Skip to main content

Main menu

  • HOME
  • CONTENT
    • Early Release
    • Featured
    • Current Issue
    • Issue Archive
    • Blog
    • Collections
    • Podcast
  • TOPICS
    • Cognition and Behavior
    • Development
    • Disorders of the Nervous System
    • History, Teaching and Public Awareness
    • Integrative Systems
    • Neuronal Excitability
    • Novel Tools and Methods
    • Sensory and Motor Systems
  • ALERTS
  • FOR AUTHORS
  • ABOUT
    • Overview
    • Editorial Board
    • For the Media
    • Privacy Policy
    • Contact Us
    • Feedback
  • SUBMIT

User menu

Search

  • Advanced search
eNeuro
eNeuro

Advanced Search

 

  • HOME
  • CONTENT
    • Early Release
    • Featured
    • Current Issue
    • Issue Archive
    • Blog
    • Collections
    • Podcast
  • TOPICS
    • Cognition and Behavior
    • Development
    • Disorders of the Nervous System
    • History, Teaching and Public Awareness
    • Integrative Systems
    • Neuronal Excitability
    • Novel Tools and Methods
    • Sensory and Motor Systems
  • ALERTS
  • FOR AUTHORS
  • ABOUT
    • Overview
    • Editorial Board
    • For the Media
    • Privacy Policy
    • Contact Us
    • Feedback
  • SUBMIT
PreviousNext
Research ArticleResearch Article: Methods/New Tools, Novel Tools and Methods

Improved Manual Annotation of EEG Signals through Convolutional Neural Network Guidance

Marina Diachenko, Simon J. Houtman, Erika L. Juarez-Martinez, Jennifer R. Ramautar, Robin Weiler, Huibert D. Mansvelder, Hilgo Bruining, Peter Bloem and Klaus Linkenkaer-Hansen
eNeuro 14 September 2022, 9 (5) ENEURO.0160-22.2022; https://doi.org/10.1523/ENEURO.0160-22.2022
Marina Diachenko
1Department of Integrative Neurophysiology, Center for Neurogenomics and Cognitive Research (CNCR), Amsterdam Neuroscience, Vrije Universiteit Amsterdam, Amsterdam 1081 HV, The Netherlands
  • Find this author on Google Scholar
  • Find this author on PubMed
  • Search for this author on this site
  • ORCID record for Marina Diachenko
Simon J. Houtman
1Department of Integrative Neurophysiology, Center for Neurogenomics and Cognitive Research (CNCR), Amsterdam Neuroscience, Vrije Universiteit Amsterdam, Amsterdam 1081 HV, The Netherlands
  • Find this author on Google Scholar
  • Find this author on PubMed
  • Search for this author on this site
  • ORCID record for Simon J. Houtman
Erika L. Juarez-Martinez
1Department of Integrative Neurophysiology, Center for Neurogenomics and Cognitive Research (CNCR), Amsterdam Neuroscience, Vrije Universiteit Amsterdam, Amsterdam 1081 HV, The Netherlands
2Child and Adolescent Psychiatry and Psychosocial Care, Emma Children’s Hospital, Amsterdam University Medical Centers, Amsterdam 1105 AZ, The Netherlands
  • Find this author on Google Scholar
  • Find this author on PubMed
  • Search for this author on this site
Jennifer R. Ramautar
2Child and Adolescent Psychiatry and Psychosocial Care, Emma Children’s Hospital, Amsterdam University Medical Centers, Amsterdam 1105 AZ, The Netherlands
3N=You Neurodevelopmental Precision Center, Amsterdam Neuroscience, Amsterdam Reproduction and Development, Amsterdam University Medical Centers, Amsterdam 1105 AZ, The Netherlands
  • Find this author on Google Scholar
  • Find this author on PubMed
  • Search for this author on this site
Robin Weiler
1Department of Integrative Neurophysiology, Center for Neurogenomics and Cognitive Research (CNCR), Amsterdam Neuroscience, Vrije Universiteit Amsterdam, Amsterdam 1081 HV, The Netherlands
  • Find this author on Google Scholar
  • Find this author on PubMed
  • Search for this author on this site
Huibert D. Mansvelder
1Department of Integrative Neurophysiology, Center for Neurogenomics and Cognitive Research (CNCR), Amsterdam Neuroscience, Vrije Universiteit Amsterdam, Amsterdam 1081 HV, The Netherlands
  • Find this author on Google Scholar
  • Find this author on PubMed
  • Search for this author on this site
Hilgo Bruining
2Child and Adolescent Psychiatry and Psychosocial Care, Emma Children’s Hospital, Amsterdam University Medical Centers, Amsterdam 1105 AZ, The Netherlands
3N=You Neurodevelopmental Precision Center, Amsterdam Neuroscience, Amsterdam Reproduction and Development, Amsterdam University Medical Centers, Amsterdam 1105 AZ, The Netherlands
4Levvel, Center for Child and Adolescent Psychiatry, Amsterdam 1105 AZ, The Netherlands
  • Find this author on Google Scholar
  • Find this author on PubMed
  • Search for this author on this site
Peter Bloem
5Informatics Institute, Vrije Universiteit Amsterdam, Amsterdam 1081 HV, The Netherlands
  • Find this author on Google Scholar
  • Find this author on PubMed
  • Search for this author on this site
Klaus Linkenkaer-Hansen
1Department of Integrative Neurophysiology, Center for Neurogenomics and Cognitive Research (CNCR), Amsterdam Neuroscience, Vrije Universiteit Amsterdam, Amsterdam 1081 HV, The Netherlands
  • Find this author on Google Scholar
  • Find this author on PubMed
  • Search for this author on this site
  • ORCID record for Klaus Linkenkaer-Hansen
  • Article
  • Figures & Data
  • Info & Metrics
  • eLetters
  • PDF
Loading

Published eLetters

Guidelines

As a forum for professional feedback, submissions of letters are open to all. You do not need to be a subscriber. To avoid redundancy, we urge you to read other people's letters before submitting your own. Name, current appointment, place of work, and email address are required to send a letter, and will be published with your review. We also require that you declare any competing financial interests. Unprofessional submissions will not be considered or responded to.

