TY - JOUR A1 - Gebel, Arnd A1 - Lehmann, Tim A1 - Granacher, Urs T1 - Balance task difficulty affects postural sway and cortical activity in healthy adolescents JF - Experimental brain research N2 - Electroencephalographic (EEG) research indicates changes in adults' low frequency bands of frontoparietal brain areas executing different balance tasks with increasing postural demands. However, this issue is unsolved for adolescents when performing the same balance task with increasing difficulty. Therefore, we examined the effects of a progressively increasing balance task difficulty on balance performance and brain activity in adolescents. Thirteen healthy adolescents aged 16-17 year performed tests in bipedal upright stance on a balance board with six progressively increasing levels of task difficulty. Postural sway and cortical activity were recorded simultaneously using a pressure sensitive measuring system and EEG. The power spectrum was analyzed for theta (4-7 Hz) and alpha-2 (10-12 Hz) frequency bands in pre-defined frontal, central, and parietal clusters of electrocortical sources. Repeated measures analysis of variance (rmANOVA) showed a significant main effect of task difficulty for postural sway (p < 0.001; d = 6.36). Concomitantly, the power spectrum changed in frontal, bilateral central, and bilateral parietal clusters. RmANOVAs revealed significant main effects of task difficulty for theta band power in the frontal (p < 0.001, d = 1.80) and both central clusters (left: p < 0.001, d = 1.49; right: p < 0.001, d = 1.42) as well as for alpha-2 band power in both parietal clusters (left: p < 0.001, d = 1.39; right: p < 0.001, d = 1.05) and in the central right cluster (p = 0.005, d = 0.92). Increases in theta band power (frontal, central) and decreases in alpha-2 power (central, parietal) with increasing balance task difficulty may reflect increased attentional processes and/or error monitoring as well as increased sensory information processing due to increasing postural demands. In general, our findings are mostly in agreement with studies conducted in adults. Similar to adult studies, our data with adolescents indicated the involvement of frontoparietal brain areas in the regulation of postural control. In addition, we detected that activity of selected brain areas (e.g., bilateral central) changed with increasing postural demands. KW - balance KW - postural control KW - EEG KW - Theta KW - Alpha-2 KW - ICA KW - youth Y1 - 2020 U6 - https://doi.org/10.1007/s00221-020-05810-1 SN - 0014-4819 SN - 1432-1106 VL - 238 IS - 5 SP - 1323 EP - 1333 PB - Springer CY - New York ER - TY - JOUR A1 - Bürki-Foschini, Audrey Damaris A1 - Viebahn, Malte Clemens A1 - Gafos, Adamantios I. T1 - Plasticity and transfer in the sound system BT - exposure to syllables in production or perception changes their subsequent production JF - Language, cognition and neuroscience N2 - This study focuses on the ability of the adult sound system to reorganise as a result of experience. Participants were exposed to existing and novel syllables in either a listening task or a production task over the course of two days. On the third day, they named disyllabic pseudowords while their electroencephalogram was recorded. The first syllable of these pseudowords had either been trained in the auditory modality, trained in production or had not been trained. The EEG response differed between existing and novel syllables for untrained but not for trained syllables, indicating that training novel sound sequences modifies the processes involved in the production of these sequences to make them more similar to those underlying the production of existing sound sequences. Effects of training on the EEG response were observed both after production training and mere auditory exposure. KW - Language production KW - EEG KW - syllables KW - phonetic encoding KW - transfer Y1 - 2020 U6 - https://doi.org/10.1080/23273798.2020.1782445 SN - 2327-3798 SN - 2327-3801 VL - 35 IS - 10 SP - 1371 EP - 1393 PB - Routledge, Taylor & Francis Group CY - Abingdon ER - TY - JOUR A1 - Patzwald, Christiane A1 - Matthes, Daniel A1 - Elsner, Birgit T1 - Eighteen-month-olds integrate verbal cues into their action processing BT - evidence from ERPs and mu power JF - Infant behavior & development : an international and interdisciplinary journal N2 - Behavioral research has shown