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Motivation moderately influences brain–computer interface (BCI) performance in healthy subjects when monetary reward is used to manipulate extrinsic motivation. However, the motivation of severely paralyzed patients, who are potentially in need for BCI, could mainly be internal and thus, an intrinsic motivator may be more powerful. Also healthy subjects who participate in BCI studies could be internally motivated as they may wish to contribute to research and thus extrinsic motivation by monetary reward would be less important than the content of the study. In this respect, motivation could be defined as “motivation-to-help.” The aim of this study was to investigate, whether subjects with high motivation for helping and who are highly empathic would perform better with a BCI controlled by event-related potentials (P300-BCI). We included N = 20 healthy young participants naïve to BCI and grouped them according to their motivation for participating in a BCI study in a low and highly motivated group. Motivation was further manipulated with interesting or boring presentations about BCI and the possibility to help patients. Motivation for helping did neither influence BCI performance nor the P300 amplitude. Post hoc, subjects were re-grouped according to their ability for perspective taking. We found significantly higher P300 amplitudes on parietal electrodes in participants with a low ability for perspective taking and therefore, lower empathy, as compared to participants with higher empathy. The lack of an effect of motivation on BCI performance contradicts previous findings and thus, requires further investigation. We speculate that subjects with higher empathy who are good perspective takers with regards to patients in potential need of BCI, may be more emotionally involved and therefore, less able to allocate attention on the BCI task at hand.
Brain-computer interfaces (BCIs) can serve as muscle independent communication aids. Persons, who are unable to control their eye muscles (e.g., in the completely locked-in state) or have severe visual impairments for other reasons, need BCI systems that do not rely on the visual modality. For this reason, BCIs that employ auditory stimuli were suggested. In this study, a multiclass BCI spelling system was implemented that uses animal voices with directional cues to code rows and columns of a letter matrix. To reveal possible training effects with the system, 11 healthy participants performed spelling tasks on 2 consecutive days. In a second step, the system was tested by a participant with amyotrophic lateral sclerosis (ALS) in two sessions. In the first session, healthy participants spelled with an average accuracy of 76% (3.29 bits/min) that increased to 90% (4.23 bits/min) on the second day. Spelling accuracy by the participant with ALS was 20% in the first and 47% in the second session. The results indicate a strong training effect for both the healthy participants and the participant with ALS. While healthy participants reached high accuracies in the first session and second session, accuracies for the participant with ALS were not sufficient for satisfactory communication in both sessions. More training sessions might be needed to improve spelling accuracies. The study demonstrated the feasibility of the auditory BCI with healthy users and stresses the importance of training with auditory multiclass BCIs, especially for potential end-users of BCI with disease.
The objective of this study was to test the usability of a new auditory Brain-Computer Interface (BCI) application for communication. We introduce a word based, intuitive auditory spelling paradigm the WIN-speller. In the WIN-speller letters are grouped by words, such as the word KLANG representing the letters A, G, K, L, and N. Thereby, the decoding step between perceiving a code and translating it to the stimuli it represents becomes superfluous. We tested 11 healthy volunteers and four end-users with motor impairment in the copy spelling mode. Spelling was successful with an average accuracy of 84% in the healthy sample. Three of the end-users communicated with average accuracies of 80% or higher while one user was not able to communicate reliably. Even though further evaluation is required, the WIN-speller represents a potential alternative for BCI based communication in end-users.
Background
People with severe disabilities, e.g. due to neurodegenerative disease, depend on technology that allows for accurate wheelchair control. For those who cannot operate a wheelchair with a joystick, brain-computer interfaces (BCI) may offer a valuable option. Technology depending on visual or auditory input may not be feasible as these modalities are dedicated to processing of environmental stimuli (e.g. recognition of obstacles, ambient noise). Herein we thus validated the feasibility of a BCI based on tactually-evoked event-related potentials (ERP) for wheelchair control. Furthermore, we investigated use of a dynamic stopping method to improve speed of the tactile BCI system.
Methods
Positions of four tactile stimulators represented navigation directions (left thigh: move left; right thigh: move right; abdomen: move forward; lower neck: move backward) and N = 15 participants delivered navigation commands by focusing their attention on the desired tactile stimulus in an oddball-paradigm.
Results
Participants navigated a virtual wheelchair through a building and eleven participants successfully completed the task of reaching 4 checkpoints in the building. The virtual wheelchair was equipped with simulated shared-control sensors (collision avoidance), yet these sensors were rarely needed.
Conclusion
We conclude that most participants achieved tactile ERP-BCI control sufficient to reliably operate a wheelchair and dynamic stopping was of high value for tactile ERP classification. Finally, this paper discusses feasibility of tactile ERPs for BCI based wheelchair control.
A brain-computer interface (BCI) enables communication without movement based on brain signals measured with electroencephalography (EEG). BCIs usually rely on one of three types of signals: the P300 and other components of the event-related potential (ERP), steady state visual evoked potential (SSVEP), or event related desynchronization (ERD). Although P300 BCIs were introduced over twenty years ago, the past few years have seen a strong increase in P300 BCI research. This closed-loop BCI approach relies on the P300 and other components of the ERP, based on an oddball paradigm presented to the subject. In this paper, we overview the current status of P300 BCI technology, and then discuss new directions: paradigms for eliciting P300s; signal processing methods; applications; and hybrid BCIs. We conclude that P300 BCIs are quite promising, as several emerging directions have not yet been fully explored and could lead to improvements in bit rate, reliability, usability, and flexibility.
Brain–computer interfaces (BCIs) enable paralyzed patients to communicate; however, up to date, no creative expression was possible. The current study investigated the accuracy and user-friendliness of P300-Brain Painting, a new BCI application developed to paint pictures using brain activity only. Two different versions of the P300-Brain Painting application were tested: A colored matrix tested by a group of ALS-patients (n = 3) and healthy participants (n = 10), and a black and white matrix tested by healthy participants (n = 10). The three ALS-patients achieved high accuracies; two of them reaching above 89% accuracy. In healthy subjects, a comparison between the P300-Brain Painting application (colored matrix) and the P300-Spelling application revealed significantly lower accuracy and P300 amplitudes for the P300-Brain Painting application. This drop in accuracy and P300 amplitudes was not found when comparing the P300-Spelling application to an adapted, black and white matrix of the P300-Brain Painting application. By employing a black and white matrix, the accuracy of the P300-Brain Painting application was significantly enhanced and reached the accuracy of the P300-Spelling application. ALS-patients greatly enjoyed P300-Brain Painting and were able to use the application with the same accuracy as healthy subjects. P300-Brain Painting enables paralyzed patients to express themselves creatively and to participate in the prolific society through exhibitions.
Ziel der vorliegenden Arbeit war es die Wirksamkeit einer Behandlung mit Transkranieller Magnetstimulation bei depressiven Patienten zu untersuchen. Der Behandlungserfolg wurde mit depressionsspezfischen Fragebögen, der Testleistung in einer kognitiven Aufgabe und ereigniskorrelierten Potentialen im EEG objektiviert. Es konnte nicht abschließend geklärt werden, ob die Theta-Burst-Stimulation in der Therapie depressiver Patienten geeignet ist. Es fanden sich allerdings Hinweise darauf, dass die präfrontal applizierte Behandlung Veränderungen in den frontal generierten ereigniskorrelierten Potentialen bewirkte.
Low P300 amplitudes and topographical asymmetries have been reponed in schizophrenic patients, but reference-independent amplitude assessment failed to replicate reduced amplitudes. P300 amplitude is conventially assessed at midline electrodes (PZ), anti asymmetric topography as reported in schizophrenics, may conj'ound this measurement. We lnvestigated the possible Interaction between P300 ropography and assessments of amplitudes. ln 41 clinically stable schizophrenics and 31 normal controls, the generalfinding ofreduced amplitudes at the P'l electrode and topographical asymmetrles in the patient group were replicated. ln both groups, a.symmetries of the P300 field (lateralized peaks) reduced the standard amplitude assessment at the midline parletal electrode, but did not Qjfoct the reference-independent, global amplitude assessment. This shows thal asymmetry per se does not imply reduced field strength. in addition, in schizophreraics. but not in controls, there was a significcmt effect oftlae direction of asymmetry on both amplltude measures, amplitudes belng lower with increasing shift ofthe P300 peak to the right side. Considering also the slightly left-lateralized peaks in the normal controls. this suggests rhat only right lateralized P300 peaks upressfunctional deficits in schizophrenics, whereas left lateralized pealcs fall wlthin the physiological variability of the P3OO field. Tht refonnce-independent amplitude assessment is proposed for unambiguous amplitude assessment in order to better define the clinical, psychological and physiopathological mtaning of the P3OO alterations in schizophrenics.
Neurophysiologische Evidenz für eine Störung des impliziten Gedächtnis bei Alkoholabhängigkeit
(2011)
Im Rahmen der vorliegenden Arbeit wurden 21 reine Alkoholpatienten, 6 polytoxikomane Alkoholpatienten und 18 gesunde Kontrollen neurophysiologisch untersucht. Basierend auf einem Paradigma zu Negativem Priming wurden Unterschiede zwischen den genannten Kollektiven bezüglich der Amplitude und Latenz der P300 im EEG untersucht. Kontrollpersonen zeigten in dieser Studie generell eine signifikant kürzere Latenz der P3a als beide Patientenkollektive, was als Hinweis auf eine kognitive Ineffizienz bei Alkoholpatienten gesehen werden kann. Darüber hinaus konnte gezeigt werden, dass reine Alkoholpatienten und polytoxikomane Alkoholpatienten bezüglich der Veränderungen der P300 getrennt betrachtet werden müssen, da sich signifikante Unterschiede bezüglich Latenz und Amplitude zwischen den beiden Patientenkollektiven zeigten. Ebenso gibt es Hinweise darauf, dass bei Studien zur P300 Geschlechterunterschiede berücksichtigt werden müssen. Mit vorliegender Studie konnte zudem die Theorie einer prominenten frontocentralen Verteilung der P3a unterstützt werden.
Hintergrund und Ziel der Untersuchung: Patienten mit schizophrenen Erkrankungen zeigen in einer Vielzahl von Untersuchungssituationen eine verminderte Funktion frontaler Hirnregionen (Hypofrontalität), die insbesondere auch den anterioren cingulären Cortex (ACC) betrifft. Verschiedene Arten antipsychotischer Medikation unterscheiden sich hinsichtlich ihrer Wirkung auf Metabolismus und Funktion des Frontalcortex, wobei es Hinweise darauf gibt, dass atypische Antipsychotika diesen Bereich des Gehirns positiv beeinflussen, während konventionelle Antipsychotika (Typika) hier nur geringe oder sogar negative Effekte zeigen. Hinsichtlich der Auswahl eines Antipsychotikums zu Beginn einer medikamentösen Behandlung gibt es bislang keine etablierten neurophysiologischen/biologischen Marker, die eine Vorhersage der Therapie-Response unter verschiedenen Arten antipsychotischer Medikation erlauben. Ziel der Studie war es daher, die Eignung der NoGo-Anteriorisierung (NGA) als Prädiktor der Therapie-Response schizophrener Patienten unter typischer bzw. atypischer Medikation zu untersuchen. Die NGA ist ein neurophysiologischer Marker, der die Funktion präfrontaler Areale einschließlich des ACC widerspiegeln soll. Unter Zuhilfenahme dieses Parameters wurde an einer Gruppe schizophrener Patienten überprüft, ob das Ausmaß der initialen Hypofrontalität eine Vorhersage der individuellen Therapie-Response erlaubt. Methoden: Es wurden 76 Patienten mit Erkrankungen aus dem schizophrenen Formenkreis zu jeweils drei Messzeitpunkten neurophysiologisch, neuropsychologisch und psychometrisch getestet. Die Baseline-Messung (t1) fand innerhalb der ersten drei Tage eines stationär-psychiatrischen Aufenthalts, die beiden Folgemessungen (t2, t3) drei bzw. sechs Wochen nach Beginn einer Therapie mit typischen (n=36) oder atypischen Antipsychotika (n=40) statt. Im Rahmen der neurophysiologischen Untersuchung führten die Patienten eine Go-NoGo-Aufgabe durch, wobei anhand der durch Go- und NoGo-Stimuli evozierten ereigniskorrelierten Potentiale individuell die NGA ermittelt wurde. Beide Behandlungsgruppen wurden aufgrund der NGA-Werte zu t1 in Patienten mit initial starker vs. schwacher Frontalhirnfunktion unterteilt (Mediansplit). Ergebnisse: Alle Patientengruppen zeigten eine signifikante Besserung der psychotischen Symptomatik im Verlauf des 6-wöchigen Untersuchungszeitraums. Außerdem hatten Atypika hypothesengemäß einen signifikant positiven Einfluss auf die Entwicklung der neuropsychologischen Testleistungen, während Typika oftmals mit einer Verschlechterung entsprechender Maße einhergingen. Atypika hatten zudem eine günstigere Wirkung auf die subjektiv erlebte Lebensqualität der Patienten. Darüber hinaus war die zu t1 erhobene NGA ein signifikanter Prädiktor der Therapie-Response. Niedrige Werte der NGA zu Beginn der Behandlung sagten dabei ein besonders gutes Ansprechen auf atypische Antipsychotika voraus, während hohe Werte der NGA zu t1 mit einer besonders deutlichen klinischen Besserung unter typischer Medikation einhergingen. Die NGA korrelierte zudem signifikant mit den neuropsychologischen Testleistungen, unterlag selbst aber keinen systematischen Veränderungen unter typischer vs. atypischer Medikation. Schlussfolgerung: Der auf der Basis früherer Untersuchungen vermutete Zusammenhang zwischen der NGA und präfrontalen Hirnfunktionen konnte anhand der vorliegenden Befunde bestätigt werden. Außerdem war aufgrund der zu Beginn einer stationär-psychiatrischen Behandlung gemessenen NGA eine signifikante Vorhersage der Therapie-Response unter typischen und atypischen Antipsychotika möglich. Die NGA könnte somit im klinischen Alltag zu einer individualisierten Entscheidungsfindung bei der Auswahl eines antipsychotischen Präparats, unter Berücksichtigung pathophysiologischer Aspekte der Erkrankung, beitragen.