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Zajkowski W, Badman RP, Haruno M, Akaishi R. A neurocognitive mechanism for increased cooperation during group formation. COMMUNICATIONS PSYCHOLOGY 2024; 2:127. [PMID: 39715935 DOI: 10.1038/s44271-024-00177-3] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Received: 04/13/2024] [Accepted: 12/02/2024] [Indexed: 12/25/2024]
Abstract
How do group size changes influence cooperation within groups? To examine this question, we performed a dynamic, network-based prisoner's dilemma experiment with fMRI. Across 83 human participants, we observed increased cooperation as group size increased. However, our computational modeling analysis of behavior and fMRI revealed that groups size itself did not increase cooperation. Rather, interaction between (1) participants' stable prosocial tendencies, and (2) dynamic reciprocal strategy weighed by memory confidence, underlies the group size-modulated increase in cooperation because the balance between them shifts towards the prosocial tendency with higher memory demands in larger groups. We found that memory confidence was encoded in fusiform gyrus and precuneus, whereas its integration with prosocial tendencies was reflected in the left DLPFC and dACC. Therefore, interaction between recall uncertainty during reciprocal interaction (i.e., forgetting) and one's individual prosocial preference is a core pillar of emergent cooperation in more naturalistic and dynamic group formation.
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Affiliation(s)
- Wojciech Zajkowski
- Social Value Decision-Making Collaboration Unit, RIKEN Centre for Brain Science BTCC TOYOTA Collaboration Center, Wako, Saitama, 351-0198, Japan.
- Laboratory of Sensorimotor Research, National Eye Institute, National Institutes of Health, Bethesda, MD, USA.
| | - Ryan P Badman
- Social Value Decision-Making Collaboration Unit, RIKEN Centre for Brain Science BTCC TOYOTA Collaboration Center, Wako, Saitama, 351-0198, Japan
- Department of Neurobiology, Harvard Medical School, Boston, MA, 02115, USA
- Kempner Institute, Harvard University, Boston, MA, 02134, USA
| | - Masahiko Haruno
- Center for Information and Neural Networks, National Institute of Information and Communications Technology, Suita, Osaka, 565-0871, Japan
| | - Rei Akaishi
- Social Value Decision-Making Collaboration Unit, RIKEN Centre for Brain Science BTCC TOYOTA Collaboration Center, Wako, Saitama, 351-0198, Japan.
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Ali H, Chatburn A, Immink MA. Post-error slowing during motor sequence learning under extrinsic and intrinsic error feedback conditions. PSYCHOLOGICAL RESEARCH 2024; 89:1. [PMID: 39520578 DOI: 10.1007/s00426-024-02037-5] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/28/2024] [Accepted: 10/19/2024] [Indexed: 11/16/2024]
Abstract
Post-error slowing, described as an error-corrective index of response binding during motor sequence learning, has only been demonstrated in the serial reaction time task under conditions where extrinsic error feedback is presented. The present experiment investigated whether post-error slowing is dependent on, or is influenced by, extrinsic error feedback. Thirty participants (14 females, Mage = 21.9 ± 1.8 years) completed the serial reaction time task with or without presentation of extrinsic error feedback. Post-error slowing was observed following response error whether feedback was presented or not. However, presentation of extrinsic error feedback increased post-error slowing across practice and extended the number of responses that were slowed following an error. There was no evidence of feedback effects on motor sequence learning or explicit awareness. Instead, feedback appeared to function as a performance factor that reduced response error rates relative to no feedback conditions. These findings illustrate that post-error slowing in motor sequence learning is not reliant on or a result of presentation of extrinsic error information. More specific to the serial reaction time task paradigm, the present findings demonstrate that the common practice of presenting error feedback is not necessary for investigating motor sequence learning unless the aim is to maintain low error rate. However, doing so might inflate reaction time in latter training blocks.
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Affiliation(s)
- Hassan Ali
- Flinders University, Adelaide, Australia
- University of South Australia, Adelaide, Australia
| | | | - Maarten A Immink
- Flinders University, Adelaide, Australia.
