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Elhamiasl M, Boylan MR, Barry-Anwar R, Pestana Z, Keil A, Scott LS. Infant dominant rhythm desynchronization to faces and objects. Cereb Cortex 2025; 35:bhaf087. [PMID: 40319378 DOI: 10.1093/cercor/bhaf087] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/02/2024] [Revised: 03/01/2025] [Accepted: 03/20/2025] [Indexed: 05/07/2025] Open
Abstract
Infants' electroencephalography (EEG) dominant rhythm oscillates between 6 and 9 Hz. The desynchronization of this rhythm from baseline to the processing of visual stimuli is used as an index to better understand the development of visual attention. However, development trajectories of desynchronization remain underexplored. Additionally, it is unclear whether development of desynchronization is sensitive to task demands or if it reflects broader developmental changes. To investigate these questions, EEG data were collected from infants aged 6, 9, and 12 months while they passively viewed a fixation cross followed by 10-s trials of a female face or novel object tracked down the screen. Dominant rhythm desynchronization was calculated by subtracting power during the fixation period from power during each task condition. The results revealed significant desynchronization in response to faces at occipital electrodes for all age groups. The magnitude of the desynchronization also increased from 6 to 9 to 12 months of age in response to faces over right occipital electrodes. No significant desynchronization was observed for object stimuli. These findings suggest that dominant rhythm desynchronization develops across infancy and is sensitive to stimulus type. The increased desynchronization for faces compared to objects highlights infants' general preference for faces relative to objects.
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Affiliation(s)
- Mina Elhamiasl
- Department of Psychology, University of Florida, 945 Center Dr, Gainesville, FL 32611, United States
| | - Maeve R Boylan
- Department of Psychology, University of Florida, 945 Center Dr, Gainesville, FL 32611, United States
| | - Ryan Barry-Anwar
- Department of Psychology, University of Florida, 945 Center Dr, Gainesville, FL 32611, United States
| | - Zoe Pestana
- Department of Psychology, University of California, 135 Young Hall, One Shields Avenue, Davis, CA 95616, United States
| | - Andreas Keil
- Department of Psychology, University of Florida, 945 Center Dr, Gainesville, FL 32611, United States
| | - Lisa S Scott
- Department of Psychology, University of Florida, 945 Center Dr, Gainesville, FL 32611, United States
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2
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Bonnefond M, Jensen O. The role of alpha oscillations in resisting distraction. Trends Cogn Sci 2025; 29:368-379. [PMID: 39668059 DOI: 10.1016/j.tics.2024.11.004] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/26/2024] [Revised: 11/07/2024] [Accepted: 11/07/2024] [Indexed: 12/14/2024]
Abstract
The role of alpha oscillations (8-13 Hz) in suppressing distractors is extensively debated. One debate concerns whether alpha oscillations suppress anticipated visual distractors through increased power. Whereas some studies suggest that alpha oscillations support distractor suppression, others do not. We identify methodological differences that may explain these discrepancies. A second debate concerns the mechanistic role of alpha oscillations. We and others previously proposed that alpha oscillations implement gain reduction in early visual regions when target load or distractor interference is high. Here, we suggest that parietal alpha oscillations support gating or stabilization of attentional focus and that alpha oscillations in ventral attention network (VAN) support resistance to attention capture. We outline future studies needed to uncover the precise mechanistic role of alpha oscillations.
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Affiliation(s)
- Mathilde Bonnefond
- Université Claude Bernard Lyon 1, CNRS, INSERM, Centre de Recherche en Neurosciences de Lyon CRNL U1028 UMR5292, COPHY, F-69500, Bron, France.
| | - Ole Jensen
- Centre for Human Brain Health, School of Psychology, University of Birmingham, Birmingham, B15 2TT, UK; Oxford Centre for Human Brain Activity, Department of Psychiatry, University of Oxford, Oxford, OX3 7JX, UK; Department of Experimental Psychology, University of Oxford, Oxford, OX2 6GG, UK
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3
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Silas J, Jones A, Yarrow K, Anderson W. Spatial attention is not affected by alpha or beta transcranial alternating current stimulation: A registered report. Cortex 2023; 164:33-50. [PMID: 37148826 DOI: 10.1016/j.cortex.2023.03.011] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/19/2022] [Revised: 03/23/2023] [Accepted: 03/30/2023] [Indexed: 05/08/2023]
Abstract
Using Electroencephalography (EEG) an event-related change in alpha activity has been observed over primary sensory cortices during the allocation of spatial attention. This is most prominent during top-down, or endogenous, attention, and nearly absent in bottom-up, or exogenous orienting. These changes are highly lateralised, such that an increase in alpha power is seen ipsilateral to the attended region of space and a decrease is seen contralaterally. Whether these changes in alpha oscillatory activity are causally related to attentional resources, or to perceptual processes, or are simply epiphenomenal, is unknown. If alpha oscillations are indicative of a causal mechanism whereby attention is allocated to a region of space, it remains an open question as to whether this is driven by ipsilateral increases or contralateral decreases in alpha power. This preregistered report set out to test these questions. To do so, we used transcranial Alternating Current Stimulation (tACS) to modulate alpha activity in the somatosensory cortex whilst measuring performance on established tactile attention paradigms. All participants completed an endogenous and exogenous tactile attention task in three stimulation conditions; alpha, sham and beta. Sham and beta stimulation operated as controls so that any observed effects could be attributed to alpha stimulation specifically. We replicated previous behavioural findings in all stimulation conditions showing a facilitation of cued trials in the endogenous task, and inhibition of return in the exogenous task. However, these were not affected by stimulation manipulations. Using Bayes-factor analysis we show strong support for the null hypotheses - that the manipulation of Alpha by tACS does not cause changes in tactile spatial attention. This well-powered study, conducted over three separate days, is an important contribution to the current debate regarding the efficiency of brain stimulation.
