EEG based classification of children with learning disabilities using shallow and deep neural network.
N. P. Guhan SeshadriSneha AgrawalBikesh Kumar SinghB. GeethanjaliMahesh VeezhinathanRam Bilas PachoriPublished in: Biomed. Signal Process. Control. (2023)
Keyphrases
- neural network
- pattern recognition
- classification accuracy
- learning vector quantization
- decision trees
- eeg signals
- machine learning
- feature vectors
- benchmark datasets
- eeg data
- nearest neighbour
- pilot study
- support vector machine svm
- image classification
- genetic algorithm
- support vector machine
- motor imagery
- feature selection
- feature extraction
- support vector
- feature space
- automatic classification
- pattern classification
- training set
- artificial neural networks
- text classification
- signal processing
- classification rules
- neural network model
- classification method
- multilayer perceptron
- classification algorithm
- class labels
- classification scheme
- feed forward neural networks
- deep learning
- unsupervised learning
- probabilistic neural network
- training patterns