- University of South Australia, Adelaide, Australia.
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3
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Razafimahatratra S, Guieysse T, Lejeune FX, Houot M, Medani T, Dreyfus G, Klarsfeld A, Villain N, Pereira FR, La Corte V, George N, Pantazis D, Andrade K. Can a failure in the error-monitoring system explain unawareness of memory deficits in Alzheimer's disease? Cortex 2023; 166:428-440. [PMID: 37423786 DOI: 10.1016/j.cortex.2023.05.014] [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: 10/02/2022] [Revised: 03/13/2023] [Accepted: 05/11/2023] [Indexed: 07/11/2023]
Abstract
Unawareness of memory deficits is an early manifestation in patients with Alzheimer's disease (AD), which often delays diagnosis. This intriguing behavior constitutes a form of anosognosia, whose neural mechanisms remain largely unknown. We hypothesized that anosognosia may depend on a critical synaptic failure in the error-monitoring system, which would prevent AD patients from being aware of their own memory impairment. To investigate, we measured event-related potentials (ERPs) evoked by erroneous responses during a word memory recognition task in two groups of amyloid positive individuals with only subjective memory complaints at study entry: those who progressed to AD within the five-year study period (PROG group), and those who remained cognitively normal (CTRL group). A significant reduction in the amplitude of the positivity error (Pe), an ERP related to error awareness, was observed in the PROG group at the time of AD diagnosis (vs study entry) in intra-group analysis, as well as when compared with the CTRL group in inter-group analysis, based on the last EEG acquisition for all subjects. Importantly, at the time of AD diagnosis, the PROG group exhibited clinical signs of anosognosia, overestimating their cognitive abilities, as evidenced by the discrepancy scores obtained from caregiver/informant vs participant reports on the cognitive subscale of the Healthy Aging Brain Care Monitor. To our knowledge, this is the first study to reveal the emergence of a failure in the error-monitoring system during a word memory recognition task at the early stages of AD. This finding, along with the decline of awareness for cognitive impairment observed in the PROG group, strongly suggests that a synaptic dysfunction in the error-monitoring system may be the critical neural mechanism at the origin of unawareness of deficits in AD.
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Affiliation(s)
- Solofo Razafimahatratra
- Institute of Memory and Alzheimer's Disease (IM2A), Department of Neurology, AP-HP, Pitié-Salpêtrière Hospital, Paris, France
| | - Thomas Guieysse
- Institute of Memory and Alzheimer's Disease (IM2A), Department of Neurology, AP-HP, Pitié-Salpêtrière Hospital, Paris, France
| | - François-Xavier Lejeune
- Sorbonne Université, Paris Brain Institute (ICM Institut du Cerveau), AP-HP, INSERM, CNRS, University Hospital Pitié-Salpêtrière, Paris, France; Paris Brain Institute's Data and Analysis Core, University Hospital Pitié-Salpêtrière, Paris, France
| | - Marion Houot
- Institute of Memory and Alzheimer's Disease (IM2A), Department of Neurology, AP-HP, Pitié-Salpêtrière Hospital, Paris, France; Centre of Excellence of Neurodegenerative Disease (CoEN), AP-HP, Pitié-Salpêtrière Hospital, Paris, France; Clinical Investigation Centre, Institut du Cerveau et de la Moelle épinière (ICM), Pitié-Salpêtrière Hospital Paris, France
| | - Takfarinas Medani
- Signal & Image Processing Institute, University of Southern California, Los Angeles, CA 90089, USA
| | | | - André Klarsfeld
- Laboratory of Brain Plasticity, CNRS UMR 8249, ESPCI Paris - PSL, Paris, France
| | - Nicolas Villain
- Institute of Memory and Alzheimer's Disease (IM2A), Department of Neurology, AP-HP, Pitié-Salpêtrière Hospital, Paris, France
| | - Filipa Raposo Pereira
- Brain & Spine Institute, ICM, INSERM U 1127, CNRS UMR 7225, Sorbonne Université, Centre MEG-EEG, F-75013, Paris, France
| | - Valentina La Corte
- Institute of Memory and Alzheimer's Disease (IM2A), Department of Neurology, AP-HP, Pitié-Salpêtrière Hospital, Paris, France
| | - Nathalie George
- Brain & Spine Institute, ICM, INSERM U 1127, CNRS UMR 7225, Sorbonne Université, Centre MEG-EEG, F-75013, Paris, France
| | - Dimitrios Pantazis
- McGovern Institute for Brain Research, Massachusetts Institute of Technology, Cambridge, MA, USA
| | - Katia Andrade
- Institute of Memory and Alzheimer's Disease (IM2A), Department of Neurology, AP-HP, Pitié-Salpêtrière Hospital, Paris, France; Laboratory of Brain Plasticity, CNRS UMR 8249, ESPCI Paris - PSL, Paris, France; FrontLab, Paris Brain Institute, ICM, Pitié Salpêtrière GH, 47 Bd de l'Hôpital, 75013, Paris, France.
