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Chota S, Bruat AT, Van der Stigchel S, Strauch C. Steady-state Visual Evoked Potentials Reveal Dynamic (Re)allocation of Spatial Attention during Maintenance and Utilization of Visual Working Memory. J Cogn Neurosci 2024; 36:800-814. [PMID: 38261370 DOI: 10.1162/jocn_a_02107] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/24/2024]
Abstract
Visual working memory (VWM) allows storing goal-relevant information to guide future behavior. Prior work suggests that VWM is spatially organized and relies on spatial attention directed toward locations at which memory items were encoded, even if location is task-irrelevant. Importantly, attention often needs to be dynamically redistributed between locations, for example, in preparation for an upcoming probe. Very little is known about how attentional resources are distributed between multiple locations during a VWM task and even less about the dynamic changes governing such attentional shifts over time. This is largely due to the inability to use behavioral outcomes to reveal fast dynamic changes within trials. We here demonstrated that EEG steady-state visual evoked potentials (SSVEPs) successfully track the dynamic allocation of spatial attention during a VWM task. Participants were presented with to-be-memorized gratings and distractors at two distinct locations, tagged with flickering discs. This allowed us to dynamically track attention allocated to memory and distractor items via their coupling with space by quantifying the amplitude and coherence of SSVEP responses in the EEG signal to flickering stimuli at the former memory and distractor locations. SSVEP responses did not differ between memory and distractor locations during early maintenance. However, shortly before probe comparison, we observed a decrease in SSVEP coherence over distractor locations indicative of a reallocation of spatial attentional resources. RTs were shorter when preceded by stronger decreases in SSVEP coherence at distractor locations, likely reflecting attentional shifts from the distractor to the probe or memory location. We demonstrate that SSVEPs can inform about dynamic processes in VWM, even if location does not have to be reported by participants. This finding not only supports the notion of a spatially organized VWM but also reveals that SSVEPs betray a dynamic prioritization process of working memory items and locations over time that is directly predictive of memory performance.
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Chota S, VanRullen R, Gulbinaite R. Random Tactile Noise Stimulation Reveals Beta-Rhythmic Impulse Response Function of the Somatosensory System. J Neurosci 2023; 43:3107-3119. [PMID: 36931709 PMCID: PMC10146486 DOI: 10.1523/jneurosci.1758-22.2023] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/13/2022] [Revised: 01/10/2023] [Accepted: 01/13/2023] [Indexed: 03/19/2023] Open
Abstract
Both passive tactile stimulation and motor actions result in dynamic changes in beta band (15-30 Hz Hz) oscillations over somatosensory cortex. Similar to alpha band (8-12 Hz) power decrease in the visual system, beta band power also decreases following stimulation of the somatosensory system. This relative suppression of α and β oscillations is generally interpreted as an increase in cortical excitability. Here, next to traditional single-pulse stimuli, we used a random intensity continuous right index finger tactile stimulation (white noise), which enabled us to uncover an impulse response function of the somatosensory system. Contrary to previous findings, we demonstrate a burst-like initial increase rather than decrease of beta activity following white noise stimulation (human participants, N = 18, 8 female). These β bursts, on average, lasted for 3 cycles, and their frequency was correlated with resonant frequency of somatosensory cortex, as measured by a multifrequency steady-state somatosensory evoked potential paradigm. Furthermore, beta band bursts shared spectro-temporal characteristics with evoked and resting-state β oscillations. Together, our findings not only reveal a novel oscillatory signature of somatosensory processing that mimics the previously reported visual impulse response functions, but also point to a common oscillatory generator underlying spontaneous β bursts in the absence of tactile stimulation and phase-locked β bursts following stimulation, the frequency of which is determined by the resonance properties of the somatosensory system.SIGNIFICANCE STATEMENT The investigation of the transient nature of oscillations has gained great popularity in recent years. The findings of bursting activity, rather than sustained oscillations in the beta band, have provided important insights into its role in movement planning, working memory, inhibition, and reactivation of neural ensembles. In this study, we show that also in response to tactile stimulation the somatosensory system responds with ∼3 cycle oscillatory beta band bursts, whose spectro-temporal characteristics are shared with evoked and resting-state beta band oscillatory signatures of the somatosensory system. As similar bursts have been observed in the visual domain, these oscillatory signatures might reflect an important supramodal mechanism in sensory processing.
