The aim of this thesis was to help elucidate the mechanisms that underlie age-related decline in visual selective attention and working memory (WM). Older and younger adults completed a behavioural WM task, after which electroencephalogram (EEG) was recorded as participants perform a localized attentional interference (LAI) task – competition/attentional interference was manipulated by systematically altering the distance between targets and distractors. Older adults showed impaired accuracy and reaction time on the WM and LAI tasks. Two event-related-potentials, indexing spatial attention (N2pc) and target processing (Ptc), displayed attenuated amplitude and increased latency in older adults. Thus, spatial selection, target enhancement and processing speed deficits may contribute to age-related attentional impairments. Furthermore, an unexpected component was found between the N2pc and Ptc in the older adult waveforms. Preliminary analyses suggest this may be the PD, implicated in distractor suppression, which may be differentially contributing to older and younger adults’ electrophysiology and attentional processing.

No description available.

Introdução: O considerável aumento da população idosa no Brasil e no mundo tem motivado pesquisas acerca da qualidade de vida do idoso. Distúrbios auditivos e a diminuição da capacidade de processar os sons são comuns no processo de envelhecimento, o que provoca dificuldades na compreensão de fala e na comunicação do idoso. A pesquisa do Processamento Auditivo (Central) em adultos e idosos pretende compreender as mudanças que ocorrem nas funções auditivas centrais durante o processo de envelhecimento, assim contribuindo para a melhor compreensão deste processo e facilitando a elaboração de estratégias para melhoria na comunicação destes indivíduos. Objetivo: Avaliar e comparar o desempenho de grupos de diferentes faixas etárias em testes logoaudiométricos, comportamentais do processamento auditivo (central) e eletrofisiológicos da audição. Método: O estudo analisa o desempenho de 131 adultos e idosos, com idade entre 50 e 79 anos, divididos em três grupos, compostos por três faixas etárias: G1 (50-59 anos) com 63 participantes, G2 (60-69 anos) com 47 participantes e G3 (70-79 anos) com 21 participantes, os quais realizaram testes logoaudiométricos (Limiar de Reconhecimento de Fala e Índice Percentual de Reconhecimento de Fala), comportamentais do Processamento Auditivo (Central) (Fala com Ruído Branco, Dicótico de Dígitos e Teste do Padrão de Frequência) e testes eletrofisiológicos da audição (PEATE e P300). Resultados: Os resultados mostram que houve diferença estatisticamente significante no desempenho dos grupos nas respostas dos testes do Limiar de Reconhecimento de Fala, Índice Percentual de Reconhecimento de Fala e Fala com Ruido Branco nas orelhas direita e esquerda e no teste Dicótico de Dígitos na orelha esquerda. Houve também diferença estatisticamente significante nos valores de latência das ondas I, III e V no PEATE na orelha direita e latência das ondas III e V no PEATE na orelha direita. Na análise dos resultados do teste Padrão de Frequência e P300 não houve diferença estatisticamente significante entre os grupos. Conclusões: O estudo mostra que com o processo de envelhecimento houve o aumento do Limiar de Reconhecimento de Fala nas orelhas direita e esquerda; a diminuição das porcentagens de acerto no teste de Índice Percentual de Reconhecimento de Fala e Fala com Ruído Branco nas orelhas direita e esquerda, e no teste Dicótico de Dígitos na orelha esquerda. Nos potenciais eletrofisiológicos, o envelhecimento provocou o aumento dos valores de latência do PEATE, nas ondas I, III e V na orelha direita, e III e V na orelha esquerda, e no P300 na orelha direita / Introduction: The considerable increase of the elderly population in Brazil and worldwide has motivated research on the quality of life of the elderly. Hearing disorders and the decrease in the ability to process sounds are common in the aging process, which provoke difficulties in speech comprehension and in the communication of the elderly. The research on central auditory processing in adults and elderly people aims at understanding the changes which occur in the central auditory functions during the aging process, thus contributing to the better understanding of the process and facilitating the development of strategies to improve these subjects\' communication.Objectives: To evaluate and compare the performance of groups of different ages in speech recognition and behavioral and electrophysiological evaluation of the central auditory system. Methods: The study analyses the performance of 131 adults and elderly people, ranging from 50 to 79 years of age, divided in three groups, formed by the age groups: G1 (50-59 years of age) with 63 members, G2 (60-69 years of age) with 47 members and G3 (70-79 years of age) with 21 members, who did speech audiometry (Speech Reception Threshold and Speech Recognition Test), behaviral evaluation of the central auditory process (Speech in Noise, Dichotic Digit Test and Pitch Pattern Sequence