Paper Details

  1. Home
  2. Paper Details

EEG based interpretation of human brain activity during yoga and meditation using machine learning: A systematic review.

Author: KoraPadmavathi, MeenakshiK, RajaniA, RajuMantena Satyanarayana, SwarajaK

Journal ArticleAn article published in an academic or professional journal that reports original research or scholarly analysis.
ReviewAn article that critically examines existing research on a particular topic and summarizes the current state of knowledge in the field.
Systematic ReviewA review that systematically collects, evaluates, and integrates relevant research to answer a specific research question.

Overview

This study reviewed interpretation methods of brain signals (Electroencephalogram (EEG)) during yoga and meditation. Past research has shown significant mental and physical advantages with yoga and meditation.
Paper Details　
Original Abstract of the Article :
The present investigation is to study the impact of yoga and meditation on Brain waves concerning physical and mental health. There are mainly three stages (steps) in the brain wave classification:(i) preprocessing, ii) feature extraction, and iii) classification. This work provides a review of inte...See full text at original site
Dr.Camel IconDr.Camel's Paper Summary Blogラクダ博士について

ラクダ博士は、Health Journal が論文の内容を分かりやすく解説するために作成した架空のキャラクターです。
難解な医学論文を、専門知識のない方にも理解しやすいように、噛み砕いて説明することを目指しています。

* ラクダ博士による解説は、あくまで論文の要点をまとめたものであり、原論文の完全な代替となるものではありません。詳細な内容については、必ず原論文をご参照ください。
* ラクダ博士は架空のキャラクターであり、実際の医学研究者や医療従事者とは一切関係がありません。
* 解説の内容は Health Journal が独自に解釈・作成したものであり、原論文の著者または出版社の見解を反映するものではありません。


引用元：
https://doi.org/10.1016/j.ctcp.2021.101329

データ提供：米国国立医学図書館（NLM）

Yoga and Meditation: A Journey Through the Mind

The practice of yoga and meditation, rooted in ancient traditions, has long been recognized for its potential to improve mental and physical well-being. But how do these practices actually affect the brain? This study, published in [Journal Name], explores the impact of yoga and meditation on brain activity using electroencephalogram (EEG) recordings and machine learning techniques.

The researchers reviewed existing research on the use of EEG to study brain activity during yoga and meditation. They highlighted the importance of using EEG recordings and machine learning to understand the specific changes in brain wave patterns associated with these practices. The research suggests that yoga and meditation may influence brain activity, potentially leading to improvements in mental and physical health.

Unlocking the Secrets of the Mind

The study emphasizes the importance of using advanced technologies like EEG and machine learning to explore the neurophysiological basis of yoga and meditation. By understanding the specific changes in brain activity associated with these practices, we can gain a deeper understanding of their potential benefits and explore new ways to utilize these techniques for therapeutic purposes.

Finding Inner Peace Through Ancient Wisdom

Yoga and meditation have been practiced for centuries, offering a path to inner peace and well-being. This research suggests that the benefits of these practices may be rooted in their ability to influence brain activity. By incorporating yoga and meditation into our lives, we may be able to tap into the power of these ancient practices to cultivate a more peaceful and balanced mind.

Dr. Camel's Conclusion

This research explores the neurophysiological effects of yoga and meditation. Using EEG and machine learning, researchers are delving into the brain activity changes associated with these practices. This study highlights the potential of yoga and meditation to positively impact our well-being.

Date :
  1. Date Completed 2021-05-04
  2. Date Revised 2021-05-04
Further Info :

Pubmed ID

33618287

DOI: Digital Object Identifier

10.1016/j.ctcp.2021.101329

Related Literature

Article Analysis
・Effective treatment of kundalini yoga
SNS
PICO Info
in preparation
Languages

English

Positive IndicatorAn AI analysis index that serves as a benchmark for how positive the results of the study are. Note that it is a benchmark and requires careful interpretation and consideration of different perspectives.

This site uses cookies. Visit our privacy policy page or click the link in any footer for more information and to change your preferences.