Literature DB >> 26906278

Neurofeedback training with a motor imagery-based BCI: neurocognitive improvements and EEG changes in the elderly.

Javier Gomez-Pilar1, Rebeca Corralejo2, Luis F Nicolas-Alonso2, Daniel Álvarez2, Roberto Hornero2.   

Abstract

Neurofeedback training (NFT) has shown to be promising and useful to rehabilitate cognitive functions. Recently, brain-computer interfaces (BCIs) were used to restore brain plasticity by inducing brain activity with an NFT. In our study, we hypothesized that an NFT with a motor imagery-based BCI (MI-BCI) could enhance cognitive functions related to aging effects. To assess the effectiveness of our MI-BCI application, 63 subjects (older than 60 years) were recruited. This novel application was used by 31 subjects (NFT group). Their Luria neuropsychological test scores were compared with the remaining 32 subjects, who did not perform NFT (control group). Electroencephalogram changes measured by relative power (RP) endorsed cognitive potential findings under study: visuospatial, oral language, memory, intellectual and attention functions. Three frequency bands were selected to assess cognitive changes: 12, 18, and 21 Hz (bandwidth 3 Hz). Significant increases (p < 0.01) in the RP of these frequency bands were found. Moreover, results from cognitive tests showed significant improvements (p < 0.01) in four cognitive functions after performing five NFT sessions: visuospatial, oral language, memory, and intellectual. This established evidence in the association between NFT performed by a MI-BCI and enhanced cognitive performance. Therefore, it could be a novel approach to help elderly people.

Entities:  

Keywords:  Brain–computer interface (BCI); Elderly people; Electroencephalogram (EEG); Luria adult neuropsychological diagnosis (Luria-AND); Neurofeedback training (NFT)

Mesh:

Year:  2016        PMID: 26906278     DOI: 10.1007/s11517-016-1454-4

Source DB:  PubMed          Journal:  Med Biol Eng Comput        ISSN: 0140-0118            Impact factor:   2.602


  42 in total

1.  Brain-computer interface technology: a review of the first international meeting.

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Journal:  IEEE Trans Rehabil Eng       Date:  2000-06

Review 2.  Brain-computer interfaces for communication and control.

Authors:  Jonathan R Wolpaw; Niels Birbaumer; Dennis J McFarland; Gert Pfurtscheller; Theresa M Vaughan
Journal:  Clin Neurophysiol       Date:  2002-06       Impact factor: 3.708

Review 3.  Can neurofeedback training enhance performance? An evaluation of the evidence with implications for future research.

Authors:  David J Vernon
Journal:  Appl Psychophysiol Biofeedback       Date:  2005-12

Review 4.  EEG neurofeedback: a brief overview and an example of peak alpha frequency training for cognitive enhancement in the elderly.

Authors:  Efthymios Angelakis; Stamatina Stathopoulou; Jennifer L Frymiare; Deborah L Green; Joel F Lubar; John Kounios
Journal:  Clin Neuropsychol       Date:  2007-01       Impact factor: 3.535

5.  Language lateralization using MEG beta frequency desynchronization during auditory oddball stimulation with one-syllable words.

Authors:  June Sic Kim; Chun Kee Chung
Journal:  Neuroimage       Date:  2008-06-13       Impact factor: 6.556

6.  Motor imagery and action observation: modulation of sensorimotor brain rhythms during mental control of a brain-computer interface.

Authors:  Christa Neuper; Reinhold Scherer; Selina Wriessnegger; Gert Pfurtscheller
Journal:  Clin Neurophysiol       Date:  2009-01-03       Impact factor: 3.708

7.  Effect of beta and gamma neurofeedback on memory and intelligence in the elderly.

Authors:  S M Staufenbiel; A-M Brouwer; A W Keizer; N C van Wouwe
Journal:  Biol Psychol       Date:  2013-06-07       Impact factor: 3.251

8.  Short-term memory: EEG alpha correlates and the effect of increased alpha.

Authors:  R H Bauer
Journal:  Behav Biol       Date:  1976-08

9.  The effects of neurofeedback training on the spectral topography of the electroencephalogram.

Authors:  Tobias Egner; T F Zech; J H Gruzelier
Journal:  Clin Neurophysiol       Date:  2004-11       Impact factor: 3.708

Review 10.  Efficacy of traumatic brain injury rehabilitation: interventions of QEEG-guided biofeedback, computers, strategies, and medications.

