repository hosts some work-in-progress experiments applying deep learning to predict age using tractometry data.

alexnet icon alexnet

A journey into Convolutional Neural Network visualization

along-tract-stats icon along-tract-stats

A MATLAB toolbox for performing along-tract analysis of diffusion tensor imaging (DTI) MRI tractography data.

apdrawinggan icon apdrawinggan

Code for APDrawingGAN: Generating Artistic Portrait Drawings from Face Photos with Hierarchical GANs (CVPR 2019 Oral)

arett-r-package icon arett-r-package

R Package for the Augmented Reality Eye Tracking Toolkit for Head Mounted Displays (ARETT)

arl-eegmodels icon arl-eegmodels

This is the Army Research Laboratory (ARL) EEGModels Project: A Collection of Convolutional Neural Network (CNN) models for EEG signal classification, using Keras and Tensorflow

au_r-cnn icon au_r-cnn

The official implementation code of paper: "AU R-CNN:Encoding Expert Prior Knowledge into R-CNN for Action Unit Detection".

automatic-ecg-diagnosis icon automatic-ecg-diagnosis

Scripts and modules for training and testing neural network for ECG automatic classification. Companion code to the paper "Automatic diagnosis of the 12-lead ECG using a deep neural network".

axelrod icon axelrod

A research tool for the Iterated Prisoner's Dilemma

babelbrain icon babelbrain

Application of modeling of transcranial ultrasound for neuromodulation applications

bci_deepl icon bci_deepl

Motor Imagery EEG-BCIs - From 0 to Deep Learning with BCI-IV 2a dataset

bcipy icon bcipy

Python Brain-Computer Interface Software

bct icon bct

The Brain Connectivity Toolbox: https://sites.google.com/site/bctnet/

beast icon beast

C implementation of Brain Extraction based on nonlocal Segmentation Technique

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