2021
DOI: 10.3390/brainsci11040457
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Enhancing the Effects of Neurofeedback Training: The Motivational Value of the Reinforcers

Abstract: The brain activity that is measured by electroencephalography (EEG) can be modified through operant conditioning, specifically using neurofeedback (NF). NF has been applied to several disorders claiming that a change in the erratic brain activity would be accompanied by a reduction of the symptoms. However, the expected results are not always achieved. Some authors have suggested that the lack of an adequate response may be due to an incorrect application of the operant conditioning principles. A key factor in… Show more

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Cited by 15 publications
(12 citation statements)
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“…Scientific research uses a variety of performance matrices to assess prediction accuracy [ 60 , 61 , 62 ]. In binary classification problems, accuracy and F1-Score derived from Confusion matrics (CMs) have employed metrics for performance evaluation.…”
Section: Performance Evaluation Metricsmentioning
confidence: 99%
“…Scientific research uses a variety of performance matrices to assess prediction accuracy [ 60 , 61 , 62 ]. In binary classification problems, accuracy and F1-Score derived from Confusion matrics (CMs) have employed metrics for performance evaluation.…”
Section: Performance Evaluation Metricsmentioning
confidence: 99%
“…The neurofeedback approach, however, is a non-invasive approach based on operant conditioning [ 60 ]. While the EEG signal is recorded, its particular metrics to be trained (power, amplitude, frequency) are analyzed by the computer providing feedback in real-time to the subject [ 60 , 61 ]. As the signal is modulated toward the desired goal by comparison to the normative database embedded in the software, some “rewards” consisting of visual and/or auditory stimuli are offered to the trained subject.…”
Section: Figure A1mentioning
confidence: 99%
“…Many neurofeedback studies assessed the effectiveness of neurofeedback training as a change in symptoms. However, the efficacy of neurofeedback training should be first assessed as an ability to produce changes in the EEG profile, and changes in symptoms or behavior should be considered a consequence of changes in the EEG profile (Pérez-Elvira et al, 2021). Although we applied a widely used protocol (beta/theta) for attentional enhancement, we did not account for the EGG profile of the group.…”
Section: Limitations and Future Directionsmentioning
confidence: 99%
“…Feedback is the core component of such training, as the process reflects the principle of "no feedback, no learning." Operant conditioning is the basis of this learning process (Hammond, 2011;Pérez-Elvira et al, 2021), reinforcing or inhibiting learning by means of positive or negative feedback following an evaluation of the actions performed. Every neurofeedback training session follows a protocol that specifies the power of the frequency band to be trained and the area on the scalp where this power will be recorded.…”
mentioning
confidence: 99%