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Öztel T, Balci F. Temporal Error Monitoring Does Not Depend on Working Memory. Psychol Rep 2023:332941231187121. [PMID: 37439072 DOI: 10.1177/00332941231187121] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 07/14/2023]
Abstract
Working memory (WM) and metacognition has been documented to be in a reciprocal relationship. This study aims to address if temporal error monitoring performance can be diminished with increased working memory load. We hypothesized that if temporal error monitoring has commonalities with perceptual error monitoring, temporal error monitoring performance should be diminished by increased working memory load. Participants completed a temporal error monitoring task in a dual task design in which the secondary task was a letter alphabetization task. Results revealed no disrupting effect of WM load on either confidence or short-long judgments as being different metrics of temporal error monitoring ability. These results demonstrate that unlike perceptual error monitoring, WM and temporal error monitoring have distinct processing mechanisms. With this result, the current study suggests that temporal and perceptual error monitoring may partially rely on different mechanisms. Results are discussed within A Theory of Magnitude (ATOM), pacemaker-accumulator model and temporal error monitoring frameworks.
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Affiliation(s)
- Tutku Öztel
- Department of Psychology, Koç University, Istanbul, Turkey
| | - Fuat Balci
- Department of Biological Sciences, University of Manitoba, Winnipeg, Canada
- Department of Psychology, Koç University, Istanbul, Turkey
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Furstenberg A, Sompolinsky H, Deouell LY. Error monitoring when no errors are possible: Arbitrary free-choice decisions invoke error monitoring processes. iScience 2023; 26:106373. [PMID: 37009217 PMCID: PMC10060684 DOI: 10.1016/j.isci.2023.106373] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/23/2022] [Revised: 01/15/2023] [Accepted: 03/06/2023] [Indexed: 03/12/2023] Open
Abstract
Some decisions make a difference, but most are arbitrary and inconsequential, like which of several identical new pairs of socks should I wear? Healthy people swiftly make such decisions even with no rational reasons to rely on. In fact, arbitrary decisions have been suggested as demonstrating "free will". However, several clinical populations and some healthy individuals have significant difficulties in making such arbitrary decisions. Here, we investigate the mechanisms involved in arbitrary picking decisions. We show that these decisions, arguably based on a whim, are subject to similar control mechanisms as reasoned decisions. Specifically, error-related negativity (ERN) brain response is elicited in the EEG following change of intention, without an external definition of error, and motor activity in the non-responding hand resembles actual errors both by its muscle EMG temporal dynamics and by the lateralized readiness potential (LRP) pattern. This provides new directions in understanding decision-making and its deficits.