that infants use both behavioral cues and verbal cues when processing the goals of others' actions. For instance, 18-month-olds selectively imitate an observed goal-directed action depending on its (in)congruence with a model's previous verbal announcement of a desired action goal. This EEG-study analyzed the electrophysiological underpinnings of these behavioral findings on the two functional levels of conceptual action processing and motor activation. Mid-latency mean negative ERP amplitude and mu-frequency band power were analyzed while 18-month-olds (N = 38) watched videos of an adult who performed one out of two potential actions on a novel object. In a within-subjects design, the action demonstration was preceded by either a congruent or an incongruent verbally announced action goal (e.g., "up" or "down" and upward movement). Overall, ERP negativity did not differ between conditions, but a closer inspection revealed that in two subgroups, about half of the infants showed a broadly distributed increased mid-latency ERP negativity (indicating enhanced conceptual action processing) for either the congruent or the incongruent stimuli, respectively. As expected, mu power at sensorimotor sites was reduced (indicating enhanced motor activation) for congruent relative to incongruent stimuli in the entire sample. Both EEG correlates were related to infants' language skills. Hence, 18-month-olds integrate action-goal-related verbal cues into their processing of others' actions, at the functional levels of both conceptual processing and motor activation. Further, cue integration when inferring others' action goals is related to infants' language proficiency. KW - EEG KW - infancy KW - social cues KW - verbs KW - action processing KW - social learning KW - event-related potentials (ERPs) KW - Mu power KW - motor activation Y1 - 2020 U6 - https://doi.org/10.1016/j.infbeh.2019.101414 SN - 0163-6383 SN - 1879-0453 VL - 58 PB - Elsevier CY - New York ER - TY - GEN A1 - Gebel, Arnd A1 - Busch, Aglaja A1 - Stelzel, Christine A1 - Hortobágyi, Tibor A1 - Granacher, Urs T1 - Effects of Physical and Mental Fatigue on Postural Sway and Cortical Activity in Healthy Young Adults T2 - Zweitveröffentlichungen der Universität Potsdam : Humanwissenschaftliche Reihe N2 - Physical fatigue (PF) negatively affects postural control, resulting in impaired balance performance in young and older adults. Similar effects on postural control can be observed for mental fatigue (MF) mainly in older adults. Controversial results exist for young adults. There is a void in the literature on the effects of fatigue on balance and cortical activity. Therefore, this study aimed to examine the acute effects of PF and MF on postural sway and cortical activity. Fifteen healthy young adults aged 28 ± 3 years participated in this study. MF and PF protocols comprising of an all-out repeated sit-to-stand task and a computer-based attention network test, respectively, were applied in random order. Pre and post fatigue, cortical activity and postural sway (i.e., center of pressure displacements [CoPd], velocity [CoPv], and CoP variability [CV CoPd, CV CoPv]) were tested during a challenging bipedal balance board task. Absolute spectral power was calculated for theta (4–7.5 Hz), alpha-2 (10.5–12.5 Hz), beta-1 (13–18 Hz), and beta-2 (18.5–25 Hz) in frontal, central, and parietal regions of interest (ROI) and baseline-normalized. Inference statistics revealed a significant time-by-fatigue interaction for CoPd (p = 0.009, d = 0.39, Δ 9.2%) and CoPv (p = 0.009, d = 0.36, Δ 9.2%), and a significant main effect of time for CoP variability (CV CoPd: p = 0.001, d = 0.84; CV CoPv: p = 0.05, d = 0.62). Post hoc analyses showed a significant increase in CoPd (p = 0.002, d = 1.03) and CoPv (p = 0.003, d = 1.03) following PF but not MF. For cortical activity, a significant time-by-fatigue interaction was found for relative alpha-2 power in parietal (p < 0.001, d = 0.06) areas. Post hoc tests indicated larger alpha-2 power increases after PF (p < 0.001, d = 1.69, Δ 3.9%) compared to MF (p = 0.001, d = 1.03, Δ 2.5%). In addition, changes in parietal alpha-2 power and measures of postural sway did not correlate significantly, irrespective of the applied fatigue protocol. No significant changes were found for the other frequency bands, irrespective of the fatigue protocol and ROI