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Affiliation(s)
- Samson Chota
- Centre de Recherche Cerveau et Cognition, Université de Toulouse, Toulouse, 31052, France
- Experimental Psychology, Helmholtz Institute, Utrecht University, Utrecht, 3584 CS, The Netherlands
| | - Rufin VanRullen
- Centre de Recherche Cerveau et Cognition, Université de Toulouse, Toulouse, 31052, France
| | - Rasa Gulbinaite
- Netherlands Institute for Neuroscience, Amsterdam, 1105 BA, The Netherlands
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Chota S, Gayet S, Kenemans JL, Olivers CNL, Van der Stigchel S. A matter of availability: sharper tuning for memorized than for perceived stimulus features. Cereb Cortex 2023:7097865. [PMID: 37005059 DOI: 10.1093/cercor/bhad064] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/03/2022] [Revised: 02/08/2023] [Accepted: 02/09/2023] [Indexed: 04/04/2023] Open
Abstract
Our visual environment is relatively stable over time. An optimized visual system could capitalize on this by devoting less representational resources to objects that are physically present. The vividness of subjective experience, however, suggests that externally available (perceived) information is more strongly represented in neural signals than memorized information. To distinguish between these opposing predictions, we use EEG multivariate pattern analysis to quantify the representational strength of task-relevant features in anticipation of a change-detection task. Perceptual availability was manipulated between experimental blocks by either keeping the stimulus available on the screen during a 2-s delay period (perception) or removing it shortly after its initial presentation (memory). We find that task-relevant (attended) memorized features are more strongly represented than irrelevant (unattended) features. More importantly, we find that task-relevant features evoke significantly weaker representations when they are perceptually available compared with when they are unavailable. These findings demonstrate that, contrary to what subjective experience suggests, vividly perceived stimuli elicit weaker neural representations (in terms of detectable multivariate information) than the same stimuli maintained in visual working memory. We hypothesize that an efficient visual system spends little of its limited resources on the internal representation of information that is externally available anyway.
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Affiliation(s)
- Samson Chota
- Experimental Psychology, Helmholtz Institute, Utrecht University, Heidelberglaan 8, Utrecht, the Netherlands
| | - Surya Gayet
- Experimental Psychology, Helmholtz Institute, Utrecht University, Heidelberglaan 8, Utrecht, the Netherlands
| | - J Leon Kenemans
- Experimental Psychology, Helmholtz Institute, Utrecht University, Heidelberglaan 8, Utrecht, the Netherlands
| | - Christian N L Olivers
- Department of Experimental and Applied Psychology, Vrije Universiteit Amsterdam, Van der Boechorststraat 1, 1081 BT Amsterdam, The Netherlands
| | - Stefan Van der Stigchel
- Experimental Psychology, Helmholtz Institute, Utrecht University, Heidelberglaan 8, Utrecht, the Netherlands
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Koevoet D, Sahakian A, Chota S. How the brain stays in sync with the real world. eLife 2023; 12:e85301. [PMID: 36656282 PMCID: PMC9851611 DOI: 10.7554/elife.85301] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/20/2023] Open
Abstract
The brain can predict the location of a moving object to compensate for the delays caused by the processing of neural signals.
