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1. thesis_supplementary_FB-SPDDGNet thesis_supplementary_FB-SPDDGNet Public

   Thesis chapter supplementary code for FB-SPDDGNet -- a novel Riemannian geometry-based network model for cross-participant EEG-based emotional vocalisation decoding

   Python

2. TF-WPTD TF-WPTD Public

   A single-trail EEG denoising method for event-related potentials (ERPs) -- threshold-free wavelet packet transform-based denoising (TF-WPTD)

   Jupyter Notebook

3. vue_sam_app vue_sam_app Public

   Vue3-based Self-Assessment Manikin (SAM) web app for emotional vocalisations, hosted on firebase

   Vue 1

4. BiHDM_pytorch BiHDM_pytorch Public

   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.

   Python 11 1

5. GELM GELM Public

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

   Jupyter Notebook 1 3

6. DBN_Autoencoder_Classifier DBN_Autoencoder_Classifier Public

   An pytorch implementation of Deep Belief Network with sklearn compatibility for classification. The training process consists the pretraining of DBN, fine-tuning as an unrolled autoencoder-decoder,…

   Python 1 1