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4
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Wang J, Wang J, Sun J, Li C, Tong S, Hong X. The effects of pre-cue posterior alpha on post-cue alpha activity and target processing in visual spatial attention tasks with instructional and probabilistic cues. Cereb Cortex 2022; 33:4056-4069. [PMID: 36005905 DOI: 10.1093/cercor/bhac326] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/07/2022] [Revised: 07/25/2022] [Accepted: 07/26/2022] [Indexed: 11/13/2022] Open
Abstract
The electroencephalography alpha-band (8-13 Hz) activity may represent a crucial neural substrate of visual spatial attention. However, factors likely contributing to alpha activity have not been adequately addressed, which impedes understanding its functional roles. We investigated whether pre-cue alpha power was associated with post-cue alpha activity in 2 independent experiments (n = 30 each) with different cueing strategies (instructional vs. probabilistic) by median-splitting subjects (between-subject) or trials (within-subject) according to pre-cue alpha. In both experiments, only subjects with higher pre-cue alpha showed significant post-cue alpha desynchronization and alpha lateralization, while whether trials had higher or lower pre-cue alpha affected post-cue alpha desynchronization but not alpha lateralization. Furthermore, significant attentional modulation of target processing indexed by N1 component was observed in subjects and trials regardless of higher or lower pre-cue alpha in the instructional cueing experiment. While in the probabilistic cueing experiment, N1 attentional modulation was only observed in higher pre-cue alpha subjects and lower pre-cue alpha trials. In summary, by demonstrating the effects of pre-cue alpha and cueing strategy on post-cue alpha activity and target processing, our results suggest the necessity of considering these 2 contributing factors when investigating the functional roles of alpha activity in visual spatial attention.
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Affiliation(s)
- Jiaqi Wang
- School of Biomedical Engineering, Shanghai Jiao Tong University, Shanghai 200240, China
| | - Jianan Wang
- School of Biomedical Engineering, Shanghai Jiao Tong University, Shanghai 200240, China
| | - Junfeng Sun
- School of Biomedical Engineering, Shanghai Jiao Tong University, Shanghai 200240, China
| | - Chunbo Li
- Shanghai Key Laboratory of Psychotic Disorders, Shanghai Mental Health Center, Shanghai Jiao Tong University School of Medicine, Shanghai 200030, China.,CAS Center for Excellence in Brain Science and Intelligence Technology (CEBSIT), Chinese Academy of Science, Shanghai 200030, China.,Institute of Psychology and Behavioral Science, Shanghai Jiao Tong University, Shanghai 200030, China.,Brain Science and Technology Research Center, Shanghai Jiao Tong University, Shanghai 200030, China
| | - Shanbao Tong
- School of Biomedical Engineering, Shanghai Jiao Tong University, Shanghai 200240, China
| | - Xiangfei Hong
- Shanghai Key Laboratory of Psychotic Disorders, Shanghai Mental Health Center, Shanghai Jiao Tong University School of Medicine, Shanghai 200030, China
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5
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Silas J, Tipple A, Jones A. Event-related alpha desynchronization in touch - Comparing attention and perception. Neurosci Lett 2019; 705:131-137. [PMID: 31042570 DOI: 10.1016/j.neulet.2019.04.058] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/05/2019] [Revised: 04/24/2019] [Accepted: 04/26/2019] [Indexed: 12/01/2022]
Abstract
An event-related decrease in alpha power contralateral to the presentation of a stimulus is now a well-established phenomenon. Two distinct accounts of the functional role of alpha changes are present in the literature that either focus on alpha changes observed during attentional or simple perceptual tasks. This study directly compares tasks that invoke alpha decreases during exogenous, endogenous and perceptual processing. Using a data driven approach to compare alpha changes we show that alpha decreases differ only between exogenous and endogenous attention tasks for only a short time window, 500-600 ms after cue onset. We suggest this indicates a role for alpha in voluntary orientating and stimulus predictability.
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6
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Mühlberg S, Soto-Faraco S. Cross-modal decoupling in temporal attention between audition and touch. PSYCHOLOGICAL RESEARCH 2018; 83:1626-1639. [PMID: 29774432 DOI: 10.1007/s00426-018-1023-6] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/08/2017] [Accepted: 05/04/2018] [Indexed: 10/16/2022]
Abstract
Temporal orienting leads to well-documented behavioural benefits for sensory events occurring at the anticipated moment. However, the consequences of temporal orienting in cross-modal contexts are still unclear. On the one hand, some studies using audio-tactile paradigms suggest that attentional orienting in time and modality are a closely coupled system, in which temporal orienting dominates modality orienting, similar to what happens in cross-modal spatial attention. On the other hand, recent findings using a visuo-tactile paradigm suggest that attentional orienting in time can unfold independently in each modality, leading to cross-modal decoupling. In the present study, we investigated if cross-modal decoupling in time can be extrapolated to audio-tactile contexts. If so, decoupling might represent a general property of cross-modal attention in time. To this end, we used a speeded discrimination task in which we manipulated the probability of target presentation in time and modality. In each trial, a manipulation of time-based expectancy was used to guide participants' attention to task-relevant events, either tactile or auditory, at different points in time. In two experiments, we found that participants generally showed enhanced behavioural performance at the most likely onset time of each modality and no evidence for coupling. This pattern supports the hypothesis that cross-modal decoupling could be a general phenomenon in temporal orienting.