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Affiliation(s)
- Damian Koevoet
- Experimental Psychology, Helmholtz Institute, Utrecht UniversityUtrechtNetherlands
| | - Andre Sahakian
- Experimental Psychology, Helmholtz Institute, Utrecht UniversityUtrechtNetherlands
| | - Samson Chota
- Experimental Psychology, Helmholtz Institute, Utrecht UniversityUtrechtNetherlands
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Chota S, van der Stigchel S. Attention samples features in working memory rhythmically. J Vis 2022. [DOI: 10.1167/jov.22.14.3485] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/23/2022] Open
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Chota S, Leto C, van Zantwijk L, Van der Stigchel S. Attention rhythmically samples multi-feature objects in working memory. Sci Rep 2022; 12:14703. [PMID: 36038570 PMCID: PMC9424255 DOI: 10.1038/s41598-022-18819-z] [Citation(s) in RCA: 9] [Impact Index Per Article: 4.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/10/2022] [Accepted: 08/19/2022] [Indexed: 11/14/2022] Open
Abstract
Attention allows us to selectively enhance processing of specific locations or features in our external environment while filtering out irrelevant information. It is currently hypothesized that this is achieved through boosting of relevant sensory signals which biases the competition between neural representations. Recent neurophysiological and behavioral studies revealed that attention is a fundamentally rhythmic process, tightly linked to neural oscillations in frontoparietal networks. Instead of continuously highlighting a single object or location, attention rhythmically alternates between multiple relevant representations at a frequency of 3–8 Hz. However, attention cannot only be directed towards the external world but also towards internal visual working memory (VWM) representations, e.g. when selecting one of several search templates to find corresponding objects in the external world. Two recent studies demonstrate that single-feature objects in VWM are attended in a similar rhythmic fashion as perceived objects. Here we add to the literature by showing that non-spatial retro-cues initiate comparable theta-rhythmic sampling of multi-feature objects in VWM. Our findings add to the converging body of evidence that external and internal visual representations are accessed by similar rhythmic attentional mechanisms and present a potential solution to the binding problem in working memory.
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Affiliation(s)
- Samson Chota
- Helmholtz Institute, Utrecht University, 3584 CS, Utrecht, The Netherlands.
| | - Carlo Leto
- Helmholtz Institute, Utrecht University, 3584 CS, Utrecht, The Netherlands
| | - Laura van Zantwijk
- Helmholtz Institute, Utrecht University, 3584 CS, Utrecht, The Netherlands
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Chota S, Marque P, VanRullen R. Occipital alpha-TMS causally modulates temporal order judgements: Evidence for discrete temporal windows in vision. Neuroimage 2021; 237:118173. [PMID: 34000403 DOI: 10.1016/j.neuroimage.2021.118173] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/27/2021] [Revised: 04/16/2021] [Accepted: 05/07/2021] [Indexed: 11/15/2022] Open
Abstract
Recent advances in neuroscience have challenged the view of conscious visual perception as a continuous process. Behavioral performance, reaction times and some visual illusions all undergo periodic fluctuations that can be traced back to oscillatory activity in the brain. These findings have given rise to the idea of a discrete sampling mechanism in the visual system. In this study we seek to investigate the causal relationship between occipital alpha oscillations and Temporal Order Judgements using neural entrainment via rhythmic TMS in 18 human subjects (9 females). We find that certain phases of the entrained oscillation facilitate temporal order perception of two visual stimuli, whereas others hinder it. Our findings support the idea that the visual system periodically compresses information into discrete packages within which temporal order information is lost. SIGNIFICANCE STATEMENT: Neural entrainment via TMS serves as a valuable tool to interfere with cortical rhythms and observe changes in perception. Here, using α-rhythmic TMS-pulses, we demonstrate the effect of the phase of entrained oscillations on performance in a temporal order judgment task. In extension of previous work, we 1. causally influenced brain rhythms far more directly using TMS, and 2. showed that previous results on discrete perception cannot simply be explained by rhythmic fluctuations in visibility. Our findings support the idea that the temporal organization of visual processing is discrete rather than continuous, and is causally modulated by cortical rhythms. To our knowledge, this is the first study providing causal evidence via TMS for an endogenous periodic modulation of time perception.
