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Kaggle Inc eeg brainwave dataset
Eeg Brainwave Dataset, supplied by Kaggle Inc, used in various techniques. Bioz Stars score: 86/100, based on 1 PubMed citations. ZERO BIAS - scores, article reviews, protocol conditions and more
https://www.bioz.com/product/eeg+brainwave+dataset/dataset+eeg/pmc12808420-26-31-11
Average 86 stars, based on 1 article reviews
eeg brainwave dataset - by Bioz Stars, 2026-09
86/100 stars

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Article Title: Emotion Recognition from Electroencephalogram (EEG) Signals Using a Multiple Column Convolutional Neural Network Model
Article Snippet: Emotions are vital in human cognition and are essential for human survival.. Emotion is often associated with smart decisions, interpersonal behavior, and, to some extent, intellectual cognition.. From the recent literature on emotion recognition, we understand that the researchers are showing interest in creating meaningful "emotional" associations between humans and machines; there is a demand for accurate and scalable systems to detect human emotional states, as emotion recognition is needed to understand the mental status of such persons who cannot communicate their emotions, such as disabled people, mentally challenged persons, etc.

Article Title: An in-depth exploration of machine learning methods for mental health state detection: a systematic review and analysis
Article Snippet: Sarker et al. [ ] , Mental depression , Dataset from Kaggle used in this study. , Not-specified , Not-specified , The dataset contains 2,132 rows and 2,549 columns from the EEG Brainwave Dataset.

Article Title: Deep EEG Classifier CNN-LSTM Approach for Mental State Recognition
Article Snippet: This dataset is publicly accessible on Kaggle under the title "EEG Brainwave Dataset for Mental State."

Article Title: Hybrid deep models for parallel feature extraction and enhanced emotion state classification
Article Snippet: The EEG Brainwave dataset, sourced from Kaggle, is designed to classify emotions into three categories: positive, negative, and neutral.



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The details used for  EEG brainwave data  collection.

Journal: Sensors (Basel, Switzerland)

Article Title: EEG-Based Emotion Classification Using Stacking Ensemble Approach

doi: 10.3390/s22218550

Figure Lengend Snippet: The details used for EEG brainwave data collection.

Article Snippet: The data we used in this experiment are available online in Kaggle since the dataset of EEG brainwave data were processed according to Jordan et al. [ , ].

Techniques: