Although research has highlighted the importance of decisions when learning and performing motor actions, few studies have focused on individuals’ ability to choose between potential motor actions. To help bridge this gap, this thesis presents a series of studies that investigate the behaviour of able-bodied individuals when attempting to choose movements based on a speed-accuracy tradeoff. In the first study, a two-alternative forced-choice task was used to determine whether people are consistent with Fitts’s law when choosing the movement they perceive to require the least movement duration. Participants performed almost perfectly when clear visual cues were available—when one of the targets was closer, wider, or both. Contrary to Fitts’s law, however, participants showed a preference for closer targets when visual cues were not informative—when one of the targets was closer and narrower. This study demonstrates that motor decisions are not always optimal, especially when participants are naïve at the task. To determine the basis of individuals’ preference for closer targets, a pair of studies explored the relation between motor decisions, imagined movements, and visual perception. Participants showed a similar deviation from Fitts’s law when imagining movements—believing that movement duration increased with distance within the same index of difficulty. Participants did not behave similarly, however, in a perceptual version of the decision task. These results suggest that imagined movements and motor decisions are linked, but they are not always based on veridical representations of actual movement. To further probe the origin of individuals’ erroneous belief about movement duration, the final study of this thesis measured movement duration for movements made at speeds other than ‘as fast as possible’. Movements made at more natural movement speeds shared important similarities with decisions and imagined movements. This study suggests that the biases seen in naïve motor decisions might originate from participants considering movements for which they have more experience, such as target-directed movements made at a naturally-selected pace. Together, the findings presented in this thesis may help to identify the ways that motor decisions can deviate from optimal, suggesting how those decisions must change with practice to better accomplish a task.

Although research has highlighted the importance of decisions when learning and performing motor actions, few studies have focused on individuals’ ability to choose between potential motor actions. To help bridge this gap, this thesis presents a series of studies that investigate the behaviour of able-bodied individuals when attempting to choose movements based on a speed-accuracy tradeoff. In the first study, a two-alternative forced-choice task was used to determine whether people are consistent with Fitts’s law when choosing the movement they perceive to require the least movement duration. Participants performed almost perfectly when clear visual cues were available—when one of the targets was closer, wider, or both. Contrary to Fitts’s law, however, participants showed a preference for closer targets when visual cues were not informative—when one of the targets was closer and narrower. This study demonstrates that motor decisions are not always optimal, especially when participants are naïve at the task. To determine the basis of individuals’ preference for closer targets, a pair of studies explored the relation between motor decisions, imagined movements, and visual perception. Participants showed a similar deviation from Fitts’s law when imagining movements—believing that movement duration increased with distance within the same index of difficulty. Participants did not behave similarly, however, in a perceptual version of the decision task. These results suggest that imagined movements and motor decisions are linked, but they are not always based on veridical representations of actual movement. To further probe the origin of individuals’ erroneous belief about movement duration, the final study of this thesis measured movement duration for movements made at speeds other than ‘as fast as possible’. Movements made at more natural movement speeds shared important similarities with decisions and imagined movements. This study suggests that the biases seen in naïve motor decisions might originate from participants considering movements for which they have more experience, such as target-directed movements made at a naturally-selected pace. Together, the findings presented in this thesis may help to identify the ways that motor decisions can deviate from optimal, suggesting how those decisions must change with practice to better accomplish a task.

Σκοπός της παρούσας διπλωματικής εργασίας είναι η μελέτη του αντίστροφου καθορισμού πηγής (inverse source localization problem) και του ρυθμού μ (mu). Έχοντας ως δεδομένο το σήμα του ΗΕΓ γίνεται προσπάθεια µέσω της εφαρμογής της μεθόδου Ανάλυσης Ανεξάρτητων συνιστωσών (ICA) να προσδιοριστούν οι συνιστώσες οι οποίες σχετίζονται με τις περιοχές του εγκεφάλου που ενεργοποιούνται από την κίνηση των χεριών. Με βάση τη λειτουργία της αισθητηριοκινητικής περιοχής του εγκεφάλου και τις ιδιότητες του ρυθμού μ, γίνεται μια μελέτη πάνω στις συνιστώσες που προκύπτουν από την ICA τόσο σε δεδομένα από πραγματική κίνηση, όσο και σε δεδομένα από νοερή κίνηση, καθώς και στην εφαρμογή που μπορεί να υπάρχει σε συστήματα Διεπαφής Εγκεφάλου – Υπολογιστή. / The subject of this diploma thesis is the study of the inverse source localization problem and the mu rhythm. Performing Independent Component Analysis (ICA) on EEG data, we try to specify the components that are related to the brain areas activated by hand movement. By focusing on the function of the somatosensory brain area and the properties or mu rhythm, we study the components resulting from Independent Component Analysis on data of both real and imaginary movement, as well as the possible implementations on Brain – Computer Interface systems.