Test) and auditory electrophysiological tests (ABR and P300. Results: The results show that was a statistically significant difference in the performance of the groups on the Speech Recognition Threshold Test, Speech Recognition Test, and Speech in Noise Tests in the right and left ears and the Dichotic Digit Test in the left ear. There was also a statistically significant difference in the latency values of the I, III and V waves in the ABR of the right ear and Latency of the III and V waves in the ABR in the left ear and in the latency values of the 300 of the right ear. In the analysis of the Frequency Pattern Test and in the amplitude values P300 there was no significant difference in the groups\' performances. Conclusions: The study shows that, with the aging process, there was a decrease in the Speech Reception Threshold, Speech Recognitiontion Test and Speech in Noise in the right and left ears, and in the Dichotic Digit Test in the left ear. In the electrophysiological evaluation, the aging process led to an increase in the latency values of the ABR in the I, III and V waves in the right ear, and III and V in the left ear and in the latency of the P300 of the right ear

INTRODUÇÃO: O Autismo é um distúrbio que tem início na infância, cujas principais características são a presença de um desenvolvimento anormal ou prejudicado na interação social e comunicação, e um repertório restrito de atividades e interesses. Algumas teorias consideram o autismo como um distúrbio do desenvolvimento causado por uma alteração do sistema nervoso central, e salientam a presença do déficit cognitivo nessa população. Estudos demonstram também a presença de anormalidades eletrofisiológicas nos potenciais evocados auditivos de curta, média e longa latências. Considerando a importância da integridade do sistema auditivo periférico e central na aquisição e desenvolvimento de fala, linguagem e aprendizado, mostra-se imprescindível que anormalidades auditivas tanto periféricas como centrais sejam identificadas e tratadas em indivíduos autistas. OBJETIVO: caracterizar os achados das avaliações comportamentais, eletroacústicas e eletrofisiológicas da audição em indivíduos com autismo, bem como compará-los aos obtidos em indivíduos normais da mesma faixa etária. MÉTODOS: foram realizadas anamnese, audiometria tonal, logoaudiometria, medidas de imitância acústica, potencial evocado auditivo de tronco encefálico, potencial evocado auditivo de média latência e potencial cognitivo em 16 indivíduos com autismo (grupo pesquisa) e 25 normais (grupo controle), com idades entre oito e 20 anos. RESULTADOS: Na comparação entre os resultados normais e alterados (análise qualitativa), não foram encontradas alterações na avaliação comportamental da audição para os dois grupos. Na comparação dos resultados das avaliações comportamentais e eletroacústicas entre os grupos, não ocorreram diferenças estatisticamente significantes. O grupo controle apresentou alterações apenas no resultado do potencial evocado auditivo de média latência, sendo que o tipo de alteração mais freqüentemente encontrada foi ambas (efeito eletrodo e efeito orelha ocorrendo concomitantemente). O grupo pesquisa apresentou resultados alterados em todos os potenciais evocados auditivos, havendo diferença estatisticamente significante quando comparado ao grupo controle. Com relação aos tipos de alterações encontradas no grupo pesquisa, foi observada uma maior ocorrência de alteração em tronco encefálico baixo no potencial evocado auditivo de tronco encefálico, alteração do tipo ambas (efeito eletrodo e efeito orelha ocorrendo concomitantemente) no potencial evocado auditivo de média latência e ausência de resposta no potencial cognitivo. Na análise quantitativa dos resultados dos potenciais evocados auditivos, verificou-se que apenas para o potencial evocado auditivo de tronco encefálico ocorreu diferença estatisticamente significante entre os grupos, com relação às latências das ondas III e V e interpicos I-III e I-V. CONCLUSÃO: Indivíduos com autismo não apresentam alterações nas avaliações comportamentais e eletroacústicas da audição, e apresentam alterações nos potenciais evocados auditivos de tronco encefálico e potencial cognitivo, sugerindo comprometimento da via auditiva em tronco encefálico e regiões corticais. / INTRODUCTION: Autism is a disorder, which begins in the infancy, and the main characteristics are the presence of an abnormal or impaired development of social interaction and communication, and restrict range of activities and interest. Some theories consider autism as a developmental disorder caused by a central nervous system alteration, and stress the presence of a cognitive deficit in this population. Studies also demonstrate the presence of electrophysiological abnormalities in the auditory evoked potentials of short middle and long latencies. Considering the importance of the peripheral and central auditory system integrity for the speech and language acquisition and development and for learning, it becomes important to identify and treat hearing abnormalities, either peripheral or central, in