under investigation. Thus, the applied PF protocol resulted in increased postural sway (CoPd and CoPv) and CoP variability accompanied by enhanced alpha-2 power in the parietal ROI while MF led to increased CoP variability and alpha-2 power in our sample of young adults. Potential underlying cortical mechanisms responsible for the greater increase in parietal alpha-2 power after PF were discussed but could not be clearly identified as cause. Therefore, further future research is needed to decipher alternative interpretations. T3 - Zweitveröffentlichungen der Universität Potsdam : Humanwissenschaftliche Reihe - 793 KW - balance KW - cognitive/muscular fatigue KW - EEG KW - theta KW - alpha-2 Y1 - 2022 U6 - http://nbn-resolving.de/urn/resolver.pl?urn:nbn:de:kobv:517-opus4-564419 SN - 1866-8364 SP - 1 EP - 14 PB - Universitätsverlag Potsdam CY - Potsdam ER - TY - JOUR A1 - Gebel, Arnd A1 - Busch, Aglaja A1 - Stelzel, Christine A1 - Hortobágyi, Tibor A1 - Granacher, Urs T1 - Effects of Physical and Mental Fatigue on Postural Sway and Cortical Activity in Healthy Young Adults JF - Frontiers in Human Neuroscience N2 - Physical fatigue (PF) negatively affects postural control, resulting in impaired balance performance in young and older adults. Similar effects on postural control can be observed for mental fatigue (MF) mainly in older adults. Controversial results exist for young adults. There is a void in the literature on the effects of fatigue on balance and cortical activity. Therefore, this study aimed to examine the acute effects of PF and MF on postural sway and cortical activity. Fifteen healthy young adults aged 28 ± 3 years participated in this study. MF and PF protocols comprising of an all-out repeated sit-to-stand task and a computer-based attention network test, respectively, were applied in random order. Pre and post fatigue, cortical activity and postural sway (i.e., center of pressure displacements [CoPd], velocity [CoPv], and CoP variability [CV CoPd, CV CoPv]) were tested during a challenging bipedal balance board task. Absolute spectral power was calculated for theta (4–7.5 Hz), alpha-2 (10.5–12.5 Hz), beta-1 (13–18 Hz), and beta-2 (18.5–25 Hz) in frontal, central, and parietal regions of interest (ROI) and baseline-normalized. Inference statistics revealed a significant time-by-fatigue interaction for CoPd (p = 0.009, d = 0.39, Δ 9.2%) and CoPv (p = 0.009, d = 0.36, Δ 9.2%), and a significant main effect of time for CoP variability (CV CoPd: p = 0.001, d = 0.84; CV CoPv: p = 0.05, d = 0.62). Post hoc analyses showed a significant increase in CoPd (p = 0.002, d = 1.03) and CoPv (p = 0.003, d = 1.03) following PF but not MF. For cortical activity, a significant time-by-fatigue interaction was found for relative alpha-2 power in parietal (p < 0.001, d = 0.06) areas. Post hoc tests indicated larger alpha-2 power increases after PF (p < 0.001, d = 1.69, Δ 3.9%) compared to MF (p = 0.001, d = 1.03, Δ 2.5%). In addition, changes in parietal alpha-2 power and measures of postural sway did not correlate significantly, irrespective of the applied fatigue protocol. No significant changes were found for the other frequency bands, irrespective of the fatigue protocol and ROI under investigation. Thus, the applied PF protocol resulted in increased postural sway (CoPd and CoPv) and CoP variability accompanied by enhanced alpha-2 power in the parietal ROI while MF led to increased CoP variability and alpha-2 power in our sample of young adults. Potential underlying cortical mechanisms responsible for the greater increase in parietal alpha-2 power after PF were discussed but could not be clearly identified as cause. Therefore, further future research is needed to decipher alternative interpretations. KW - balance KW - cognitive/muscular fatigue KW - EEG KW - theta KW - alpha-2 Y1 - 2022 U6 - https://doi.org/10.3389/fnhum.2022.871930 SN - 1662-5161 VL - 16 SP - 1 EP - 14 PB - Frontiers Media S.A. CY - Lausanne, Schweiz ER - TY - JOUR A1 - Hodapp, Alice A1 - Rabovsky, Milena T1 - The N400 ERP component reflects an error-based implicit learning signal during language comprehension JF - European journal of neuroscience N2 - The functional significance of the N400 evoked-response component is still actively debated. An increasing amount of theoretical and computational modelling work is built on the interpretation of the