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Affiliation(s)
- Stefanie Mühlberg
- Center of Brain and Cognition, Universitat Pompeu Fabra, Barcelona, 08018, Spain. .,Departament de Tecnologies de la Informació i les Comunicacions, Universitat Pompeu Fabra, Carrer de Ramon Trias Fargas, 25-27, Edifici Mercè Rodoreda (Room 24.327), 08005, Barcelona, Spain.
| | - Salvador Soto-Faraco
- Center of Brain and Cognition, Universitat Pompeu Fabra, Barcelona, 08018, Spain.,ICREA, Institució Catalana de Recerca i Estudis Avançats, Barcelona, 08010, Spain
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7
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Feng W, Störmer VS, Martinez A, McDonald JJ, Hillyard SA. Involuntary orienting of attention to a sound desynchronizes the occipital alpha rhythm and improves visual perception. Neuroimage 2017; 150:318-328. [DOI: 10.1016/j.neuroimage.2017.02.033] [Citation(s) in RCA: 29] [Impact Index Per Article: 3.6] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/10/2016] [Revised: 02/12/2017] [Accepted: 02/13/2017] [Indexed: 10/20/2022] Open
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8
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Tactile Perception for Stroke Induce Changes in Electroencephalography. Hong Kong J Occup Ther 2016; 28:1-6. [PMID: 30186061 PMCID: PMC6091988 DOI: 10.1016/j.hkjot.2016.10.001] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/15/2015] [Revised: 09/06/2016] [Accepted: 10/29/2016] [Indexed: 12/02/2022] Open
Abstract
Objective/Background Tactile perception is a basic way to obtain and evaluate information about an
object. The purpose of this study was to examine the effects of tactile
perception on brain activation using two different tactile explorations,
passive and active touches, in individuals with chronic hemiparetic
stroke. Methods Twenty patients who were diagnosed with stroke (8 right brain damaged, 12
left brain damaged) participated in this study. The tactile perception was
conducted using passive and active explorations in a sitting position. To
determine the neurological changes in the brain, this study measured the
brain waves of the participants using electroencephalography (EEG). Results The relative power of the sensory motor rhythm on the right prefrontal lobe
and right parietal lobe was significantly greater during the active tactile
exploration compared to the relative power during the passive exploration in
the left damaged hemisphere. Most of the measured brain areas showed
nonsignificantly higher relative power of the sensory motor rhythm during
the active tactile exploration, regardless of which hemisphere was
damaged. Conclusion The results of this study provided a neurophysiological evidence on tactile
perception in individuals with chronic stroke. Occupational therapists
should consider an active tactile exploration as a useful modality on
occupational performance in rehabilitation training.
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9
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Limbach K, Corballis PM. Alpha-power modulation reflects the balancing of task requirements in a selective attention task. Psychophysiology 2016; 54:224-234. [DOI: 10.1111/psyp.12774] [Citation(s) in RCA: 10] [Impact Index Per Article: 1.1] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/18/2016] [Accepted: 09/11/2016] [Indexed: 11/29/2022]
Affiliation(s)
- Katharina Limbach
- School of Psychology and Centre for Brain Research; The University of Auckland; Auckland New Zealand
- Institute of Psychology, Friedrich-Schiller-Universität Jena; Jena Germany
| | - Paul M. Corballis
- School of Psychology and Centre for Brain Research; The University of Auckland; Auckland New Zealand
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10
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Zimmer U, Höfler M, Koschutnig K, Ischebeck A. Neuronal interactions in areas of spatial attention reflect avoidance of disgust, but orienting to danger. Neuroimage 2016; 134:94-104. [PMID: 27039145 DOI: 10.1016/j.neuroimage.2016.03.050] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/20/2015] [Revised: 03/14/2016] [Accepted: 03/20/2016] [Indexed: 12/26/2022] Open
Abstract
For survival, it is necessary to attend quickly towards dangerous objects, but to turn away from something that is disgusting. We tested whether fear and disgust sounds direct spatial attention differently. Using fMRI, a sound cue (disgust, fear or neutral) was presented to the left or right ear. The cue was followed by a visual target (a small arrow) which was located on the same (valid) or opposite (invalid) side as the cue. Participants were required to decide whether the arrow pointed up- or downwards while ignoring the sound cue. Behaviorally, responses were faster for invalid compared to valid targets when cued by disgust, whereas the opposite pattern was observed for targets after fearful and neutral sound cues. During target presentation, activity in the visual cortex and IPL increased for targets invalidly cued with disgust, but for targets validly cued with fear which indicated a general modulation of activation due to attention. For the TPJ, an interaction in the opposite direction was observed, consistent with its role in detecting targets at unattended positions and in relocating attention. As a whole our results indicate that a disgusting sound directs spatial attention away from its location, in contrast to fearful and neutral sounds.
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Affiliation(s)
- Ulrike Zimmer
- Department of Psychology, University of Graz, Austria; Biotechmed Graz, Austria.
| | - Margit Höfler
- Department of Psychology, University of Graz, Austria
| | - Karl Koschutnig
- Department of Psychology, University of Graz, Austria; Biotechmed Graz, Austria
| | - Anja Ischebeck
- Department of Psychology, University of Graz, Austria; Biotechmed Graz, Austria
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11
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Limbach K, Corballis PM. Prestimulus alpha power influences response criterion in a detection task. Psychophysiology 2016; 53:1154-64. [PMID: 27144476 DOI: 10.1111/psyp.12666] [Citation(s) in RCA: 94] [Impact Index Per Article: 10.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/16/2015] [Accepted: 04/04/2016] [Indexed: 11/30/2022]
Abstract
Recent studies have linked variability in near-threshold stimulus detection to fluctuations in the prestimulus EEG alpha power (α, ∼8-12 Hz). Typically, these studies rely on hit rate as a measure of detection performance and show that detection is enhanced when α power is low compared to when it is high. However, hit rates are determined by both sensitivity to the stimulus and the placement of the response criterion. Here, we investigated the relationships between prestimulus α power and variability in these two measures on a single-trial basis. We confirm earlier reports that detection is inversely related to power in the individual α-frequency band. However, our results show a stronger relationship between α power and response criterion than with sensitivity. Higher α power was related to a more conservative response criterion (i.e., more "no" responses). A response criterion that varies depending on α power might help to optimize performance in an excited state and protect against false positives in a relatively disengaged state.