autistic individuals. AIM: to characterize the findings of behavioral, electroacoustic and electrophysiological assessments of autistic individuals, as well as to compare those findings with the ones of normal individuals of the same age. METHOD: 16 individuals with autism (study group) and 25 normal ones (control group), ranging in age from eight and 20 years underwent anamnesis, pure tone audiometry, speech audiometry, acoustic immitance measures, brainstem auditory evoked potential, middle latency response and cognitive potential. RESULTS: Comparing the normal and altered results (qualitative analysis), no alterations were found in the behavioral assessment of hearing in both groups. Comparing the results of the behavioral and electroacoustic evaluations between the two groups, there were no statistical differences. The control group presented altered results only in the middle latency auditory evoked potential and the most common type of alteration was both electrode effect and ear effect occurring simultaneously. The study group presented altered results in all auditory evoked potentials with a significant statistical difference when compared to the control group. Concerning the types of alterations found in the study group it was verified higher occurrence of lower brainstem alteration in the brainstem auditory evoked potential, both electrode and ear effect occurring simultaneously in the middle latency auditory evoked potential, and absence of response in the cognitive potential. The quantitative analysis of the auditory evoked potentials results showed a significant statistical difference between the groups only in the brainstem auditory evoked potential, concerning the latencies of waves III and V and interpeaks I-III and I-V. CONCLUSION: autistic individuals do not present altered behavioral and electroacoustic evaluations, and present altered brainstem auditory evoked potential and cognitive potential, suggesting prejudice in the brainstem auditory pathway and cortical regions.

Introdução: A atresia congênita de orelha constitui uma deformidade presente ao nascimento, de prevalência unilateral, decorrente da alteração no desenvolvimento das estruturas das orelhas externa e média. Geralmente, provoca perda auditiva condutiva, e pode ser acompanhada por componente sensorioneural. Dentre as formas de tratamento disponíveis, encontra-se o implante de orelha média Vibrant Soundbridge (VSB), que tem se mostrado eficaz no tratamento deste tipo de alteração. A literatura mostra melhora nos limiares tonais e nos resultados dos testes de percepção auditiva da fala, realizados com o uso do processador de fala após a cirurgia. Considerando que os indivíduos com este tipo de malformação podem passar por um período de privação sensorial auditiva anterior à reabilitação, torna-se interessante avaliar o estágio maturacional das estruturas auditivas corticais e o processamento das informações auditivas em nível central, bem como, verificar o benefício da indicação do VSB unilateral em situação de escuta difícil. Não foram encontrados estudos que abordam este aspecto e o emprego dos potenciais evocados auditivos corticais (PEAC) e do P300 em usuários de VSB. Objetivo: Analisar o impacto da perda auditiva condutiva e mista nos PEAC e P300 em usuários de VSB unilateral, com atresia de orelha bilateral, e verificar as habilidades auditivas, em situação de escuta difícil, considerando a indicação do VSB unilateral. Casuística e método: Vinte indivíduos, divididos em dois grupos, pareados em idade, sexo e grau de escolaridade. G1: dez indivíduos com perda auditiva condutiva ou mista bilateral, usuários de VSB unilateral, atendidos na Instituição de realização da pesquisa. Todos fizeram uso de aparelhos auditivos convencionais antes do VSB. G2: Dez indivíduos normo-ouvintes. Realização de audiometria em campo livre com o uso do VSB (apenas o G1), avaliação das habilidades auditivas pelo Hearing in Noise Test, pesquisa dos componentes P1, N1, P2, N2 e P300, em campo calibrado. Resultados: A média dos limiares tonais nas frequências de 500 a 3000 Hz, de 20 a 36 dB NA, mostrou que o VSB possibilitou o acesso aos sons da fala. Não foi observada diferença estatisticamente significante entre os valores de latência dos PEAC e P300 entre os grupos. Foi observada diferença estatisticamente significante entre o limiar de reconhecimento de sentenças e a relação sinal/ruído entre os grupos, sendo os melhores resultados apresentados pelo G2. Conclusão: Indivíduos com atresia de orelha e perda auditiva condutiva ou mista bilateral, quando adequadamente reabilitados, podem atingir a maturação das vias auditivas centrais e o processamento da informação auditiva em nível cortical. As habilidades de reconhecimento auditivo, sem e com ruído competitivo, mostraram-se defasadas quanto à normalidade, apontando para a indicação do VSB bilateral / Introduction: Congenital aural atresia is a congenital deformity. It is unilaterally prevalent due to alterations in the development of the external and middle ear structures. Congenital aural atresia causes conductive hearing loss and can