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EGNN-C+: Interpretable Evolving Granular Neural Network and Application in Classification of Weakly-Supervised EEG Data Streams

Daniel Leite,Alisson Silva,Gabriella Casalino,Arnab Sharma, Danielle Fortunato, Axel-Cyrille Ngomo

IEEE CONFERENCE ON EVOLVING AND ADAPTIVE INTELLIGENT SYSTEMS 2024, IEEE EAIS 2024(2024)

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Key words
Neural Network,Data Streams,Granular Network,Granular Neural Networks,Time Window,Learning Algorithms,Frequency Band,Local Features,Physiological Data,Window Length,Emotion Recognition,Incremental Learning,Feature Weights,Calmness,Alpha Band,Noise Suppression,Theta Band,Playing Video Games,Delta Band,Frontal Electrodes,Left Hemisphere,Right Hemisphere,Adaptive Neuro-fuzzy Inference System,Number Of Granules,Aggregation Operators,Synaptic Weights,Deep Belief Network,Frontal Cortex,Occipital Lobe,Gamma Band
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