Ce travail de thèse repose sur la combinaison de deux paradigmes de recherche en psychologie cognitive : la rotation mentale et les transferts intermodaux/inter-tâches. Dans notre première étude (Expériences 1a, 1b, 1c, 2a, et 2b), l'objectif était d'évaluer la dépendance/indépendance des traitements visuel et tactile, lors de tâches de rotation mentale : le Test des Rotations Mentales (Vandenberg & Kuse, 1978) et une tâche élémentaire de rotation mentale (Shepard & Metzler, 1971). En utilisant un plan expérimental intra-sujet, nous avons comparé quatre conditions expérimentales incluant des apprentissages intramodaux : 1. Visuel-Visuel ; 2. Tactile-Tactile, et des transferts intermodaux : 3. Visuel-Tactile ; 4. Tactile-Visuel. Les participants ont ainsi réalisé deux tâches successives dans des conditions sensorielles similaires ou différentes (session 1 et session 2). Nos résultats révèlent que la rotation mentale peut dépendre de processus de traitement des représentations spécifiques à la modalité sensorielle utilisée. Les informations découlant d'une expérience visuelle sont réutilisables dans la condition tactile, alors qu'à l'inverse, nous n'avons observé que très peu de transferts tactiles en condition visuelle. Les traitements visuels et tactiles, sur des objets tridimensionnels complexes, permettent ainsi le développement de stratégies d'imagerie mentale spécifiques (Visuel-Visuel-IM vs. Tactile-Spatial-IM), découlant de différents modes de traitements perceptifs (visuel-global vs. tactile-spatial)... / The work presented in this dissertation is based on the combination of two research paradigms in the field of cognitive psychology: mental rotation and intermodal/inter-task transfer of learning. In our first study (Experiments 1a, 1b, 1c, 2a, and 2b), the objective was to evaluate the processing dependence/independence of visual and tactile information during two mental rotation tasks: the Mental Rotation Test (Vandenberg & Kuse, 1978) and an object mental rotation task (Shepard & Metzler, 1971). Using an intra-subject experimental design, we compared four experimental conditions including intramodal learning: 1. Visual-Visual ; 2. Tactile-Tactile, and intermodal transfer: 3. Visual-Tactile ; 4. Tactile-Visual. Subjects performed two successive tasks in similar perceptual conditions or different perceptual conditions (session 1 and session 2). Our results revealed that mental rotation can depend on treatment processes of mental representations specific to the perceptual modality being used. The information derived from visual prior experience can be used in the tactile condition, whereas we observed few significant tactile transfers in the visual condition. Visual and tactile treatments on complex three-dimensional objects thus permit specific mental imagery strategies (Visual-Visual-IM vs. Tactile-Spatial-IM), derived from different perceptual exploration strategies (visual-global vs. tactile-spatial)...

Brain-computer interfaces (BCIs) blend methods and concepts researched by cognitive neuroscience, electrophysiology, computer science and engineering, resulting in systems of bi-directional information exchange directly between brain and computer. BCIs contribute to medical applications that restore communication and mobility for disabled patients and provide new forms of sending information to devices for enhancement and entertainment. Virtual reality (VR) introduces humans into a computer-generated world, tackling immersion and involvement. VR technology extends the classical multimedia experience, as the user is able to move within the environment, interact with other virtual participants, and manipulate objects, in order to generate the feeling of presence. This essay presents the possibilities of merging BCI with VR and the challenges to be tackled in the future. Current attempts to combine BCI and VR technology have shown that VR is a useful tool to test the functioning of BCIs, with safe, controlled and realistic experiments; there are better outcomes for VR and BCI combinations used for medical purposes compared to solely BCI training; and, enhancement systems for healthy users seem promising with VR-BCIs designed for home users. Future trends include brain-to-brain communication, sharing of several users’ brain signals within the virtual environment, and better and more efficient interfaces.