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Affiliation(s)
- Katharina Limbach
- School of Psychology and Centre for Brain Research, The University of Auckland, Auckland, New Zealand.,Institute of Psychology, Friedrich-Schiller-Universität Jena, Jena, Germany
| | - Paul M Corballis
- School of Psychology and Centre for Brain Research, The University of Auckland, Auckland, New Zealand
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12
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Pomper U, Keil J, Foxe JJ, Senkowski D. Intersensory selective attention and temporal orienting operate in parallel and are instantiated in spatially distinct sensory and motor cortices. Hum Brain Mapp 2015; 36:3246-59. [PMID: 26032901 DOI: 10.1002/hbm.22845] [Citation(s) in RCA: 30] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/11/2014] [Revised: 04/13/2015] [Accepted: 05/05/2015] [Indexed: 11/12/2022] Open
Abstract
Knowledge about the sensory modality in which a forthcoming event might occur permits anticipatory intersensory attention. Information as to when exactly an event occurs enables temporal orienting. Intersensory and temporal attention mechanisms are often deployed simultaneously, but as yet it is unknown whether these processes operate interactively or in parallel. In this human electroencephalography study, we manipulated intersensory attention and temporal orienting in the same paradigm. A continuous stream of bisensory visuo-tactile inputs was presented, and a preceding auditory cue indicated to which modality participants should attend (visual or tactile). Temporal orienting was manipulated blockwise by presenting stimuli either at regular or irregular intervals. Using linear beamforming, we examined neural oscillations at virtual channels in sensory and motor cortices. Both attentional processes simultaneously modulated the power of anticipatory delta- and beta-band oscillations, as well as delta-band phase coherence. Modulations in sensory cortices reflected intersensory attention, indicative of modality-specific gating mechanisms. Modulations in motor and partly in somatosensory cortex reflected temporal orienting, indicative of a supramodal preparatory mechanism. We found no evidence for interactions between intersensory attention and temporal orienting, suggesting that these two mechanisms act in parallel and largely independent of each other in sensory and motor cortices.
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Affiliation(s)
- Ulrich Pomper
- Department of Psychiatry and Psychotherapy, St. Hedwig Hospital, Charité-Universitätsmedizin Berlin, Große Hamburger Str. 5-11, 10115, Berlin, Germany.,UCL, Ear Institute, 332 Gray's Inn Road, London, WC1X 8EE, UK
| | - Julian Keil
- Department of Psychiatry and Psychotherapy, St. Hedwig Hospital, Charité-Universitätsmedizin Berlin, Große Hamburger Str. 5-11, 10115, Berlin, Germany
| | - John J Foxe
- The Sheryl and Daniel R. Tishman Cognitive Neurophysiology Laboratory, Children's Evaluation and Rehabilitation Center (CERC), Departments of Pediatrics & Neuroscience, Albert Einstein College of Medicine & Montefiore Medical Center, Van Etten Building - Wing 1C, 1225 Morris Park Avenue, Bronx, NY, 10461, USA
| | - Daniel Senkowski
- Department of Psychiatry and Psychotherapy, St. Hedwig Hospital, Charité-Universitätsmedizin Berlin, Große Hamburger Str. 5-11, 10115, Berlin, Germany
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13
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Frey JN, Ruhnau P, Weisz N. Not so different after all: The same oscillatory processes support different types of attention. Brain Res 2015; 1626:183-97. [PMID: 25721788 DOI: 10.1016/j.brainres.2015.02.017] [Citation(s) in RCA: 73] [Impact Index Per Article: 7.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/14/2014] [Revised: 01/09/2015] [Accepted: 02/10/2015] [Indexed: 10/24/2022]
Abstract
Scientific research from the last two decades has provided a vast amount of evidence that brain oscillations reflect physiological activity enabling diverse cognitive processes. The goal of this review is to give a broad empirical and conceptual overview of how ongoing oscillatory activity may support attention processes. Keeping in mind that definitions of cognitive constructs like attention are prone to being blurry and ambiguous, the present review focuses mainly on the neural correlates of 'top-down' attention deployment. In particular, we will discuss modulations of (ongoing) oscillatory activity during spatial, temporal, selective, and internal attention. Across these seemingly distinct attentional domains, we will summarize studies showing the involvement of two oscillatory processes observed during attention deployment: power modulations mainly in the alpha band, and phase modulations in lower frequency bands. This article is part of a Special Issue entitled SI: Prediction and Attention.
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Affiliation(s)
- Julia Natascha Frey
- Center for Mind/Brain Sciences (CIMeC), University of Trento, 38068 Rovereto, Italy.
| | - Philipp Ruhnau
- Center for Mind/Brain Sciences (CIMeC), University of Trento, 38068 Rovereto, Italy
| | - Nathan Weisz
- Center for Mind/Brain Sciences (CIMeC), University of Trento, 38068 Rovereto, Italy
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14
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Mühlberg S, Oriolo G, Soto-Faraco S. Cross-modal decoupling in temporal attention. Eur J Neurosci 2014; 39:2089-97. [PMID: 24689879 DOI: 10.1111/ejn.12563] [Citation(s) in RCA: 16] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/25/2013] [Accepted: 02/19/2014] [Indexed: 11/27/2022]
Abstract
Prior studies have repeatedly reported behavioural benefits to events occurring at attended, compared to unattended, points in time. It has been suggested that, as for spatial orienting, temporal orienting of attention spreads across sensory modalities in a synergistic fashion. However, the consequences of cross-modal temporal orienting of attention remain poorly understood. One challenge is that the passage of time leads to an increase in event predictability throughout a trial, thus making it difficult to interpret possible effects (or lack thereof). Here we used a design that avoids complete temporal predictability to investigate whether attending to a sensory modality (vision or touch) at a point in time confers beneficial access to events in the other, non-attended, sensory modality (touch or vision, respectively). In contrast to previous studies and to what happens with spatial attention, we found that events in one (unattended) modality do not automatically benefit from happening at the time point when another modality is expected. Instead, it seems that attention can be deployed in time with relative independence for different sensory modalities. Based on these findings, we argue that temporal orienting of attention can be cross-modally decoupled in order to flexibly react according to the environmental demands, and that the efficiency of this selective decoupling unfolds in time.
