EEG Signal Processing: Applying Deep Learning Methods to Identify and Classify Epilepsy Episodes

Lecture Notes of the Institute for Computer Sciences, Social Informatics and Telecommunications Engineering - Future Access Enablers for Ubiquitous and Intelligent Infrastructures ◽

10.1007/978-3-030-23976-3_6 ◽

2019 ◽

pp. 59-66

Author(s):

George Suciu ◽

Maria-Cristina Dițu

Keyword(s):

Signal Processing ◽

Deep Learning ◽

Learning Methods ◽

Eeg Signal Processing

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IMPROVED DEEP LEARNING ARCHITECTURE WITH BATCH NORMALIZATION FOR EEG SIGNAL PROCESSING

JUTI Jurnal Ilmiah Teknologi Informasi ◽

10.12962/j24068535.v19i1.a1023 ◽

2021 ◽

Vol 19 (1) ◽

pp. 19

Author(s):

Adenuar Purnomo ◽

Handayani Tjandrasa

Keyword(s):

Signal Processing ◽

Deep Learning ◽

Batch Normalization ◽

Eeg Signal Processing

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Python (Deep Learning and Machine Learning) for EEG Signal Processing on the Example of Recognizing the Disease of Alcoholism

SSRN Electronic Journal ◽

10.2139/ssrn.3717324 ◽

2020 ◽

Author(s):

Ildar Rakhmatulin

Keyword(s):

Machine Learning ◽

Signal Processing ◽

Deep Learning ◽

Eeg Signal Processing

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A Survey of Deep Learning and Traditional Approaches for EEG Signal Processing and Classification

2018 IEEE 9th Annual Information Technology, Electronics and Mobile Communication Conference (IEMCON) ◽

10.1109/iemcon.2018.8614893 ◽

2018 ◽

Author(s):

Memoona Iftikhar ◽

Shoab Ahmad Khan ◽

Ali Hassan

Keyword(s):

Signal Processing ◽

Deep Learning ◽

Traditional Approaches ◽

Eeg Signal Processing

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EEG Signal Processing: Feature extraction, selection and classification methods

10.1049/pbhe016e ◽

2019 ◽

Keyword(s):

Signal Processing ◽

Feature Extraction ◽

Classification Methods ◽

Eeg Signal Processing

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Pre-Service Fatigue Screening for Construction Labor through Hybrid Kinematic-EEG Signal Processing and Workload Assessments

Construction Research Congress 2020 ◽

10.1061/9780784482872.013 ◽

2020 ◽

Author(s):

Jiayu Chen ◽

Xiaowei Luo ◽

Heng Li

Keyword(s):

Signal Processing ◽

Eeg Signal Processing

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A Delta Sigma based Finite Impulse Response Filter for EEG Signal Processing

2015 IEEE 58th International Midwest Symposium on Circuits and Systems (MWSCAS) ◽

10.1109/mwscas.2015.7282192 ◽

2015 ◽

Author(s):

Yifei Liu ◽

Wei Tang

Keyword(s):

Signal Processing ◽

Impulse Response ◽

Finite Impulse Response ◽

Finite Impulse Response Filter ◽

Delta Sigma ◽

Impulse Response Filter ◽

Eeg Signal Processing

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EEG Signal Processing for Epilepsy

Epilepsy - Histological, Electroencephalographic and Psychological Aspects ◽

10.5772/31609 ◽

2012 ◽

Author(s):

Carlos Guerrero-Mosquera ◽

Armando Malanda ◽

Angel Navia-Vazquez

Keyword(s):

Signal Processing ◽

Eeg Signal Processing

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EEG signal processing and acquisition for detecting abnormalities via bio-implantable devices

2016 IEEE International Symposium on Medical Measurements and Applications (MeMeA) ◽

10.1109/memea.2016.7533752 ◽

2016 ◽

Author(s):

A. Lay-Ekuakille ◽

G. Griffo ◽

F. Conversano ◽

S. Casciaro ◽

A. Massaro ◽

...

Keyword(s):

Signal Processing ◽

Implantable Devices ◽

Eeg Signal Processing

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Elements of EEG signal processing

International journal of clinical monitoring and computing ◽

10.1007/bf02915851 ◽

1987 ◽

Vol 4 (2) ◽

pp. 85-98 ◽

Author(s):

I. J. Rampil

Keyword(s):

Signal Processing ◽

Eeg Signal Processing

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A New EEG Signal Processing Method Based on Low-Rank and Sparse Decomposition

Communications in Computer and Information Science - Cognitive Systems and Signal Processing ◽

10.1007/978-981-10-5230-9_54 ◽

2017 ◽

pp. 556-564

Author(s):

Wanzeng Kong ◽

Yan Liu ◽

Bei Jiang ◽

Guojun Dai ◽

Lin Xu

Keyword(s):

Signal Processing ◽

Processing Method ◽

Low Rank ◽

Sparse Decomposition ◽

Signal Processing Method ◽

Eeg Signal Processing

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