Orientador: Prof. Dr. Diogo Coutinho Soriano / Dissertação (mestrado) - Universidade Federal do ABC. Programa de Pós-Graduação em Engenharia Biomédica, 2018. / A busca por materiais funcionais que possam desempenhar reparo e/ou regeneracao de Uma interface cérebro-computador (BCI) consiste em um sistema que busca extrair informações da atividade do sistema nervoso central e traduzi-las em comandos de saída, os quais podem eventualmente ser usados para controle de dispositivos assistivos. Mais do que contribuir para o controle de tecnologias assistivas ou reabilitação de pessoas com severas limitações, um sistema BCI pode contribuir para uma melhor compreensão do funcionamento cerebral e dos complexos mecanismos de cognição na medida em que se busca avaliar as variáveis mais relevantes para a eficiente decodificação de tarefas mentais. Entre as possíveis formas de se estudar o funcionamento cerebral destaca-se a quantificação da conectividade funcional, a qual visa estabelecer a similaridade observacional entre diferentes regiões cerebrais. Tal estratégia tem sido utilizada na caracterização e diagnóstico de patologias de grande relevância como depressão, Parkinson, Alzheimer, distúrbios de atenção, entre outras. Tendo isso em vista, este trabalho visou estudar o desempenho de decodificação de tarefas mentais a partir de métricas de grafos (grau, coeficiente de agregação, centralidade de intermediação e centralidade de autovetor) obtidas pela avaliação da conectividade funcional no contexto de sinais eletroencefalográficos na execução de paradigmas clássicos de sistemas BCI definidos pela imagética motora e os potenciais visualmente evocados em regime permanente (SSVEP). Além da análise comparativa entre tais métricas, o presente trabalho apresenta um estudo em relação ao desempenho de decodificação quando diferentes métodos de estimação da matriz de adjacência - forma de representação da conectividade funcional ¿ são utilizados, os quais abrangem as medidas de similaridade definidas pela correlação de Pearson, de Spearman e contagem de recorrência espaço-temporal (STR), sendo a última uma proposta original desta dissertação. Como resultado, para os sinais relacionados à BCIs baseadas em imaginação de movimentos, a STR obteve o melhor desempenho considerando todos os sujeitos e classes, mostrando-se uma possível abordagem para extração de características no contexto de sistemas BCI baseadas em imagética de tarefas. Para os sinais relacionados ao paradigma SSVEP, a decodificação baseada na conectividade funcional alcançou desempenhos satisfatórios, porém inferiores aos da análise em frequência classicamente utilizada neste contexto. / Brain-computer interface (BCI) consists of a system that aims to extract information from the activity of central nervous system and translate it into output commands, which can eventually be used to control assistive devices. More than contributing to the control of assistive technologies or rehabilitation of people with severe limitations, a BCI can also contribute to a better understanding of brain functioning and the complex mechanisms of cognition when evaluating the most relevant variables for the efficient decoding of mental tasks. Among the possible ways to study brain functioning, the functional connectivity quantification deserves careful attention, since it aims to establish the observational similarity between different brain regions. Such strategy has been used in the characterization and diagnosis of pathologies of great relevance such as depression, Parkinson, Alzheimer, attention disorders, among others. This work aimed to study the performance of decoding mental tasks from graph metrics (degree, clustering coefficient, betweenness centrality and eigenvector centrality) obtained by evaluation of functional connectivity in the context of electroencephalographic signals in the execution of classic BCI paradigms defined by motor imagery and steady state visually evoked potentials (SSVEP). In addition to the comparative analysis of such metrics, this work also presents a study regarding decoding performance when using different methods of adjacency matrix estimation - a functional connectivity representation - which include similarity measures defined by the correlation of Pearson, Spearman and Space-Time Recurrence counting (STR), being the latter an original proposal of this work. As main results, for signals related to motor imagery BCI, STR obtained the best performance considering all the subjects and classes, stablishing a possible approach for feature extraction in the context of motor imagery BCIs. For signals related to the SSVEP paradigm, decoding based on functional connectivity achieved satisfactory performance, but lower than the spectral analysis, classically used in this context.