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Affiliation(s)
- Stefanie Mühlberg
- Departament de Tecnologies de la Informació i les Comunicacions, Universitat Pompeu Fabra, Barcelona, 08018, Spain
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15
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Deiber MP, Ibañez V, Missonnier P, Rodriguez C, Giannakopoulos P. Age-associated modulations of cerebral oscillatory patterns related to attention control. Neuroimage 2013; 82:531-46. [DOI: 10.1016/j.neuroimage.2013.06.037] [Citation(s) in RCA: 31] [Impact Index Per Article: 2.6] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/07/2013] [Revised: 06/06/2013] [Accepted: 06/07/2013] [Indexed: 10/26/2022] Open
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16
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Abstract
Recent blood oxygenation level-dependent (BOLD) imaging work has suggested flexible coding frames for reach targets in human posterior parietal cortex, with a gaze-centered reference frame for visually guided reaches and a body-centered frame for proprioceptive reaches. However, BOLD activity, which reflects overall population activity, is insensitive to heterogeneous responses at the neuronal level and temporal dynamics between neurons. Neurons could synchronize in different frequency bands to form assemblies operating in different reference frames. Here we assessed the reference frames of oscillatory activity in parietal cortex during reach planning to nonvisible tactile stimuli. Under continuous recording of magneto-encephalographic data, subjects fixated either to the left or right of the body midline, while a tactile stimulus was presented to a nonvisible fingertip, located either to the left or right of gaze. After a delay, they had to reach toward the remembered stimulus location with the other hand. Our results show body-centered and gaze-centered reference frames underlying the power modulations in specific frequency bands. Whereas beta-band activity (18-30 Hz) in parietal regions showed body-centered spatial selectivity, the high gamma band (>60 Hz) demonstrated a transient remapping into gaze-centered coordinates in parietal and extrastriate visual areas. This gaze-centered coding was sustained in the low gamma (<60 Hz) and alpha (∼10 Hz) bands. Our results show that oscillating subpopulations encode remembered tactile targets for reaches relative to gaze, even though neither the sensory nor the motor output processes operate in this frame. We discuss these findings in the light of flexible control mechanisms across modalities and effectors.
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17
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Capilla A, Schoffelen JM, Paterson G, Thut G, Gross J. Dissociated α-band modulations in the dorsal and ventral visual pathways in visuospatial attention and perception. ACTA ACUST UNITED AC 2012; 24:550-61. [PMID: 23118197 DOI: 10.1093/cercor/bhs343] [Citation(s) in RCA: 93] [Impact Index Per Article: 7.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/13/2022]
Abstract
Modulations of occipito-parietal α-band (8-14 Hz) power that are opposite in direction (α-enhancement vs. α-suppression) and origin of generation (ipsilateral vs. contralateral to the locus of attention) are a robust correlate of anticipatory visuospatial attention. Yet, the neural generators of these α-band modulations, their interdependence across homotopic areas, and their respective contribution to subsequent perception remain unclear. To shed light on these questions, we employed magnetoencephalography, while human volunteers performed a spatially cued detection task. Replicating previous findings, we found α-power enhancement ipsilateral to the attended hemifield and contralateral α-suppression over occipito-parietal sensors. Source localization (beamforming) analysis showed that α-enhancement and suppression were generated in 2 distinct brain regions, located in the dorsal and ventral visual streams, respectively. Moreover, α-enhancement and suppression showed different dynamics and contribution to perception. In contrast to the initial and transient dorsal α-enhancement, α-suppression in ventro-lateral occipital cortex was sustained and influenced subsequent target detection. This anticipatory biasing of ventro-lateral extrastriate α-activity probably reflects increased receptivity in the brain region specialized in processing upcoming target features. Our results add to current models on the role of α-oscillations in attention orienting by showing that α-enhancement and suppression can be dissociated in time, space, and perceptual relevance.
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Affiliation(s)
- Almudena Capilla
- Department of Biological and Health Psychology, Autonoma University of Madrid, Madrid, Spain
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Pomper U, Höfle M, Hauck M, Kathmann N, Engel AK, Senkowski D. Crossmodal bias of visual input on pain perception and pain-induced beta activity. Neuroimage 2012; 66:469-78. [PMID: 23110881 DOI: 10.1016/j.neuroimage.2012.10.040] [Citation(s) in RCA: 24] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/31/2012] [Revised: 10/02/2012] [Accepted: 10/04/2012] [Indexed: 12/23/2022] Open
Abstract
In our environment, acute pain is often accompanied by input from other sensory modalities, like visual stimuli, which can facilitate pain processing. To date, it is not well understood how these inputs influence the perception and processing of pain. Previous studies on integrative processing between sensory modalities other than pain have shown that multisensory response gains are strongest when the constituent unimodal stimuli are minimally effective in evoking responses. This finding has been termed the principle of inverse effectiveness (IE). In this high-density electroencephalography study, we investigated the influence of Gabor patches of low and high contrast levels on the perception and processing of spatially and temporally aligned painful electrical stimuli of low and high intensities. Subjective pain ratings, event-related potentials (ERPs) and oscillatory responses served as dependent measures. In line with the principle of IE, stronger crossmodal biasing effects of visual input on subjective pain ratings were found for low compared to high intensity painful stimuli. This effect was paralleled by stronger bimodal interactions in right-central ERPs (150-200ms) for low compared to high intensity pain stimuli. Moreover, an enhanced suppression of medio-central beta-band activity (12-24Hz, 200-400ms) was found for low compared to high intensity pain stimuli. Our findings possibly reflect a facilitation of stimulus processing that serves to enhance response readiness of the sensorimotor system following painful stimulation. Taken together, our study demonstrates that multisensory processing between visual and painful stimuli follows the principle of IE and suggests a role for beta-band oscillations in the crossmodal modulation of pain.