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Affiliation(s)
- Samson Chota
- Université de Toulouse, UPS, Centre de Recherche Cerveau et Cognition, 31052 Toulouse, France; CerCo, CNRS UMR 5549, 31052 Toulouse, France.
| | - Phillipe Marque
- Médicine Physique et de réadaption, CHU Rangueil, 31062 Toulouse, France
| | - Rufin VanRullen
- Université de Toulouse, UPS, Centre de Recherche Cerveau et Cognition, 31052 Toulouse, France; CerCo, CNRS UMR 5549, 31052 Toulouse, France
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Affiliation(s)
- Samson Chota
- Department of Experimental Psychology, Helmholtz Institute, Utrecht University, Utrecht, The Netherlands
| | - Stefan Van der Stigchel
- Department of Experimental Psychology, Helmholtz Institute, Utrecht University, Utrecht, The Netherlands
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Chota S, McLelland D, Lavergne L, Zimmermann E, Cavanagh P, VanRullen R. Full Field Masking Causes Reversals in Perceived Event Order. Front Neurosci 2020; 14:217. [PMID: 32256310 PMCID: PMC7090228 DOI: 10.3389/fnins.2020.00217] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/07/2019] [Accepted: 02/27/2020] [Indexed: 11/25/2022] Open
Abstract
We generally experience a stable visual world in spite of regular disruptions caused by our own movements (saccades, blinks) or by the visual input itself (flashes, occlusions). In trying to understand the mechanisms responsible for this stability, saccades have been particularly well-studied, and a number of peri-saccadic perceptual distortions (spatial and temporal compression, failure to detect target displacement) have been explored. It has been shown that some of these distortions are not saccade specific, but also arise when the visual input is instead abruptly and briefly masked. Here, we demonstrate that another peri-saccadic distortion, the reversal of the temporal order of a pair of brief events, may also be found with masking. Human participants performed a temporal order judgment task, and the timing of stimuli and mask was varied over trials. Perceptual order was reversed on ~25% of the trials at the shortest stimulus to mask intervals. This was not merely a failure of target detection, since participants often reported these reversals with high subjective confidence. These findings update the constraints on models of stability around disruptions.
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Affiliation(s)
- Samson Chota
- CerCo, Université de Toulouse Paul Sabatier, CNRS, Toulouse, France
- *Correspondence: Samson Chota
| | | | - Louisa Lavergne
- Université de Paris, Laboratoire Vision Action Cognition EA7326, Paris, France
| | - Eckart Zimmermann
- Faculty of Mathematics and Natural Sciences, Institute for Experimental Psychology, Heinrich Heine University Düsseldorf, Düsseldorf, Germany
| | - Patrick Cavanagh
- Université de Paris, Laboratoire Vision Action Cognition EA7326, Paris, France
| | - Rufin VanRullen
- CerCo, Université de Toulouse Paul Sabatier, CNRS, Toulouse, France
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Chota S, Marque P, VanRullen R. Occipital Alpha-TMS causally modulates Temporal Order Judgements: Evidence for discrete temporal windows in vision. J Vis 2019. [DOI: 10.1167/19.10.50] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/24/2022] Open
Affiliation(s)
- Samson Chota
- Université de Toulouse, UPS, Centre de Recherche Cerveau et Cognition, 31052 Toulouse, France
- CerCo, CNRS UMR 5549, 31052 Toulouse, France
| | - Phillipe Marque
- Médicine Physique et de réadap-tion, CHU Rangueil, 31062 Toulouse, France
| | - Rufin VanRullen
- Université de Toulouse, UPS, Centre de Recherche Cerveau et Cognition, 31052 Toulouse, France
- CerCo, CNRS UMR 5549, 31052 Toulouse, France
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Abstract
It has long been debated whether visual processing is, at least partially, a discrete process. Although vision appears to be a continuous stream of sensory information, sophisticated experiments reveal periodic modulations of perception and behavior. Previous work has demonstrated that the phase of endogenous neural oscillations in the 10 Hz range predicts the "lag" of the flash lag effect, a temporal visual illusion in which a static object is perceived to be lagging in time behind a moving object. Consequently, it has been proposed that the flash lag illusion could be a manifestation of a periodic, discrete sampling mechanism in the visual system. In this experiment we set out to causally test this hypothesis by entraining the visual system to a periodic 10 Hz stimulus and probing the flash lag effect (FLE) at different time points during entrainment. We hypothesized that the perceived FLE would be modulated over time, at the same frequency as the entrainer (10 Hz). A frequency analysis of the average FLE time-course indeed reveals a significant peak at 10 Hz as well as a strong phase consistency between subjects (N = 25). Our findings provide causal evidence for fluctuations in temporal perception and indicate an involvement of occipital alpha oscillations.