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Affiliation(s)
- Ariel Furstenberg
- Edmond and Lily Safra Center for Brain Sciences, Hebrew University of Jerusalem, Jerusalem 9190401, Israel
| | - Haim Sompolinsky
- Edmond and Lily Safra Center for Brain Sciences, Hebrew University of Jerusalem, Jerusalem 9190401, Israel
- Center for Brain Science, Harvard University, Cambridge, MA 02138, USA
| | - Leon Y. Deouell
- Edmond and Lily Safra Center for Brain Sciences, Hebrew University of Jerusalem, Jerusalem 9190401, Israel
- Psychology Department, The Hebrew University of Jerusalem, Jerusalem 9190501, Israel
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Muralidharan V, Aron AR, Cohen MX, Schmidt R. Two modes of midfrontal theta suggest a role in conflict and error processing. Neuroimage 2023; 273:120107. [PMID: 37059155 DOI: 10.1016/j.neuroimage.2023.120107] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/05/2023] [Revised: 04/03/2023] [Accepted: 04/11/2023] [Indexed: 04/16/2023] Open
Abstract
Midfrontal theta increases during scenarios when conflicts are successfully resolved. Often considered a generic signal of cognitive control, its temporal nature has hardly been investigated. Using advanced spatiotemporal techniques, we uncover that midfrontal theta occurs as a transient oscillation or "event" at single trials with their timing reflecting computationally distinct modes. Single-trial analyses of electrophysiological data from participants performing the Flanker (N = 24) and Simon task (N = 15) were used to probe the relationship between theta and metrics of stimulus-response conflict. We specifically investigated "partial errors", in which a small burst of muscle activity in the incorrect response effector occurred, quickly followed by a correction. We found that transient theta events in single trials could be categorized into two distinct theta modes based on their relative timing to different task events. Theta events from the first mode occurred briefly after the task stimulus and might reflect conflict-related processing of the stimulus. In contrast, theta events from the second mode were more likely to occur around the time partial errors were committed, suggesting they were elicited by a potential upcoming error. Importantly, in trials in which a full error was committed, this "error-related theta" occurred too late with respect to the onset of the erroneous muscle response, supporting the role of theta also in error correction. We conclude that different modes of transient midfrontal theta can be adopted in single trials not only to process stimulus-response conflict, but also to correct erroneous responses.
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Affiliation(s)
- Vignesh Muralidharan
- Department of Psychology, University of California San Diego, 9500 Gilman Drive, La Jolla, California 92093, USA; Center for Brain Sciences and Applications, School of Artificial Intelligence and Data Sciences, Indian Institute of Technology Jodhpur, India.
| | - Adam R Aron
- Department of Psychology, University of California San Diego, 9500 Gilman Drive, La Jolla, California 92093, USA
| | - Michael X Cohen
- Radboud University Medical Centre, Nijmegen, Netherlands, and Donders Centre for Neuroscience
| | - Robert Schmidt
- Institute for Neural Computation, Faculty of Computer Science, Ruhr University Bochum, 44801 Bochum, Germany
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Rouy M, Roger M, Goueytes D, Pereira M, Roux P, Faivre N. Preserved electrophysiological markers of confidence in schizophrenia spectrum disorder. SCHIZOPHRENIA (HEIDELBERG, GERMANY) 2023; 9:12. [PMID: 36823178 PMCID: PMC9950441 DOI: 10.1038/s41537-023-00333-4] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 10/20/2022] [Accepted: 01/19/2023] [Indexed: 06/18/2023]
Abstract
A large number of behavioral studies suggest that confidence judgments are impaired in schizophrenia, motivating the search for neural correlates of an underlying metacognitive impairment. Electrophysiological studies suggest that a specific evoked response potential reflecting performance monitoring, namely the error-related negativity (ERN), is blunted in schizophrenia compared to healthy controls. However, attention has recently been drawn to a potential confound in the study of metacognition, namely that lower task-performance in schizophrenia compared to healthy controls involves a decreased index of metacognitive performance (where metacognitive performance is construed as the ability to calibrate one's confidence relative to response correctness), independently of metacognitive abilities among patients. Here, we assessed how this confound might also apply to ERN-blunting in schizophrenia. We used an adaptive staircase procedure to titrate task-performance on a motion discrimination task in which participants (N = 14 patients and 19 controls) had to report their confidence after each trial while we recorded high density EEG. Interestingly, not only metaperceptual abilities were preserved among patients at the behavioral level, but contrary to our hypothesis, we also found no electrophysiological evidence for altered EEG markers of performance monitoring. These results bring additional evidence suggesting an unaltered ability to monitor perceptual performance on a trial by trial basis in schizophrenia.
