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bihdm_pytorch

An unofficial pytorch implementation of the BiHDM model proposed by Yang et al. for decoding emotion from multi-channel EEG recordings, with scikit-learn compatibility.

dda

The paper is being submitted

deep-transfer-learning

A collection of implementations of deep domain adaptation algorithms

foit

Code of paper FOIT: Fast Online Instance Transfer for Improved EEG Emotion Recognition

gelm

An unofficial python implementation of the discriminative graph regularized Extreme Learning Machine (GELM) proposed by Yong Peng et al., with sklearn compatibility

homotl-oddm

Homogeneous Online Transfer Learning with Online Distribution Discrepancy Minimization

incremental_elm_genetic_optimization

A incremental Extreme Learning Machine with Genetic Algorithm Optimization

jda

Domain Adaptation for EEG Emotion Recognition Based on Latent Representation Similarity

ms-mda

Code of paper MS-MDA: Multisource Marginal Distribution Adaptation for Cross-subject and Cross-session EEG Emotion Recognition

pykan

Kolmogorov Arnold Networks

simam

The official pytorch implemention of our ICML-2021 paper "SimAM: A Simple, Parameter-Free Attention Module for Convolutional Neural Networks".

ss-us-elm

transformer-cifar100

在transformer上进行CIFAR100的训练