The topic of this work is motor imagery. Through 7 different studies, the process and proprieties of motor imagery and its impact on motor learning were assessed. It was found that this cognitive activity is closely linked to the motor system. This characteristic underlies the positive effects of motor imagery on motor learning. This can have many practical applications in the domain of sport and motor rehabilitation.<p><p> / Doctorat en Sciences Psychologiques et de l'éducation / info:eu-repo/semantics/nonPublished

La reconstruction chirurgicale est le traitement préconisé après rupture du Ligament Croisé Antérieur (LCA) chez les patients sportifs. Cette opération est suivie d'une longue période de rééducation et les résultats en termes de reprise du sport et de récidive ne sont pas totalement satisfaisants. Ainsi ce travail s'articule autour de deux objectifs : l'amélioration de la récupération après lésion du LCA et la prévention des primo-ruptures. Dans un premier temps, nous avons évalué les altérations cinématiques et dynamiques présentes chez les patients, lors d'un mouvement de saut, 7 mois après reconstruction du LCA. Les études conduites mettent en évidence des performances plus faibles et des asymétries plus importantes chez les patients, notamment pour le travail mécanique articulaire total. La jambe opérée présente des déficits au niveau du genou, de la hanche et de la cheville sur des paramètres tels que les amplitudes articulaires, les moments et puissances articulaires. Des altérations ont également été retrouvées sur la jambe non-opérée. Elles se traduisent par une modification des angles de la cheville, du genou, et un plus faible moment articulaire total. Dans un deuxième temps, nous nous sommes intéressés aux possibilités de prévention des ruptures du LCA chez les athlètes féminines. Nos résultats démontrent qu'il est possible de détecter et de diminuer les facteurs de risque neuromusculaires, dont le « valgus dynamique », tout en augmentant la performance de saut chez de jeunes basketteuses. En conclusion, l'amélioration des résultats après lésion du LCA requiert, dans le protocole de rééducation et le suivi des patients, une attention particulière à la qualité d'exécution des mouvements pluriarticulaires, sur chacun des deux membres inférieurs. En parallèle, la détection et la prise en charge des facteurs de risque neuromusculaires devraient être systématisées dans les pratiques ou les publics à risque afin de prévenir les ruptures du LCA / Surgical reconstruction is the common treatment after Anterior Cruciate Ligament (ACL) injury in athletes. It usually requires a long period of rehabilitation and the results in terms of return to sport and re-injury rates are not fully satisfactory. The present work has two aims: the enhancement of recovery after ACL tear and the prevention of initial injury. Firstly, we assessed the kinematic and kinetic alterations during a jump task in patients 7 months after ACL reconstruction. Our findings highlight both a lower jumping performance, and greater asymmetries in patients, particularly considering the total joint mechanical work. The operated leg presents deficits at the knee, hip and ankle joints on parameters such as joint range of motion, joint moments and powers. In addition, changes are also found on the non-operated leg, characterized by a modification of the knee and ankle joint angles, and by a lower total joint moment. Secondly, we focused on ACL injury prevention in female athletes. We determinate a way to detect and reduce the neuromuscular risk factors, including “dynamic valgus”, while increasing jumping performance in young basketball female players. In conclusion, maximizing the recovery after ACL tear requires, in the rehabilitation protocol and the patients follow-up, a particular emphasis on the quality of execution of multi-joint task, on each of both lower limbs. Moreover, the detection and management of the neuromuscular risk factors should be systematized in sports or public at risk in order to prevent ACL injury