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Affiliation(s)
- Samson Chota
- Centre de Recherche Cerveau et Cognition (CerCo), CNRS, UMR5549, Université de Toulouse, Toulouse, France
| | - Rufin VanRullen
- Centre de Recherche Cerveau et Cognition (CerCo), CNRS, UMR5549, Université de Toulouse, Toulouse, France
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Chota S, Luo C, Crouzet SM, Boyer L, Kienitz R, Schmid MC, VanRullen R. Rhythmic fluctuations of saccadic reaction time arising from visual competition. Sci Rep 2018; 8:15889. [PMID: 30367113 PMCID: PMC6203856 DOI: 10.1038/s41598-018-34252-7] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/08/2018] [Accepted: 10/09/2018] [Indexed: 11/08/2022] Open
Abstract
Recent research indicates that attentional stimulus selection could be a rhythmic process. In monkey, neurons in V4 and IT exhibit rhythmic spiking activity in the theta range in response to a stimulus. When two stimuli are presented together, the rhythmic neuronal responses to each occur in anti-phase, a result indicative of competitive interactions. In addition, it was recently demonstrated that these alternating oscillations in monkey V4 modulate the speed of saccadic responses to a target flashed on one of the two competing stimuli. Here, we replicate a similar behavioral task in humans (7 participants, each performed 4000 trials) and report a pattern of results consistent with the monkey findings: saccadic response times fluctuate in the theta range (6 Hz), with opposite phase for targets flashed on distinct competing stimuli.
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Affiliation(s)
- Samson Chota
- Université de Toulouse, UPS, Centre de Recherche Cerveau et Cognition, 31052, Toulouse, France.
- CerCo, CNRS UMR 5549, 31052, Toulouse, France.
| | - Canhuang Luo
- Université de Toulouse, UPS, Centre de Recherche Cerveau et Cognition, 31052, Toulouse, France
- CerCo, CNRS UMR 5549, 31052, Toulouse, France
| | - Sébastien M Crouzet
- Université de Toulouse, UPS, Centre de Recherche Cerveau et Cognition, 31052, Toulouse, France
- CerCo, CNRS UMR 5549, 31052, Toulouse, France
| | - Léa Boyer
- Université de Toulouse, UPS, Centre de Recherche Cerveau et Cognition, 31052, Toulouse, France
- CerCo, CNRS UMR 5549, 31052, Toulouse, France
| | - Ricardo Kienitz
- Ernst Strüngmann Institute (ESI) for Neuroscience in Cooperation with Max Planck Society, Deutschordenstrasse 46, 60528, Frankfurt, Germany
- Institute of Neuroscience, Newcastle University, Framlington Place, Newcastle upon Tyne, NE2 4HH, UK
| | - Michael Christoph Schmid
- Ernst Strüngmann Institute (ESI) for Neuroscience in Cooperation with Max Planck Society, Deutschordenstrasse 46, 60528, Frankfurt, Germany
- Institute of Neuroscience, Newcastle University, Framlington Place, Newcastle upon Tyne, NE2 4HH, UK
| | - Rufin VanRullen
- Université de Toulouse, UPS, Centre de Recherche Cerveau et Cognition, 31052, Toulouse, France
- CerCo, CNRS UMR 5549, 31052, Toulouse, France
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