be accompanied by sensorineural component. Among the available forms of treatment is the middle ear implant, Vibrant Soundbridge (VSB), which has been shown to be effective in treating this type of alteration. The literature shows improvement in tonal thresholds and in the results of tests of auditory perception of speech that were performed using the speech processor after surgery. Individuals with this type of malformation often experience a period of auditory sensory deprivation prior to rehabilitation. Hence, it is important to evaluate the maturation stage of the cortical auditory structures, the processing of auditory information at the central level, and to verify the benefit of unilateral VSB in difficult listening situations. There are no previous data on this aspect and with the use of cortical auditory evoked potentials (CAEP) and event-related potential (P300) in users of VSB. Aim: To analyze the impact of conductive and mixed hearing loss on CAEP and P300 in unilateral VSB users with bilateral ear atresia. To verify the auditory abilities in a difficult listening situation considering the indication for unilateral VSB. Materials and methods: Twenty individuals were divided into two groups matched for age, sex, and educational level. G1 comprised ten individuals with bilateral conductive or mixed hearing loss and users of unilateral VSB, who visited the research institution. All subjects used conventional hearing aids prior to VSB. G2 comprised ten normal hearing individuals. Audiometry in the free field was performed with the use of VSB (G1 only) and evaluation of hearing skills by the Hearing in Noise Test was conducted; components P1, N1, P2, N2, and P300 in a calibrated field were recorded. Results: Evaluation of the mean tonal thresholds in the frequencies between 500 and 3000 Hz, from 20 to 36 dB HL, demonstrated that VSB allowed access to speech sounds. There was no statistically significant difference in the CAEP and P300 latency values between the two groups. A statistically significant difference was observed in the sentence recognition threshold and the signal-to-noise ratio between the groups, with best results presented by G2. Conclusion: Individuals with congenital aural atresia and bilateral conductive or mixed hearing loss may reach maturation of the central auditory pathway and achieve adequate processing of auditory information at the cortical level, when rehabilitated. The auditory recognition skills, with and without competitive noise, were shown to be out of phase with normality, indicating the need for a bilateral VSB

Predictive coding theorizes the capacity of neural structures to form predictions about forthcoming sensory events based on previous sensory input. This concept increasingly gains attention within experimental psychology and cognitive neuroscience. In auditory research, predictive coding has become a useful model that elegantly explains different aspects of auditory sensory processing and auditory perception. Many of these aspects are backed up by experimental evidence. However, certain fundamental features of predictive auditory processing have not been addressed so far by experimental investigations, like correlates of neural predictions that show up before the onset of an expected event. Four experiments were designed to investigate the proposed mechanism under more realistic conditions as compared to previous studies by manipulating different aspects of predictive (un)certainty, thereby examining the ecological validity of predictive processing in audition. Moreover, predictive certainty was manipulated gradually across five conditions from unpredictable to fully predictable in linearly increasing steps which drastically decreases the risk of discovering incidental findings. The results obtained from the conducted experiments partly confirm the results from previous studies by demonstrating effects of predictive certainty on ERPs in response to omissions of potentially predictable stimuli. Furthermore, results partly suggest that the auditory system actively engages in stimulus predictions in a literal sense as evidenced by gradual modulations of pre-stimulus ERPs associated with different degrees of predictive certainty. However, the current results remain inconsistent because the observed effects were relatively small and could not consistently be replicated in all follow-up experiments. The observed effects could be regained after accumulating the data across all experiments in order to increase statistical power. However, certain questions remain unanswered regarding a valid interpretation of the results in terms of predictive coding. Based on the current state of results, recommendations for future investigations are provided at the end of the current thesis in order to improve certain methodological aspects of investigating predictive coding in audition, including considerations on the design of experiments, possible suitable measures to investigate predictive coding in audition, recommendations for data acquisition and data analysis as well as recommendations for publication of results.