Submit a Response to This Article
Compose eLetter

More information about text formats

Plain text

  • No HTML tags allowed.
  • Web page addresses and e-mail addresses turn into links automatically.
  • Lines and paragraphs break automatically.
Author Information
First or given name, e.g. 'Peter'.
Your last, or family, name, e.g. 'MacMoody'.
Your email address, e.g. higgs-boson{at}gmail.com
Your role and/or occupation, e.g. 'Orthopedic Surgeon'.
Your organization or institution (if applicable), e.g. 'Royal Free Hospital'.
Statement of Competing Interests
CAPTCHA
This question is for testing whether or not you are a human visitor and to prevent automated spam submissions.
9 + 1 =
Solve this simple math problem and enter the result. E.g. for 1+3, enter 4.

Vertical Tabs

Jump to comment:

No eLetters have been published for this article.
Back to top

In this issue

eneuro: 9 (5)
eNeuro
Vol. 9, Issue 5
September/October 2022
  • Table of Contents
  • Index by author
  • Ed Board (PDF)
Email

Thank you for sharing this eNeuro article.

NOTE: We request your email address only to inform the recipient that it was you who recommended this article, and that it is not junk mail. We do not retain these email addresses.

Enter multiple addresses on separate lines or separate them with commas.
Improved Manual Annotation of EEG Signals through Convolutional Neural Network Guidance
(Your Name) has forwarded a page to you from eNeuro
(Your Name) thought you would be interested in this article in eNeuro.
CAPTCHA
This question is for testing whether or not you are a human visitor and to prevent automated spam submissions.
Print
View Full Page PDF
Citation Tools
Improved Manual Annotation of EEG Signals through Convolutional Neural Network Guidance
Marina Diachenko, Simon J. Houtman, Erika L. Juarez-Martinez, Jennifer R. Ramautar, Robin Weiler, Huibert D. Mansvelder, Hilgo Bruining, Peter Bloem, Klaus Linkenkaer-Hansen
eNeuro 14 September 2022, 9 (5) ENEURO.0160-22.2022; DOI: 10.1523/ENEURO.0160-22.2022

Citation Manager Formats

  • BibTeX
  • Bookends
  • EasyBib
  • EndNote (tagged)
  • EndNote 8 (xml)
  • Medlars
  • Mendeley
  • Papers
  • RefWorks Tagged
  • Ref Manager
  • RIS
  • Zotero
Respond to this article
Share
Improved Manual Annotation of EEG Signals through Convolutional Neural Network Guidance
Marina Diachenko, Simon J. Houtman, Erika L. Juarez-Martinez, Jennifer R. Ramautar, Robin Weiler, Huibert D. Mansvelder, Hilgo Bruining, Peter Bloem, Klaus Linkenkaer-Hansen
eNeuro 14 September 2022, 9 (5) ENEURO.0160-22.2022; DOI: 10.1523/ENEURO.0160-22.2022
Twitter logo Facebook logo Mendeley logo
  • Tweet Widget
  • Facebook Like
  • Google Plus One

Jump to section

  • Article
    • Visual Abstract
    • Abstract
    • Significance Statement
    • Introduction
    • Materials and Methods
    • Results
    • Discussion
    • Acknowledgments
    • Footnotes
    • References
    • Synthesis
  • Figures & Data
  • Info & Metrics
  • eLetters
  • PDF

Keywords

  • artifact detection
  • convolutional neural networks
  • deep learning
  • digital signal processing
  • EEG

Responses to this article

Respond to this article

Jump to comment:

No eLetters have been published for this article.

Related Articles

Cited By...

More in this TOC Section

Research Article: Methods/New Tools

  • Reliable Single-trial Detection of Saccade-related Lambda Responses with Independent Component Analysis
  • Establishment of an Infrared-Camera-Based Home-Cage Tracking System Goblotrop
  • Automated Classification of Sleep–Wake States and Seizures in Mice
Show more Research Article: Methods/New Tools

Novel Tools and Methods

  • Reliable Single-trial Detection of Saccade-related Lambda Responses with Independent Component Analysis
  • Establishment of an Infrared-Camera-Based Home-Cage Tracking System Goblotrop
  • Automated Classification of Sleep–Wake States and Seizures in Mice
Show more Novel Tools and Methods

Subjects

  • Novel Tools and Methods
  • Home
  • Alerts
  • Follow SFN on BlueSky
  • Visit Society for Neuroscience on Facebook
  • Follow Society for Neuroscience on Twitter
  • Follow Society for Neuroscience on LinkedIn
  • Visit Society for Neuroscience on Youtube
  • Follow our RSS feeds

Content

  • Early Release
  • Current Issue
  • Latest Articles
  • Issue Archive
  • Blog
  • Browse by Topic

Information

  • For Authors
  • For the Media

About

  • About the Journal
  • Editorial Board
  • Privacy Notice
  • Contact
  • Feedback
(eNeuro logo)
(SfN logo)

Copyright © 2025 by the Society for Neuroscience.
eNeuro eISSN: 2373-2822

The ideas and opinions expressed in eNeuro do not necessarily reflect those of SfN or the eNeuro Editorial Board. Publication of an advertisement or other product mention in eNeuro should not be construed as an endorsement of the manufacturer’s claims. SfN does not assume any responsibility for any injury and/or damage to persons or property arising from or related to any use of any material contained in eNeuro.