N400 as a prediction error. In neural network modelling work, it was proposed that the N400 component can be interpreted as the change in a probabilistic representation of meaning that drives the continuous adaptation of an internal model of the statistics of the environment. These results imply that increased N400 amplitudes should correspond to greater adaptation, which can be measured via implicit memory. To investigate this model derived hypothesis, the current study manipulated expectancy in a sentence reading task to influence N400 amplitudes and subsequently presented the previously expected vs. unexpected words in a perceptual identification task to measure implicit memory. As predicted, reaction times in the perceptual identification task were significantly faster for previously unexpected words that induced larger N400 amplitudes in the previous sentence reading task. Additionally, it could be demonstrated that this adaptation seems to specifically depend on the process underlying N400 amplitudes, as participants with larger N400 differences during sentence reading also exhibited a larger implicit memory benefit in the perceptual identification task. These findings support the interpretation of the N400 as an implicit learning signal driving adaptation in language processing. KW - adaptation KW - EEG KW - expectancy KW - implicit learning KW - prediction error Y1 - 2021 U6 - https://doi.org/10.1111/ejn.15462 SN - 0953-816X SN - 1460-9568 VL - 54 IS - 9 SP - 7125 EP - 7140 PB - Wiley CY - Oxford ER - TY - THES A1 - Ventura-Bort, Carlos T1 - Temporo-spatial dynamics of the impact of emotional contexts on visual processing and memory T1 - Zeitlich-räumliche Dynamik der Auswirkungen emotionaler Kontexte auf die visuelle Verarbeitung und das Gedächtnis N2 - It has frequently been observed that single emotional events are not only more efficiently processed, but also better remembered, and form longer-lasting memory traces than neutral material. However, when emotional information is perceived as a part of a complex event, such as in the context of or in relation to other events and/or source details, the modulatory effects of emotion are less clear. The present work aims to investigate how emotional, contextual source information modulates the initial encoding and subsequent long-term retrieval of associated neutral material (item memory) and contextual source details (contextual source memory). To do so, a two-task experiment was used, consisting of an incidental encoding task in which neutral objects were displayed over different contextual background scenes which varied in emotional content (unpleasant, pleasant, and neutral), and a delayed retrieval task (1 week), in which previously-encoded objects and new ones were presented. In a series of studies, behavioral indices (Studies 2, 3, and 5), event-related potentials (ERPs; Studies 1-4), and functional magnetic resonance imaging (Study 5) were used to investigate whether emotional contexts can rapidly tune the visual processing of associated neutral information (Study 1) and modulate long-term item memory (Study 2), how different recognition memory processes (familiarity vs. recollection) contribute to these emotion effects on item and contextual source memory (Study 3), whether the emotional effects of item memory can also be observed during spontaneous retrieval (Sstudy 4), and which brain regions underpin the modulatory effects of emotional contexts on item and contextual source memory (Study 5). In Study 1, it was observed that emotional contexts by means of emotional associative learning, can rapidly alter the processing of associated neutral information. Neutral items associated with emotional contexts (i.e. emotional associates) compared to neutral ones, showed enhanced perceptual and more elaborate processing after one single pairing, as indexed by larger amplitudes in the P100 and LPP components, respectively. Study 2 showed that emotional contexts produce longer-lasting memory effects, as evidenced by better item memory performance and larger ERP Old/New differences for emotional associates. In Study 3, a mnemonic differentiation was observed between item and contextual source memory which was modulated by emotion. Item memory was driven by familiarity, independently of emotional contexts during encoding, whereas contextual source memory was