Brain-computer interfaces (BCI) have been used to control the gait of a virtual self-avatar with the aim of being used in gait rehabilitation. A BCI decodes the brain signals representing a desire to do something and transforms them into a control command for controlling external devices. The feelings described by the participants when they control a self-avatar in an immersive virtual environment (VE) demonstrate that humans can be embodied in the surrogate body of an avatar (ownership illusion). It has recently been shown that inducing the ownership illusion and then manipulating the movements of one’s self-avatar can lead to compensatory motor control strategies. In order to maximize this effect, there is a need for a method that measures and monitors embodiment levels of participants immersed in virtual reality (VR) to induce and maintain a strong ownership illusion. This is particularly true given that reaching a high level of both BCI performance and embodiment are inter-connected. To reach one of them, the second must be reached as well. Some limitations of many existing systems hinder their adoption for neurorehabilitation: 1- some use motor imagery (MI) of movements other than gait; 2- most systems allow the user to take single steps or to walk but do not allow both, which prevents users from progressing from steps to gait; 3- most of them function in a single BCI mode (cue-paced or self-paced), which prevents users from progressing from machine-dependent to machine-independent walking. Overcoming the aforementioned limitations can be done by combining different control modes and options in one single system. However, this would have a negative impact on BCI performance, therefore diminishing its usefulness as a potential rehabilitation tool. In this case, there will be a need to enhance BCI performance. For such purpose, many techniques have been used in the literature, such as providing modified feedback (whereby the presented feedback is not consistent with the user’s MI), sequential training (recalibrating the classifier as more data becomes available). This thesis was developed over 3 studies. The objective in study 1 was to investigate the possibility of measuring the level of embodiment of an immersive self-avatar, during the performing, observing and imagining of gait, using electroencephalogram (EEG) techniques, by presenting visual feedback that conflicts with the desired movement of embodied participants. The objective of study 2 was to develop and validate a BCI to control single steps and forward walking of an immersive virtual reality (VR) self-avatar, using mental imagery of these actions, in cue-paced and self-paced modes. Different performance enhancement strategies were implemented to increase BCI performance. The data of these two studies were then used in study 3 to construct a generic classifier that could eliminate offline calibration for future users and shorten training time. Twenty different healthy participants took part in studies 1 and 2. In study 1, participants wore an EEG cap and motion capture markers, with an avatar displayed in a head-mounted display (HMD) from a first-person perspective (1PP). They were cued to either perform, watch or imagine a single step forward or to initiate walking on a treadmill. For some of the trials, the avatar took a step with the contralateral limb or stopped walking before the participant stopped (modified feedback). In study 2, participants completed a 4-day sequential training to control the gait of an avatar in both BCI modes. In cue-paced mode, they were cued to imagine a single step forward, using their right or left foot, or to walk forward. In the self-paced mode, they were instructed to reach a target using the MI of multiple steps (switch control mode) or maintaining the MI of forward walking (continuous control mode). The avatar moved as a response to two calibrated regularized linear discriminant analysis (RLDA) classifiers that used the μ power spectral density (PSD) over the foot area of the motor cortex as features. The classifiers were retrained after every session. During the training, and for some of the trials, positive modified feedback was presented to half of the participants, where the avatar moved correctly regardless of the participant’s real performance. In both studies, the participants’ subjective experience was analyzed using a questionnaire. Results of study 1 show that subjective levels of embodiment correlate strongly with the power differences of the event-related synchronization (ERS) within the μ frequency band, and over the motor and pre-motor cortices between the modified and regular feedback trials. Results of study 2 show that all participants were able to operate the cued-paced BCI and the selfpaced BCI in both modes. For the cue-paced BCI, the average offline performance (classification rate) on day 1 was 67±6.1% and 86±6.1% on day 3, showing that the recalibration of the classifiers