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Affiliation(s)
- Martin Rouy
- Université Grenoble Alpes, Université Savoie Mont Blanc, CNRS, LPNC, 38000, Grenoble, France.
| | | | - Dorian Goueytes
- Université Grenoble Alpes, Université Savoie Mont Blanc, CNRS, LPNC, 38000, Grenoble, France
| | - Michael Pereira
- Université Grenoble Alpes, Université Savoie Mont Blanc, CNRS, LPNC, 38000, Grenoble, France
| | - Paul Roux
- Centre Hospitalier de Versailles, Service Hospitalo-Universitaire de Psychiatrie d'Adultes et d'Addictologie, Le Chesnay; Université Paris-Saclay; Université de Versailles Saint-Quentin-En-Yvelines; DisAP-DevPsy-CESP, INSERM UMR1018, Villejuif, France
| | - Nathan Faivre
- Université Grenoble Alpes, Université Savoie Mont Blanc, CNRS, LPNC, 38000, Grenoble, France
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Guieysse T, Lamothe R, Houot M, Razafimahatratra S, Medani T, Lejeune FX, Dreyfus G, Klarsfeld A, Pantazis D, Koechlin E, Andrade K. Detecting Anosognosia from the Prodromal Stage of Alzheimer's Disease. J Alzheimers Dis 2023; 95:1723-1733. [PMID: 37718816 PMCID: PMC10578267 DOI: 10.3233/jad-230552] [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] [Accepted: 08/05/2023] [Indexed: 09/19/2023]
Abstract
BACKGROUND Though not originally developed for this purpose, the Healthy Aging Brain Care Monitor (HABC-M) seems a valuable instrument for assessing anosognosia in Alzheimer's disease (AD). OBJECTIVES Our study aimed at 1) investigating the validity of the HABC-M (31 items), and its cognitive, psychological, and functional subscales, in discriminating AD patients from controls; 2) exploring whether the HABC-M discrepancy scores between the self-reports of patients/controls in these different domains and the respective ratings provided by their caregivers/informants correlate with an online measure of self-awareness; 3) determining whether the caregiver burden level, also derived from the HABC-M, could add additional support for detecting anosognosia. METHODS The HABC-M was administered to 30 AD patients and 30 healthy controls, and to their caregivers/informants. A measure of online awareness was established from subjects' estimation of their performances in a computerized experiment. RESULTS The HABC-M discrepancy scores distinguished AD patients from controls. The cognitive subscale discriminated the two groups from the prodromal AD stage, with an AUC of 0.88 [95% CI: 0.78;0.97]. Adding the caregiver burden level raised it to 0.94 [0.86;0.99]. Significant correlations between the HABC-M and online discrepancy scores were observed in the patients group, providing convergent validity of these methods. CONCLUSIONS The cognitive HABC-M (six items) can detect anosognosia across the AD spectrum. The caregiver burden (four items) may corroborate the suspicion of anosognosia. The short-hybrid scale, built from these 10 items instead of the usual 31, showed the highest sensitivity for detecting anosognosia from the prodromal AD stage, which may further help with timely diagnosis.