driven by recollection, and better for emotional material. As in Study 2, enhancing effects of emotional contexts for item memory were observed in ERPs associated with recollection processes. Likewise, for contextual source memory, a pronounced recollection-related ERP enhancement was observed for exclusively emotional contexts. Study 4 showed that the long-term recollection enhancement of emotional contexts on item memory can be observed even when retrieval is not explicitly attempted, as measured with ERPs, suggesting that the emotion enhancing effects on memory are not related to the task embedded during recognition, but to the motivational relevance of the triggering event. In Study 5, it was observed that enhancing effects of emotional contexts on item and contextual source memory involve stronger engagement of the brain's regions which are associated with memory recollection, including areas of the medial temporal lobe, posterior parietal cortex, and prefrontal cortex. Taken together, these findings suggest that emotional contexts rapidly modulate the initial processing of associated neutral information and the subsequent, long-term item and contextual source memories. The enhanced memory effects of emotional contexts are strongly supported by recollection rather than familiarity processes, and are shown to be triggered when retrieval is both explicitly and spontaneously attempted. These results provide new insights into the modulatory role of emotional information on the visual processing and the long-term recognition memory of complex events. The present findings are integrated into the current theoretical models and future ventures are discussed. N2 - Es wurde häufig beobachtet, dass einzelne emotionale Ereignisse effizienter verarbeitet und besser erinnert werden und länger anhaltende Gedächtnisspuren bilden als neutrales Material. Wenn jedoch emotionale Informationen als Teil eines komplexen Ereignisses wahrgenommen werden, wie beispielsweise im Kontext oder in Bezug auf andere Ereignisse und/oder Quellendetails, sind die modulierenden Einflüsse von Emotionen weniger klar. Die vorliegende Arbeit zielt darauf ab zu untersuchen, wie emotionale, kontextuelle Quelleninformationen die anfängliche Kodierung und den anschließenden langfristigen Abruf von zugehörigem neutralen Material (Itemgedächtnis) und kontextuellen Quellendetails (Quellengedächtnis) modulieren. Dazu wurde ein Zwei-Aufgaben-Experiment verwendet, bestehend aus einer nicht instruierten Enkodierungsaufgabe, bei der neutrale Objekte eingebettet in verschiedene kontextuelle Hintergrundszenen dargeboten wurden, die in ihrem emotionalen Inhalt variierten (unangenehm, angenehm und neutral), und einer verzögerten Abrufaufgabe (1 Woche), bei der zuvor enkodierte und neue Objekte präsentiert wurden. In einer Reihe von Studien wurden Verhaltensindizes (Studien 2-5), ereigniskorrelierte Potenziale (EKPs; Studien 1-4) und funktionelle Magnetresonanztomographie (Studie 5) verwendet, um zu untersuchen, ob emotionale Kontexte die visuelle Verarbeitung der zugehörigen neutralen Informationen kurzfristig verändern können (Studie 1) und das Langzeitgedächtnis modulieren (Studie 2), wie verschiedene Prozesse des Wiedererkennens (Vertrautheit vs. Rekollektion) zu diesen Emotionseffekten auf das Item- und das kontextuelle Quellengedächtnis beitragen (Studie 3), ob die emotionalen Effekte auf das Itemgedächtnis auch bei der spontanen Abfrage beobachtet werden können (Studie 4) und über welche Hirnregionen die modulierenden Effekte emotionaler Kontexte auf das Item- und kontextuelle Quellengedächtnis vermittelt werden (Studie 5). In Studie 1 wurde beobachtet, dass emotionale Kontexte durch emotionales assoziatives Lernen die Verarbeitung der zugehörigen neutralen Informationen kurzfristig verändern können. Neutrale Elemente, die mit emotionalen Kontexten verbunden sind (im Folgenden „emotional Assoziierte“ genannt), zeigten nach einer einzigen Paarung im Vergleich zu neutralen Elementen eine verbesserte perzeptuelle und elaboriertere Verarbeitung, wie durch höhere Amplituden in den P100- bzw. LPP-Komponenten nachgewiesen wurde. Studie 2 zeigte, dass emotionale Kontexte länger anhaltende Gedächtniseffekte erzeugen, was sich in einer besseren Itemgedächtnisleistung und größeren EKP-alt/neu Unterschieden für emotional Assoziierte zeigte. In Studie 3 wurde eine mnemonische