enhanced the offline performance of the BCI (p < 0.01). The average online performance was 85.9±8.4% for the modified feedback group (77-97%) versus 75% for the non-modified feedback group. For self-paced BCI, the average performance was 83% at switch control and 92% at continuous control mode, with a maximum of 12 seconds of control. Modified feedback enhanced BCI performances (p =0.001). Finally, results of study 3 show that the constructed generic models performed as well as models obtained from participant-specific offline data. The results show that there it is possible to design a participant-independent zero-training BCI. / Les interfaces cerveau-ordinateur (ICO) ont été utilisées pour contrôler la marche d'un égo-avatar virtuel dans le but d'être utilisées dans la réadaptation de la marche. Une ICO décode les signaux du cerveau représentant un désir de faire produire un mouvement et les transforme en une commande de contrôle pour contrôler des appareils externes. Les sentiments décrits par les participants lorsqu'ils contrôlent un égo-avatar dans un environnement virtuel immersif démontrent que les humains peuvent être incarnés dans un corps d'un avatar (illusion de propriété). Il a été récemment démontré que provoquer l’illusion de propriété puis manipuler les mouvements de l’égo-avatar peut conduire à des stratégies de contrôle moteur compensatoire. Afin de maximiser cet effet, il existe un besoin d'une méthode qui mesure et surveille les niveaux d’incarnation des participants immergés dans la réalité virtuelle (RV) pour induire et maintenir une forte illusion de propriété. D'autre part, atteindre un niveau élevé de performances (taux de classification) ICO et d’incarnation est interconnecté. Pour atteindre l'un d'eux, le second doit également être atteint. Certaines limitations de plusieurs de ces systèmes entravent leur adoption pour la neuroréhabilitation: 1- certains utilisent l'imagerie motrice (IM) des mouvements autres que la marche; 2- la plupart des systèmes permettent à l'utilisateur de faire des pas simples ou de marcher mais pas les deux, ce qui ne permet pas à un utilisateur de passer des pas à la marche; 3- la plupart fonctionnent en un seul mode d’ICO, rythmé (cue-paced) ou auto-rythmé (self-paced). Surmonter les limitations susmentionnées peut être fait en combinant différents modes et options de commande dans un seul système. Cependant, cela aurait un impact négatif sur les performances de l’ICO, diminuant ainsi son utilité en tant qu'outil potentiel de réhabilitation. Dans ce cas, il sera nécessaire d'améliorer les performances des ICO. À cette fin, de nombreuses techniques ont été utilisées dans la littérature, telles que la rétroaction modifiée, le recalibrage du classificateur et l'utilisation d'un classificateur générique. Le projet de cette thèse a été réalisé en 3 études, avec objectif d'étudier dans l'étude 1, la possibilité de mesurer le niveau d'incarnation d'un égo-avatar immersif, lors de l'exécution, de l'observation et de l'imagination de la marche, à l'aide des techniques encéphalogramme (EEG), en présentant une rétroaction visuelle qui entre en conflit avec la commande du contrôle moteur des sujets incarnés. L'objectif de l'étude 2 était de développer un BCI pour contrôler les pas et la marche vers l’avant d'un égo-avatar dans la réalité virtuelle immersive, en utilisant l'imagerie motrice de ces actions, dans des modes rythmés et auto-rythmés. Différentes stratégies d'amélioration des performances ont été mises en œuvre pour augmenter la performance (taux de classification) de l’ICO. Les données de ces deux études ont ensuite été utilisées dans l'étude 3 pour construire des classificateurs génériques qui pourraient éliminer la calibration hors ligne pour les futurs utilisateurs et raccourcir le temps de formation. Vingt participants sains différents ont participé aux études 1 et 2. Dans l'étude 1, les participants portaient un casque EEG et des marqueurs de capture de mouvement, avec un avatar affiché dans un casque de RV du point de vue de la première personne (1PP). Ils ont été invités à performer, à regarder ou à imaginer un seul pas en avant ou la marche vers l’avant (pour quelques secondes) sur le tapis roulant. Pour certains essais, l'avatar a fait un pas avec le membre controlatéral ou a arrêté de marcher avant que le participant ne s'arrête (rétroaction modifiée). Dans l'étude 2, les participants ont participé à un entrainement séquentiel de 4 jours pour contrôler la marche d'un avatar dans les deux modes de l’ICO. En mode rythmé, ils ont imaginé un seul pas en avant, en utilisant leur pied droit ou gauche, ou la marche vers l’avant . En mode auto-rythmé, il leur a été demandé d'atteindre une cible en utilisant l'imagerie motrice (IM) de plusieurs pas (mode de contrôle intermittent) ou en maintenir l'IM de marche vers l’avant (mode de contrôle continu). L'avatar s'est déplacé en réponse à deux classificateurs ‘Regularized Linear Discriminant