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Affiliation(s)
- Ulrich Pomper
- Department of Neurophysiology and Pathophysiology, University Medical Center Hamburg-Eppendorf, Martinistr. 52, 20246 Hamburg, Germany; Department of Psychiatry and Psychotherapy, Charité University Medicine Berlin, St. Hedwig Hospital, Große Hamburger Str. 5-11, 10115 Berlin, Germany.
| | - Marion Höfle
- Department of Neurophysiology and Pathophysiology, University Medical Center Hamburg-Eppendorf, Martinistr. 52, 20246 Hamburg, Germany; Department of Psychiatry and Psychotherapy, Charité University Medicine Berlin, St. Hedwig Hospital, Große Hamburger Str. 5-11, 10115 Berlin, Germany
| | - Michael Hauck
- Department of Neurophysiology and Pathophysiology, University Medical Center Hamburg-Eppendorf, Martinistr. 52, 20246 Hamburg, Germany; Department of Neurology, University Medical Center Hamburg-Eppendorf, Martinistr. 52, 20246 Hamburg, Germany
| | - Norbert Kathmann
- Department of Psychology, Humboldt-Universität zu Berlin, Rudower Chaussee 18, 12489 Berlin, Germany
| | - Andreas K Engel
- Department of Neurophysiology and Pathophysiology, University Medical Center Hamburg-Eppendorf, Martinistr. 52, 20246 Hamburg, Germany
| | - Daniel Senkowski
- Department of Neurophysiology and Pathophysiology, University Medical Center Hamburg-Eppendorf, Martinistr. 52, 20246 Hamburg, Germany; Department of Psychiatry and Psychotherapy, Charité University Medicine Berlin, St. Hedwig Hospital, Große Hamburger Str. 5-11, 10115 Berlin, Germany
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19
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Bidet-Caulet A, Barbe PG, Roux S, Viswanath H, Barthélémy C, Bruneau N, Knight RT, Bonnet-Brilhault F. Dynamics of anticipatory mechanisms during predictive context processing. Eur J Neurosci 2012; 36:2996-3004. [PMID: 22780698 PMCID: PMC3463677 DOI: 10.1111/j.1460-9568.2012.08223.x] [Citation(s) in RCA: 26] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/30/2022]
Abstract
We employed an electroencephalography paradigm manipulating predictive context to dissociate the neural dynamics of anticipatory mechanisms. Subjects either detected random targets or targets preceded by a predictive sequence of three distinct stimuli. The last stimulus in the three-stimulus sequence (decisive stimulus) did not require any motor response but 100% predicted a subsequent target event. We showed that predictive context optimises target processing via the deployment of distinct anticipatory mechanisms at different times of the predictive sequence. Prior to the occurrence of the decisive stimulus, enhanced attentional preparation was manifested by reductions in the alpha oscillatory activities over the visual cortices, resulting in facilitation of processing of the decisive stimulus. Conversely, the subsequent 100% predictable target event did not reveal the deployment of attentional preparation in the visual cortices, but elicited enhanced motor preparation mechanisms, indexed by an increased contingent negative variation and reduced mu oscillatory activities over the motor cortices before movement onset. The present results provide evidence that anticipation operates via different attentional and motor preparation mechanisms by selectively pre-activating task-dependent brain areas as the predictability gradually increases.
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Affiliation(s)
- Aurélie Bidet-Caulet
- Helen Wills Neuroscience Institute, University of California, Berkeley, Berkeley, CA, USA.
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20
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Kilavik BE, Zaepffel M, Brovelli A, MacKay WA, Riehle A. The ups and downs of β oscillations in sensorimotor cortex. Exp Neurol 2012; 245:15-26. [PMID: 23022918 DOI: 10.1016/j.expneurol.2012.09.014] [Citation(s) in RCA: 469] [Impact Index Per Article: 36.1] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/31/2012] [Revised: 09/12/2012] [Accepted: 09/20/2012] [Indexed: 11/27/2022]
Abstract
Since the first descriptions of sensorimotor rhythms by Berger (1929) and by Jasper and Penfield (1949), the potential role of beta oscillations (~13-30 Hz) in the brain has been intensely investigated. We start this review by showing that experimental studies in humans and monkeys have reached a consensus on the facts that sensorimotor beta power is low during movement, transiently increases after movement end (the "beta rebound") and tonically increases during object grasping. Recently, a new surge of studies exploiting more complex sensorimotor tasks including multiple events, such as instructed delay tasks, reveal novel characteristics of beta oscillatory activity. We therefore proceed by critically reviewing also this literature to understand whether modulations of beta oscillations in task epochs other than those during and after movement are consistent across studies, and whether they can be reconciled with a role for beta oscillations in sensorimotor transmission. We indeed find that there are additional processes that also strongly affect sensorimotor beta oscillations, such as visual cue anticipation and processing, fitting with the view that beta oscillations reflect heightened sensorimotor transmission beyond somatosensation. However, there are differences among studies, which may be interpreted more readily if we assume multiple processes, whose effects on the overall measured beta power overlap in time. We conclude that beta oscillations observed in sensorimotor cortex may serve large-scale communication between sensorimotor and other areas and the periphery.
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Affiliation(s)
- Bjørg Elisabeth Kilavik
- Institut de Neurosciences de la Timone (INT), CNRS and Aix-Marseille University, Marseille, France.
