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Table of Contents
Intro
Contents
Brain-Computer Interface Research: A State-of-the-Art Summary 9
1 What Is a BCI?
2 The Annual BCI Research Award
3 The BCI Research Award Book Series
4 Projects Nominated for the BCI Award 2019
4.1 BCI-Based Neurofeedback Training for Quitting Smoking
4.2 Decoding Speech from Intracortical Multielectrode Arrays in Dorsal Motor Cortex
4.3 Neurofeedback of Scalp EEG Sensorimotor Rhythm Guides Hemispheric Activation of Sensorimotor Cortex
4.4 Developing a Closed-Loop Brain-Computer Interface for Treatment of Neuropsychiatric Disorders Using Electrical Brain Stimulation
4.5 StentrodeTM Neural Interface System: Minimally-Invasive Brain-Computer Interface Designed for Everyday Use
4.6 Interfacing Hearing Implants with the Brain: Closing the Loop with Intracochlear Brain Recordings
4.7 A Brain-Spine Interface Alleviating Gait Deficits in a Primate Model of Parkinson's Disease
4.8 Post-stroke Rehabilitation Training with a Motor-Imagery-Based Brain-Computer Interface (BCI)-Controlled Hand Exoskeleton: A Randomized Controlled Multicenter Trial
4.9 The Walk Again Neurorehabilitation Protocol: A BMI-Based Clinical Application to Induce Partial Neurological Recovery in Spinal Cord Injury Patients
4.10 Hearables: In-Ear Multimodal Brain Computer Interfacing
4.11 Power Modulations of ECoG Alpha/Beta and Gamma Bands Correlate with Time Derivative of Force During Sustained Hand Grasp
4.12 Next-Generation Microscale Wireless Implant System for High-Density, Multi-areal Closed-Loop Brain Computer Interfaces
5 Summary
References
BCI-Based Neurofeedback Training for Quitting Smoking
1 Introduction
2 Cognition-Guided Neurofeedback
3 Adaptive Closed-Loop Design
4 Experimental Procedure and Participants
5 Cognition-Guided Neurofeedback Effects on Nicotine Addiction
6 Conclusion
References
Neurofeedback of Scalp Bi-Hemispheric EEG Sensorimotor Rhythm Guides Hemispheric Activation of Sensorimotor Cortex in the Targeted Hemisphere
1 Introduction
2 Spatially Bivariate EEG-Based Neurofeedback
2.1 Evaluation Block
2.2 Training Block
3 BCI Performance
4 Effects of EEG-Based Neurofeedback During Shoulder MI
5 Comparison of SMR-ERDs During Shoulder MI and Hand MI
6 Discussion
6.1 The Lateralization of Sensorimotor Cortical Activity to the Contralateral Hemisphere
6.2 The Lateralization of Sensorimotor Cortical Activity to the Ipsilateral Hemisphere
7 Conclusion
References
Next Generation Microscale Wireless Implant System for High-Density, Multi-areal, Closed-Loop Brain Computer Interfaces
1 Introduction
Contents
Brain-Computer Interface Research: A State-of-the-Art Summary 9
1 What Is a BCI?
2 The Annual BCI Research Award
3 The BCI Research Award Book Series
4 Projects Nominated for the BCI Award 2019
4.1 BCI-Based Neurofeedback Training for Quitting Smoking
4.2 Decoding Speech from Intracortical Multielectrode Arrays in Dorsal Motor Cortex
4.3 Neurofeedback of Scalp EEG Sensorimotor Rhythm Guides Hemispheric Activation of Sensorimotor Cortex
4.4 Developing a Closed-Loop Brain-Computer Interface for Treatment of Neuropsychiatric Disorders Using Electrical Brain Stimulation
4.5 StentrodeTM Neural Interface System: Minimally-Invasive Brain-Computer Interface Designed for Everyday Use
4.6 Interfacing Hearing Implants with the Brain: Closing the Loop with Intracochlear Brain Recordings
4.7 A Brain-Spine Interface Alleviating Gait Deficits in a Primate Model of Parkinson's Disease
4.8 Post-stroke Rehabilitation Training with a Motor-Imagery-Based Brain-Computer Interface (BCI)-Controlled Hand Exoskeleton: A Randomized Controlled Multicenter Trial
4.9 The Walk Again Neurorehabilitation Protocol: A BMI-Based Clinical Application to Induce Partial Neurological Recovery in Spinal Cord Injury Patients
4.10 Hearables: In-Ear Multimodal Brain Computer Interfacing
4.11 Power Modulations of ECoG Alpha/Beta and Gamma Bands Correlate with Time Derivative of Force During Sustained Hand Grasp
4.12 Next-Generation Microscale Wireless Implant System for High-Density, Multi-areal Closed-Loop Brain Computer Interfaces
5 Summary
References
BCI-Based Neurofeedback Training for Quitting Smoking
1 Introduction
2 Cognition-Guided Neurofeedback
3 Adaptive Closed-Loop Design
4 Experimental Procedure and Participants
5 Cognition-Guided Neurofeedback Effects on Nicotine Addiction
6 Conclusion
References
Neurofeedback of Scalp Bi-Hemispheric EEG Sensorimotor Rhythm Guides Hemispheric Activation of Sensorimotor Cortex in the Targeted Hemisphere
1 Introduction
2 Spatially Bivariate EEG-Based Neurofeedback
2.1 Evaluation Block
2.2 Training Block
3 BCI Performance
4 Effects of EEG-Based Neurofeedback During Shoulder MI
5 Comparison of SMR-ERDs During Shoulder MI and Hand MI
6 Discussion
6.1 The Lateralization of Sensorimotor Cortical Activity to the Contralateral Hemisphere
6.2 The Lateralization of Sensorimotor Cortical Activity to the Ipsilateral Hemisphere
7 Conclusion
References
Next Generation Microscale Wireless Implant System for High-Density, Multi-areal, Closed-Loop Brain Computer Interfaces
1 Introduction