Analysis’ (RLDA) calibrés qui utilisaient comme caractéristiques la densité spectrale de puissance (Power Spectral Density; PSD) des bandes de fréquences µ (8-12 Hz) sur la zone du pied du cortex moteur. Les classificateurs ont été recalibrés après chaque session. Au cours de l’entrainement et pour certains des essais, une rétroaction modifiée positive a été présentée à la moitié des participants, où l'avatar s'est déplacé correctement quelle que soit la performance réelle du participant. Dans les deux études, l'expérience subjective des participants a été analysée à l'aide d'un questionnaire. Les résultats de l'étude 1 montrent que les niveaux subjectifs d’incarnation sont fortement corrélés à la différence de la puissance de la synchronisation liée à l’événement (Event-Related Synchronization; ERS) sur la bande de fréquence μ et sur le cortex moteur et prémoteur entre les essais de rétroaction modifiés et réguliers. L'étude 2 a montré que tous les participants étaient capables d’utiliser le BCI rythmé et auto-rythmé dans les deux modes. Pour le BCI rythmé, la performance hors ligne moyenne au jour 1 était de 67±6,1% et 86±6,1% au jour 3, ce qui montre que le recalibrage des classificateurs a amélioré la performance hors ligne du BCI (p <0,01). La performance en ligne moyenne était de 85,9±8,4% pour le groupe de rétroaction modifié (77-97%) contre 75% pour le groupe de rétroaction non modifié. Pour le BCI auto-rythmé, la performance moyenne était de 83% en commande de commutateur et de 92% en mode de commande continue, avec un maximum de 12 secondes de commande. Les performances de l’ICO ont été améliorées par la rétroaction modifiée (p = 0,001). Enfin, les résultats de l'étude 3 montrent que pour la classification des initialisations des pas et de la marche, il a été possible de construire des modèles génériques à partir de données hors ligne spécifiques aux participants. Les résultats montrent la possibilité de concevoir une ICO ne nécessitant aucun entraînement spécifique au participant.

Predictive coding theorizes the capacity of neural structures to form predictions about forthcoming sensory events based on previous sensory input. This concept increasingly gains attention within experimental psychology and cognitive neuroscience. In auditory research, predictive coding has become a useful model that elegantly explains different aspects of auditory sensory processing and auditory perception. Many of these aspects are backed up by experimental evidence. However, certain fundamental features of predictive auditory processing have not been addressed so far by experimental investigations, like correlates of neural predictions that show up before the onset of an expected event. Four experiments were designed to investigate the proposed mechanism under more realistic conditions as compared to previous studies by manipulating different aspects of predictive (un)certainty, thereby examining the ecological validity of predictive processing in audition. Moreover, predictive certainty was manipulated gradually across five conditions from unpredictable to fully predictable in linearly increasing steps which drastically decreases the risk of discovering incidental findings. The results obtained from the conducted experiments partly confirm the results from previous studies by demonstrating effects of predictive certainty on ERPs in response to omissions of potentially predictable stimuli. Furthermore, results partly suggest that the auditory system actively engages in stimulus predictions in a literal sense as evidenced by gradual modulations of pre-stimulus ERPs associated with different degrees of predictive certainty. However, the current results remain inconsistent because the observed effects were relatively small and could not consistently be replicated in all follow-up experiments. The observed effects could be regained after accumulating the data across all experiments in order to increase statistical power. However, certain questions remain unanswered regarding a valid interpretation of the results in terms of predictive coding. Based on the current state of results, recommendations for future investigations are provided at the end of the current thesis in order to improve certain methodological aspects of investigating predictive coding in audition, including considerations on the design of experiments, possible suitable measures to investigate predictive coding in audition, recommendations for data acquisition and data analysis as well as recommendations for publication of results.:1. Introduction ... 5 1.1 An introduction to predictive coding theory ... 9 1.2 Predictive coding in audition ... 11 1.3 Electrophysiological correlates of predictive auditory processing ... 14 1.4 Limitations of previous research and aims of the thesis ... 21 2. Traditional correlates of auditory prediction ... 24 2.1 Experiment 1: Reliability of auditory predictions ... 25 2.2 Experiment 2: Accuracy of auditory predictions ... 39 3. Pre-stimulus correlates of auditory prediction ...47 3.1 Pre-stimulus effects in Experiment 1 and 2 ... 48 3.2 Experiment 3: Temporal dynamics of auditory prediction ... 56 3.3 Experiment 4: The influence of omissions on stimulus processing ... 64 4 Results across experiments ... 74 4.1 Methods ... 76 4.2 Results ... 80 4.3 Discussion ... 82 5. General Discussion ... 87 5.1 Implications for current research ... 89 5.2 Recommendations for future investigations ... 93 5.3 Future prospects ... 101 5.4 Conclusion ... 104 References ...106 Appendix ... 116