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21
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Nenert R, Viswanathan S, Dubuc DM, Visscher KM. Modulations of ongoing alpha oscillations predict successful short-term visual memory encoding. Front Hum Neurosci 2012; 6:127. [PMID: 22586390 PMCID: PMC3347628 DOI: 10.3389/fnhum.2012.00127] [Citation(s) in RCA: 29] [Impact Index Per Article: 2.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/20/2011] [Accepted: 04/19/2012] [Indexed: 11/13/2022] Open
Abstract
Alpha-frequency band oscillations have been shown to be one of the most prominent aspects of neuronal ongoing oscillatory activity, as reflected by electroencephalography (EEG) recordings. First thought to reflect an idling state, a recent framework indicates that alpha power reflects cortical inhibition. In the present study, the role of oscillations in the upper alpha-band (12 Hz) was investigated during a change-detection test of short-term visual memory. If alpha oscillations arise from a purely inhibitory process, higher alpha power before sample stimulus presentation would be expected to correlate with poorer performance. Instead, participants with faster reaction-times showed stronger alpha power before the sample stimulus in frontal and posterior regions. Additionally, faster participants showed stronger alpha desynchronization after the stimulus in a group of right frontal and left posterior electrodes. The same pattern of electrodes showed stronger alpha with higher working-memory load, so that when more items were processed, alpha power desynchronized faster after the stimulus. During memory maintenance, alpha power was greater when more items were held in memory, likely due to a faster resynchronization. These data are consistent with the hypothesis that the level of suppression of alpha power by stimulus presentation is an important factor for successfully encoding visual stimuli. The data are also consistent with a role for alpha as actively participating in attentional processes.
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Affiliation(s)
- Rodolphe Nenert
- Department of Neurobiology, University of Alabama at Birmingham, Birmingham AL, USA
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22
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Campus C, Brayda L, De Carli F, Chellali R, Famà F, Bruzzo C, Lucagrossi L, Rodriguez G. Tactile exploration of virtual objects for blind and sighted people: the role of beta 1 EEG band in sensory substitution and supramodal mental mapping. J Neurophysiol 2012; 107:2713-29. [PMID: 22338024 DOI: 10.1152/jn.00624.2011] [Citation(s) in RCA: 22] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/22/2022] Open
Abstract
The neural correlates of exploration and cognitive mapping in blindness remain elusive. The role of visuo-spatial pathways in blind vs. sighted subjects is still under debate. In this preliminary study, we investigate, as a possible estimation of the activity in the visuo-spatial pathways, the EEG patterns of blind and blindfolded-sighted subjects during the active tactile construction of cognitive maps from virtual objects compared with rest and passive tactile stimulation. Ten blind and ten matched, blindfolded-sighted subjects participated in the study. Events were defined as moments when the finger was only stimulated (passive stimulation) or the contour of a virtual object was touched (during active exploration). Event-related spectral power and coherence perturbations were evaluated within the beta 1 band (14-18 Hz). They were then related to a subjective cognitive-load estimation required by the explorations [namely, perceived levels of difficulty (PLD)]. We found complementary cues for sensory substitution and spatial processing in both groups: both blind and sighted subjects showed, while exploring, late power decreases and early power increases, potentially associated with motor programming and touch, respectively. The latter involved occipital areas only for blind subjects (long-term plasticity) and only during active exploration, thus supporting tactile-to-visual sensory substitution. In both groups, coherences emerged among the fronto-central, centro-parietal, and occipito-temporal derivations associated with visuo-spatial processing. This seems in accordance with mental map construction involving spatial processing, sensory-motor processing, and working memory. The observed involvement of the occipital regions suggests that a substitution process also occurs in sighted subjects. Only during explorations did coherence correlate positively with PLD for both groups and in derivations, which can be related to visuo-spatial processing, supporting the existence of supramodal spatial processing independently of vision capabilities.
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Affiliation(s)
- C Campus
- Istituto Italiano di Tecnologia, Via Morego, 30, I 16163, Genoa, Italy.
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23
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Bauer M, Kennett S, Driver J. Attentional selection of location and modality in vision and touch modulates low-frequency activity in associated sensory cortices. J Neurophysiol 2012; 107:2342-51. [PMID: 22323628 PMCID: PMC3362245 DOI: 10.1152/jn.00973.2011] [Citation(s) in RCA: 70] [Impact Index Per Article: 5.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/22/2022] Open
Abstract
Selective attention allows us to focus on particular sensory modalities and locations. Relatively little is known about how attention to a sensory modality may relate to selection of other features, such as spatial location, in terms of brain oscillations, although it has been proposed that low-frequency modulation (α- and β-bands) may be key. Here, we investigated how attention to space (left or right) and attention to modality (vision or touch) affect ongoing low-frequency oscillatory brain activity over human sensory cortex. Magnetoencephalography was recorded while participants performed a visual or tactile task. In different blocks, touch or vision was task-relevant, whereas spatial attention was cued to the left or right on each trial. Attending to one or other modality suppressed α-oscillations over the corresponding sensory cortex. Spatial attention led to reduced α-oscillations over both sensorimotor and occipital cortex contralateral to the attended location in the cue-target interval, when either modality was task-relevant. Even modality-selective sensors also showed spatial-attention effects for both modalities. The visual and sensorimotor results were generally highly convergent, yet, although attention effects in occipital cortex were dominant in the α-band, in sensorimotor cortex, these were also clearly present in the β-band. These results extend previous findings that spatial attention can operate in a multimodal fashion and indicate that attention to space and modality both rely on similar mechanisms that modulate low-frequency oscillations.
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Affiliation(s)
- Markus Bauer
- University College London Institute of Cognitive Neuroscience and Wellcome Trust Centre for Neuroimaging, 12 Queen Square, London, WC1N3BG, United Kingdom.
