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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 UpdatedOct 25, 2024 -
Thesis chapter supplementary code for FB-SPDDGNet -- a novel Riemannian geometry-based network model for cross-participant EEG-based emotional vocalisation decoding
Python UpdatedSep 15, 2024 -
vue_sam_app Public
Vue3-based Self-Assessment Manikin (SAM) web app for emotional vocalisations, hosted on firebase
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RPA Public
Forked from plcrodrigues/RPAPython code for the Riemannian Procrustes Analysis (RPA) method
Jupyter Notebook BSD 3-Clause "New" or "Revised" License UpdatedJan 31, 2024 -
LanTiSEAA Public
Language Time Series Enriched Authorship Attribution
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speech-decoding Public
Forked from SeanNobel/speech-decodingReimplementation of speech decoding 2022 paper by MetaAI
Python UpdatedJun 21, 2023 -
BioSemi_EEG_electrode_clips Public
Running a 30-mins EEG experiment but setting up took a hour? An 3-D printed add-on for BioSemi EEG hats for speeding up setup time
MIT License UpdatedMay 8, 2023 -
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.
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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,…
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GELM Public
An unofficial python implementation of the discriminative graph regularized Extreme Learning Machine (GELM) proposed by Yong Peng et al., with sklearn compatibility
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Deep-Belief-Networks-in-PyTorch Public
Forked from AmanPriyanshu/Deep-Belief-Networks-in-PyTorchThe aim of this repository is to create RBMs, EBMs and DBNs in generalized manner, so as to allow modification and variation in model types.
Python MIT License UpdatedJul 23, 2022 -
Deep-Belief-Network-pytorch Public
Forked from mehulrastogi/Deep-Belief-Network-pytorchThis repository has implementation and tutorial for Deep Belief Network
Jupyter Notebook UpdatedNov 13, 2018 -
Self-learning Machine Learning Following the instructions on "Hands-On Machine Learning with Scikit-Learn and TensorFlow" chapter 2
Jupyter Notebook UpdatedDec 15, 2017 -
DefinitelyAProject Public
Forked from Emap900/DefinitelyAProjecta maori pronounciation tool
Java UpdatedOct 28, 2017 -
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keras_extensions Public
Forked from zuiwufenghua/keras_extensionsA collection of small extensions to Keras (RBM, momentum schedule, ..)
Python MIT License UpdatedSep 29, 2017