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<p dir="ltr">Past research has extensively explored the benefits of acute aerobic exercise (AE) on memory and executive functions. Additionally, the cross-sectional relationship between muscle strength – a direct outcome of RE – and cognition is unknown, despite the simultaneous onset of muscle and cognitive decline in one’s thirties. However, the effects of acute resistance exercise (RE) on cognition remain understudied, despite the growing popularity of RE and evidence that RE may have distinct effects on cognition.. Therefore, the present study aimed to broaden our understanding of the connection between muscle strength and hippocampal-dependent memory and to investigate the influence of RE on memory and executive function.</p><p dir="ltr">A sample of 125 healthy young adults (18-50 years old) completed this study. On the first day of testing, subjects completed a cognitive battery testing aspects of hippocampal dependent memory, spatial abilities, and working memory, a maximal muscle strength testing session including handgrip strength and one-rep-max testing, and maximal aerobic capacity testing. Subjects completed a bioelectrical impedance assessment (BIA) body scan to measure body composition on Day 2. Day 3 consisted of a randomized controlled trial (RCT), where subjects completed either 42 minute moderate intensity RE (n = 62) or a seated rest (n = 61). Cognitive testing including a memory recognition task, an inhibitory control task, and a working memory task were performed both before and after the intervention. Subjects also completed lactate, blood pressure, and blood draw (only a subset of subjects (n = 59)) before and after intervention.</p><p dir="ltr">The results first revealed that after controlling for known covariates, those with greater handgrip strength performed better on mental rotation tasks (t = 2.14, p = 0.04, Δr2= 0.04), while those with higher upper-body relative strength did better on recognition (t = 2.78, p = 0.01, Δr2 = 0.06) and pattern separation (t = 2.03, p = 0.04, Δr2= 0.04) tasks. Further, while there was no acute effect of RE on memory performance, response times during measures of inhibitory control (t = 4.15, p < 0.01, d = 0.40) and working memory decreased after exercise (t = 7.01, p < 0.01, d = 0.46), along with decreases in P3 latency during the inhibitory control task (t =-5.99, p < 0.01, d = 0.58). Additionally, blood lactate (t =-17.18, p < 0.01, d = 2.06), serum brain derived neurotropic factor (BDNF) (t = -4.17, p < 0.01, d = 0.66), and systolic blood pressure (t = -10.58, p < 0.01, d = 0.99) all increased following RE, while diastolic blood pressure (t = 4.90, p < 0.01,d = 0.50) decreased. Notably, the change in systolic blood pressure (t = -2.83, p = 0.01, Δr2 = 0.06) was associated with improvements in behavioral measures of inhibitory control, changes in lactate (t = -2.26, p = 0.03, Δr2 = 0.04) and systolic blood pressure (t = -3.30, p < 0.01, Δr2 = 0.08) were also related to improved behavioral changes in working memory, and changes in lactate (t = -3.31, p < 0.01, Δr2= 0.08) and BDNF (t = -2.12, p = 0.04, Δr2= 0.08) related to faster P3 latency during inhibitory control. Importantly, these associations between physiological and cognitive changes were consistent across both exercise and rest groups, suggesting that physiological changes were linked to improved cognitive performance regardless of group assignment.</p><p dir="ltr">In conclusion, this study highlights the positive relationships between cross-sectional muscle strength and aspects of memory and spatial abilities, with distinct contributions from handgrip and upper body strength. Furthermore, acute RE was shown to enhance executive functions, particularly in terms of processing speed during inhibitory control (response time and P3 latency) and working memory (response time). This study suggests that RE can be a valid way to garner exercise-induced benefits on executive functions potentially through its influence on lactate, BDNF, and blood pressure, however, since these effects were evident regardless of intervention, more work is needed to determine if RE-induced changes have the same mechanisms. Overall, these findings underscore the potential benefits of muscle strength and RE on enhancing executive function in young and middle-aged adults.</p>