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24
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Macaluso E. Spatial Constraints in Multisensory Attention. Front Neurosci 2011. [DOI: 10.1201/9781439812174-32] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/11/2022] Open
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25
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Macaluso E. Spatial Constraints in Multisensory Attention. Front Neurosci 2011. [DOI: 10.1201/b11092-32] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/11/2022] Open
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26
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Grent-'t-Jong T, Boehler CN, Kenemans JL, Woldorff MG. Differential functional roles of slow-wave and oscillatory-α activity in visual sensory cortex during anticipatory visual-spatial attention. ACTA ACUST UNITED AC 2011; 21:2204-16. [PMID: 21372123 DOI: 10.1093/cercor/bhq279] [Citation(s) in RCA: 37] [Impact Index Per Article: 2.6] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/14/2022]
Abstract
Markers of preparatory visual-spatial attention in sensory cortex have been described both as lateralized, slow-wave event-related potential (ERP) components and as lateralized changes in oscillatory-electroencephalography alpha power, but the roles of these markers and their functional relationship are still unclear. Here, 3 versions of a visual-spatial cueing paradigm, differing in perceptual task difficulty and/or response instructions, were used to investigate the functional relationships between posterior oscillatory-alpha changes and our previously reported posterior, slow-wave biasing-related negativity (swBRN) ERP activity. The results indicate that the swBRN reflects spatially specific, pretarget preparatory activity sensitive to the expected perceptual difficulty of the target detection task, correlating in both location and strength with the early sensory-processing N1 ERP to the target, consistent with reflecting a preparatory baseline-shift mechanism. In contrast, contralateral event-related decreases in alpha-band power were relatively insensitive to perceptual difficulty and differed topographically from both the swBRN and target N1. Moreover, when response instructions emphasized making immediate responses to targets, compared with prescribing delayed responses, contralateral alpha-event-related desynchronization activity was particularly strong and correlated with the longer latency target-P3b activity. Thus, in contrast to the apparent perceptual-biasing role of swBRN activity, contralateral posterior alpha activity may represent an attentionally maintained task set linking stimulus-specific information and task-specific response requirements.
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27
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Abstract
Previous animal research has revealed neuronal activity underlying short-term retention of vibrotactile stimuli, providing evidence for a parametric representation of stimulus frequency in primate tactile working memory (Romo et al., 1999). Here, we investigated the neural correlates of vibrotactile frequency processing in human working memory, using noninvasive electroencephalography (EEG). Participants judged the frequencies of vibrotactile stimuli delivered to the fingertip in a delayed match-to-sample frequency discrimination task. As expected, vibrotactile stimulation elicited pronounced steady-state evoked potentials, which were source-localized in primary somatosensory cortex. Furthermore, parametric analysis of induced EEG responses revealed that the frequency of stimulation was reflected by systematic modulations of synchronized oscillatory activity in nonprimary cortical areas. Stimulus processing was accompanied by frequency-dependent alpha-band responses (8-12 Hz) over dorsal occipital cortex. The critical new finding was that, throughout the retention interval, the stimulus frequency held in working memory was systematically represented by a modulation in prefrontal beta activity (20-25 Hz), which was source-localized to the inferior frontal gyrus. This modulation in oscillatory activity during stimulus retention was related to successful frequency discrimination, thus reflecting behaviorally relevant information. Together, the results complement previous findings of parametric working memory correlates in nonhuman primates and suggest that the quantitative representation of vibrotactile frequency in sensory memory entails systematic modulations of synchronized neural activity in human prefrontal cortex.
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28
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Macaluso E. Orienting of spatial attention and the interplay between the senses. Cortex 2009; 46:282-97. [PMID: 19540475 DOI: 10.1016/j.cortex.2009.05.010] [Citation(s) in RCA: 77] [Impact Index Per Article: 4.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/13/2009] [Revised: 04/27/2009] [Accepted: 05/14/2009] [Indexed: 11/30/2022]
Abstract
Many everyday situations require combining complex sensory signals about the external world with ongoing goals and expectations. Here I examine the role of attention in this process and consider the underlying neural substrates. First, mechanisms of spatial attention in the visual modality are reviewed, emphasising the involvement of fronto-parietal cortex. Spatial attention takes into account endogenous factors, e.g., information about behavioural relevance, as well as signals arising from the external world (stimulus-driven control). Stimulus-driven control is thought to take place automatically and independently from endogenous factors. However, recent findings demonstrate that endogenous and stimulus-driven mechanisms co-operate, jointly contributing for the selection of the relevant spatial location. Next, I will turn to studies of multisensory spatial attention. These have shown that attention control in fronto-parietal cortex operates supramodally. Supramodal control exerts top-down influences onto sensory-specific areas, enhancing the processing of stimuli at the attended location irrespective of modality. Unlike unimodal visual attention, but in line with traditional views of multisensory integration, multisensory attention can operate in a fully automatic manner regardless of relevance and task-set. I discuss these findings in relation to functional/anatomical pathways that may mediate multisensory attention control, highlighting possible links between spatial attention and multisensory integration of space.
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Affiliation(s)
- Emiliano Macaluso
- Neuroimaging Laboratory, Santa Lucia Foundation, via Ardeatina 306, Rome, Italy.
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29
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Trenner M, Schubert R, Heekeren H, Fahle M. 107. BOLD-signal changes in human visual cortex related to the fading of learned somatosensory-visual associations. Clin Neurophysiol 2009. [DOI: 10.1016/j.clinph.2008.07.106] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/29/2022]
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30
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Senkowski D, Schneider TR, Foxe JJ, Engel AK. Crossmodal binding through neural coherence: implications for multisensory processing. Trends Neurosci 2008; 31:401-9. [PMID: 18602171 DOI: 10.1016/j.tins.2008.05.002] [Citation(s) in RCA: 277] [Impact Index Per Article: 16.3] [Reference Citation Analysis] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/04/2007] [Revised: 05/06/2008] [Accepted: 05/06/2008] [Indexed: 11/18/2022]
Affiliation(s)
- Daniel Senkowski
- Department of Neurophysiology and Pathophysiology, University Medical Center Hamburg-Eppendorf, Hamburg, Germany
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