Authors:  Kirtley E Thornton; Dennis P Carmody
Journal:  Appl Psychophysiol Biofeedback       Date:  2008-06-13
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  13 in total

1.  EEG indices correlate with sustained attention performance in patients affected by diffuse axonal injury.

Authors:  Stefania Coelli; Riccardo Barbieri; Gianluigi Reni; Claudio Zucca; Anna Maria Bianchi
Journal:  Med Biol Eng Comput       Date:  2017-11-09       Impact factor: 2.602

2.  The impact of goal-oriented task design on neurofeedback learning for brain-computer interface control.

Authors:  S R McWhinney; A Tremblay; S G Boe; T Bardouille
Journal:  Med Biol Eng Comput       Date:  2017-07-08       Impact factor: 2.602

3.  Reversed cortical over-activity during movement imagination following neurofeedback treatment for central neuropathic pain.

Authors:  Muhammad Abul Hasan; Matthew Fraser; Bernard A Conway; David B Allan; Aleksandra Vučković
Journal:  Clin Neurophysiol       Date:  2016-06-24       Impact factor: 3.708

Review 4.  Brain-Computer Interface for Clinical Purposes: Cognitive Assessment and Rehabilitation.

Authors:  Laura Carelli; Federica Solca; Andrea Faini; Paolo Meriggi; Davide Sangalli; Pietro Cipresso; Giuseppe Riva; Nicola Ticozzi; Andrea Ciammola; Vincenzo Silani; Barbara Poletti
Journal:  Biomed Res Int       Date:  2017-08-23       Impact factor: 3.411

5.  Comparison of effects between SMR/delta-ratio and beta1/theta-ratio neurofeedback training for older adults with Mild Cognitive Impairment: a protocol for a randomized controlled trial.

Authors:  Fabienne Marlats; Leila Djabelkhir-Jemmi; Eric Azabou; Marouane Boubaya; Sjaak Pouwels; Anne-Sophie Rigaud
Journal:  Trials       Date:  2019-01-29       Impact factor: 2.279

Review 6.  Poststroke Cognitive Impairment Research Progress on Application of Brain-Computer Interface.

Authors:  Xiaowei Sun; Mingyue Li; Quan Li; Hongna Yin; Xicheng Jiang; Hongtao Li; Zhongren Sun; Tiansong Yang
Journal:  Biomed Res Int       Date:  2022-02-07       Impact factor: 3.411

Review 7.  Neurofeedback and the Aging Brain: A Systematic Review of Training Protocols for Dementia and Mild Cognitive Impairment.

Authors:  Lucas R Trambaiolli; Raymundo Cassani; David M A Mehler; Tiago H Falk
Journal:  Front Aging Neurosci       Date:  2021-06-09       Impact factor: 5.750

8.  Effect of Emotion on Prospective Memory in Those of Different Age Groups.

Authors:  Jinhua Xian; Yan Wang; Buxin Han
Journal:  Comput Intell Neurosci       Date:  2020-09-21

9.  Neurofeedback Training Based on Motor Imagery Strategies Increases EEG Complexity in Elderly Population.

Authors:  Diego Marcos-Martínez; Víctor Martínez-Cagigal; Eduardo Santamaría-Vázquez; Sergio Pérez-Velasco; Roberto Hornero
Journal:  Entropy (Basel)       Date:  2021-11-25       Impact factor: 2.524

Review 10.  EEG-neurofeedback and executive function enhancement in healthy adults: A systematic review.

Authors:  Giada Viviani; Antonino Vallesi
Journal:  Psychophysiology       Date:  2021-06-12       Impact factor: 4.016

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