La préhension modifiée après tétraplégie repose sur la ténodèse. Ses caractéristiques cinématiques sont : un transport poignet fléchi, étendant les doigts puis une saisie poignet étendu, fléchissant les doigts et produisant les prises palmaires et latérales passives. Les deux phases de la préhension sont réalisées successivement après tétraplégie contrairement au maintien du couplage des deux phases du sujet sain. Les caractéristiques cinématiques des autres mouvements du membre supérieur en chaîne cinétique ouverte sont la conservation des invariants de précision et d'économie pour la programmation des gestes malgré la réduction du nombre de degrés disponibles après tétraplégie mais au détriment d'une réduction de la vitesse d'exécution. Le temps de mouvement augmente probablement pour maintenir la précision finale ou consécutivement au déficit moteur. L'extension du coude sans triceps repose sur l'augmentation des mouvements des articulations proximales de l'épaule. Cependant cette compensation est incomplète comme l'atteste la réduction de l'espace de capture supérieur où le déficit moteur des muscles agonistes, synergiques stabilisateurs de la scapulothoracique et du coude mais également la raideur et les douleurs de l'épaule sont impliqués. L'imagerie motrice (i) améliore la préhension par ténodèse, (ii) conduit une plasticité d'adaptation, (iii) améliore qualité et structure temporelle de l'imagerie. Ainsi, la préhension gagne en reproductibilité avec une réduction de la variabilité du temps de mouvement. L'extension du poignet augmente lors de la saisie attestant le renforcement du mécanisme de compensation par ténodèse pour réaliser les prises. L'imagerie motrice favorise une plasticité cérébrale adaptative avec réduction des activations des cortex prémoteur et moteur primaire anormalement augmentées après tétraplégie. Enfin, les hauts scores de vivacité sont associés à une imagerie ralentie révélant un contrôle de la qualité de la représentation mentale au détriment de sa structure temporelle. Après imagerie, la qualité de la reconstruction mentale se renforce et la structure temporelle s'améliore / Tetraplegia alters active prehension which relies on tenodesis. Its kinematic characteristics are flexion of the wrist during transport and extension of the wrist during grasping eliciting lateral and palmar grips. Transport and grasping are two consecutive movements as opposed to healthy reach-to-grasp where transport and grasping are coupled. Others open chain upper limb movements showed that despite the degrees of freedom reduction, the central nervous system still plan movements using kinematic invariants like endmovements accuracy and movement economy but at the cost of velocity that decrease. The increase of movement time can be due to the requierement of endmovement accuracy, motor deficit like inability to generate cocontraction at the elbow level being due to triceps paralysis. Despite triceps brachii paralysis, shoulder movements trigger elbow extension. However, this compensation is incomplete as shown by the decrease of superior maximal reaching. This could be due to the deficit of agonist muscles along with proximal and distal synergic stabilizer, shoulder range of motion decrease and shoulder pain. Motor imagery results in (i) prehension improvement attesting that the compensation is strengthened (ii) cortical adaptive plasticity (iii) increase in quality and temporal structure of mental reconstruction. Thereby, consistency of prehension increases as shown by the reduction of movement time variability. Wrist extension increased during grasping attesting a strengthening of tenodesis compensatory mechanism to produce grips. Motor imagery elicited adaptive brain plasticity with reduction of premotor and primary motor cortex activations that are abnormally increased after tetraplegia. Finally, motor imagery control is based on movement quality to the detriment of temporal structure. In response to motor imagery, movement quality is further enhanced and temporal structure is improved. Thereby, prehension is improved in response to motor imagery. Thus, corrective and adaptive plasticity could be promoted

The Aim of the Study: The aim of this diploma thesis is to capture the change of clinical state of patients with spinal cord injury while watching videos of virtual reality fot three 3 months using ASIA assessment. The goal is to determine the effect of the change of clinical state on the patient's quality of life while using SQUALA and on their imagery ability (WIAQ) while a therapeutic video of virtual reality is regularly played through virtual reality headset. Methods: The research was conducted with 7 probands (n=7, 5 males, 2 females) aged between 31 and 61 years (the average age of 49,6 years), which regular visitors of Centrum Paraple, o. p. s. The propands who participated in research suffer with incomplete spinal lesion. Before any intervention the probands were assessed by ASIA, standardised assessment to estimate neurological level of spinal lesion by assigning the number of motor and sensitive points in each segment. The assessment was conducted by proffessional and specificly trained staff of Centrum Paraple, o. p. s. Furthermore the probands completed the psychological questionnaires to evaluate their quality of life (SQUALA) and imagery ability of the movement (WIAQ) in the pacient with spinal cord injury. As in the beginnig, so in the end of the research the ASIA was conducted once...