Differenzierung zwischen Item- und kontextuellem Quellengedächtnis beobachtet, die durch Emotionen moduliert wurde. Das Itemgedächtnis wurde durch den Prozess der Vertrautheit getrieben unabhängig von den emotionalen Kontexten während der Enkodierung. Das kontextuelle Quellengedächtnis wurde dagegen durch Rekollektion getrieben und war besser für emotionales Material. Wie in Studie 2 wurden in EKPs, die mit Rekollektionsprozessen in Verbindung stehen, verstärkende Effekte von emotionalen Kontexten für das Itemgedächtnis beobachtet. Ebenso wurde für das kontextuelle Quellengedächtnis eine ausgeprägte Rekollektionsbezogene Potenzierung der EKPs ausschließlich für emotionale Kontexte beobachtet. Studie 4 zeigte, dass die langfristige Verstärkung der Rekollektion, die emotionale Kontexten im Itemgedächtnis verursachen, auch dann beobachtet werden kann, wenn der Abruf nicht explizit instruiert wird. Dieser Befund zum spontanen Erinnern deutet darauf hin, dass die gedächtnissteigernden Effekte von Emotionen nicht mit der Aufgabe zusammenhängen, die während des Abrufs gestellt wurde, sondern mit der motivationalen Relevanz des auslösenden Ereignisses. In Studie 5 wurde beobachtet, dass an der verstärkenden Wirkung von emotionalen Kontexten auf das Item- und kontextuelle Quellengedächtnis solche Hirnregionen beteiligt sind, die mit der Rekollektionsprozessen assoziiert werden, einschließlich der Bereiche des medialen Temporallappens, des posterioren parietalen Kortex und des präfrontalen Kortex. Zusammengenommen deuten diese Ergebnisse darauf hin, dass emotionale Kontexte die anfängliche Verarbeitung der zugehörigen neutralen Informationen und der nachfolgenden, langfristigen Erinnerungen an Items und kontextuelle Quellen schnell modulieren. Die durch emotionaler Kontexte ausgelösten Gedächtniseffekte werden eher durch Rekollektions- und weniger durch Vertrautheitsprozesse vermittelt und zeigen sich sowohl bei expliziten als auch bei spontanen Abruf. Diese Ergebnisse liefern neue Erkenntnisse über die modulierende Rolle emotionaler Informationen bei der visuellen Verarbeitung und der Langzeiterinnerung an komplexe Ereignisse. Die vorliegenden Erkenntnisse werden in aktuelle theoretische Modelle integriert und zukünftige Forschungsperspektiven werden diskutiert. KW - memory KW - fMRI KW - Emotion KW - emotion KW - EEG KW - Gedächtnis KW - EEG KW - fMRT Y1 - 2020 U6 - http://nbn-resolving.de/urn/resolver.pl?urn:nbn:de:kobv:517-opus4-550236 ER - TY - JOUR A1 - Wieser, Matthias J. A1 - Hambach, Anna A1 - Weymar, Mathias T1 - Neurophysiological correlates of attentional bias for emotional faces in socially anxious individuals BT - Evidence from a visual search task and N2pc JF - Biological psychology N2 - Visual search paradigms have provided evidence for the enhanced capture of attention by threatening faces. Especially in social anxiety, hypervigilance for threatening faces has been found repeatedly across behavioral paradigms, whose reliability however have been questioned recently. In this EEG study, we sought to determine whether the detection of threat (angry faces) is specifically enhanced in individuals with high (HSA) compared to low social anxiety (LSA). In a visual search paradigm, the N2pc component of the event-related brain potential was measured as an electrophysiological indicator of attentional selection. Twenty-one HSA and twenty-one LSA participants were investigated while searching for threatening or friendly targets within an array of neutral faces, or neutral targets within threatening or friendly distractors. Whereas no differences were found in reaction times, HSA showed significant higher detection rates for angry faces, whereas LSA showed a clear ‘happiness bias’. HSA also showed enhanced N2pc amplitudes in response to emotional facial expressions (angry and happy), indicating a general attentional bias for emotional faces. Overall, the results show that social anxiety may be characterized not only by a spatial attentional bias for threatening faces, but for emotional faces in general. In addition, the results further demonstrate the utility of the N2pc component in capturing subtle attentional biases. KW - N2pc KW - EEG KW - Social anxiety KW - Facial expression KW - Threat Y1 - 2018 U6 - https://doi.org/10.1016/j.biopsycho.2018.01.004 SN - 0301-0511 SN - 1873-6246 VL - 132 SP - 192 EP - 201 PB - Elsevier CY - Amsterdam ER - TY - JOUR A1 - Fargier, Raphael A1 - Bürki-Foschini, Audrey Damaris A1 - Pinet, Svetlana A1 - Alario, F. -Xavier A1 - Laganaro, Marina T1 - Word onset phonetic properties and motor artifacts in speech production EEG recordings JF - Psychophysiology : journal of the Society for Psychophysiological Research N2 - Electrophysiological research using verbal response paradigms faces the problem of muscle artifacts that occur during speech production or in the period preceding articulation. In this context, this paper has two related aims. The first is to show how the nature of the first phoneme influences the alignment of the ERPs. The second is to further characterize the EEG signal around the onset of articulation, both in temporal and frequency domains. Participants were asked to name aloud pictures of common objects. We applied microstate analyses and time-frequency transformations of ERPs locked to vocal onset to compare the EEG signal between voiced and unvoiced labial plosive word onset consonants. We found a delay of about 40 ms in the set of stable topographic patterns for /b/ relative to /p/ onset words. A similar shift was observed in the power increase of gamma oscillations (30-50 Hz), which had an earlier onset for /p/ trials (similar to 150 ms before vocal onset). This 40-ms shift is consistent with the length of the voiced proportion of the acoustic signal prior to the release of the closure in the vocal responses. These results demonstrate that phonetic features are an important parameter affecting response-locked ERPs, and hence that the onset of the acoustic energy may not be an optimal trigger for synchronizing the EEG activity to the response in vocal paradigms. The indexes explored in this study provide a step forward in the characterization of muscle-related artifacts in electrophysiological studies of speech and language production. KW - EEG KW - motor artifact KW - phonetics KW - picture naming KW - speech production Y1 - 2017 U6 - https://doi.org/10.1111/psyp.12982 SN - 0048-5772 SN - 1469-8986 VL - 55 IS - 2 PB - Wiley CY - Hoboken ER - TY - JOUR A1 - Bridwell, David A. A1 - Cavanagh, James F. A1 - Collins, Anne G. E. A1 - Nunez, Michael D. A1 - Srinivasan, Ramesh A1 - Stober, Sebastian A1 - Calhoun, Vince D. T1 - Moving Beyond ERP Components BT - a selective review of approaches to integrate EEG and behavior JF - Frontiers in human neuroscienc N2 - Relationships between neuroimaging measures and behavior provide important clues about brain function and cognition in healthy and clinical populations. While electroencephalography (EEG) provides a portable, low cost measure of brain dynamics, it has been somewhat underrepresented in the emerging field of model-based inference. We seek to address this gap in this article by highlighting the utility of linking EEG and behavior, with an emphasis on approaches for EEG analysis that move beyond focusing on peaks or "components" derived from averaging EEG responses across trials and subjects (generating the event-related potential, ERP). First, we review methods for deriving features from EEG in order to enhance the signal within single-trials. These methods include filtering based on user-defined features (i.e., frequency decomposition, time-frequency decomposition), filtering based on data-driven properties (i.e., blind source separation, BSS), and generating more abstract representations of data (e.g., using deep learning). We then review cognitive models which extract latent variables from experimental tasks, including the drift diffusion model (DDM) and reinforcement learning (RL) approaches. Next, we discuss ways to access associations among these measures, including statistical models, data-driven joint models and cognitive joint modeling using hierarchical Bayesian models (HBMs). We think that these methodological tools are likely to contribute to theoretical advancements, and will help inform our understandings of brain dynamics that contribute to moment-to-moment cognitive function. KW - EEG KW - ERP KW - blind source separation KW - partial least squares KW - canonical correlations analysis KW - representational similarity analysis KW - deep learning KW - hierarchical Bayesian model Y1 - 2018 U6 - https://doi.org/10.3389/fnhum.2018.00106 SN - 1662-5161 VL - 12 PB - Frontiers Research Foundation CY - Lausanne ER -