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Affiliation(s)
- Thomas Guieysse
- Department of Neurology, Institute of Memory and Alzheimer’s Disease (IM2A), AP-HP, Pitié-Salpêtrière Hospital, Paris, France
| | - Roxane Lamothe
- Department of Neurology, Institute of Memory and Alzheimer’s Disease (IM2A), AP-HP, Pitié-Salpêtrière Hospital, Paris, France
| | - Marion Houot
- Department of Neurology, Institute of Memory and Alzheimer’s Disease (IM2A), AP-HP, Pitié-Salpêtrière Hospital, Paris, France
- Centre of Excellence of Neurodegenerative Disease (CoEN), AP-HP, Pitié-Salpêtrière Hospital, Paris, France
| | - Solofo Razafimahatratra
- Department of Neurology, Institute of Memory and Alzheimer’s Disease (IM2A), AP-HP, Pitié-Salpêtrière Hospital, Paris, France
| | - Takfarinas Medani
- Signal & Image Processing Institute, University of Southern California, Los Angeles, CA, USA
| | - François-Xavier Lejeune
- Paris Brain Institute (Institut du Cerveau, ICM), Data Analysis Core, INSERM, CNRS, Assistance Publique-Hôpitaux de Paris (AP-HP), Sorbonne Université, Pitié-Salpêtrière University Hospital, Paris, France
| | | | - André Klarsfeld
- Laboratory of Brain Plasticity, CNRS UMR 8249, ESPCI Paris - PSL, Paris, France
| | - Dimitrios Pantazis
- McGovern Institute for Brain Research, Massachusetts Institute of Technology, Cambridge, MA, USA
| | - Etienne Koechlin
- Laboratoire de Neurosciences Cognitives et Computationnelles, École Normale Supérieure, Paris, France
| | - Katia Andrade
- Department of Neurology, Institute of Memory and Alzheimer’s Disease (IM2A), AP-HP, Pitié-Salpêtrière Hospital, Paris, France
- Laboratory of Brain Plasticity, CNRS UMR 8249, ESPCI Paris - PSL, Paris, France
- FrontLab, Paris Brain Institute, ICM, Pitié Salpêtrière GH, Paris, France
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Vidal F, Burle B, Hasbroucq T. On the Comparison Between the Nc/CRN and the Ne/ERN. Front Hum Neurosci 2022; 15:788167. [PMID: 35812306 PMCID: PMC9261282 DOI: 10.3389/fnhum.2021.788167] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/01/2021] [Accepted: 12/23/2021] [Indexed: 11/13/2022] Open
Abstract
After the Error Negativity (Ne or ERN) has been described on full-blown errors and on partial error, a smaller Error Negativity-like wave (CRN or Nc) has also been evidenced on correct trials, first in patients with schizophrenia and, later on, in healthy subjects. The functional significance of the Nc as compared to the Ne is of critical importance since most models accounting for the genesis of the Ne on errors and partial errors cannot account for the existence of the Nc if this Nc simply corresponds to a small Ne. On the contrary, if the Nc and the Ne are two completely distinct components, then the existence of a Nc poses no constraint to the existing models. To this end, we examine in the present review the similarities and the differences existing between the Ne and the Nc regarding their functional properties and their anatomical origin.
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Affiliation(s)
- Franck Vidal
- Aix-Marseille Université, CNRS, LNC UMR 7291, Marseille, France
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Suarez S, Eynard B, Granon S. A Dissociation of Attention, Executive Function and Reaction to Difficulty: Development of the MindPulse Test, a Novel Digital Neuropsychological Test for Precise Quantification of Perceptual-Motor Decision-Making Processes. Front Neurosci 2021; 15:650219. [PMID: 34349614 PMCID: PMC8326915 DOI: 10.3389/fnins.2021.650219] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/06/2021] [Accepted: 06/15/2021] [Indexed: 12/02/2022] Open
Abstract
Traditionally, neuropsychological testing has assessed processing speed and precision, closely related to the ability to perform high-order cognitive tasks. An individual making a decision under time pressure must constantly rebalance its speed to action in order to account for possible errors. A deficit in processing speed appears to be afrequent disorder caused by cerebral damage — but it can be hard to pinpoint the exact cause of the slowdown. It is therefore important to separate the perceptual-motor component of processing speed from the decision-time component. We present a technique to isolate Reaction Times (RTs): a short digital test to assess the decision-making abilities of individuals by gauging their ability to balance between speed and precision. Our hypothesis is that some subjects willaccelerate, and others slow down in the face of the difficulty. This pilot study, conducted on 83 neurotypical adult volunteers, used images stimuli. The test was designed to measure RTs and correctness. After learning release gesture, the subjects were presented with three tasks: a simple Reaction Time task, a Go/No-Go, and a complex Go/No-Go with 2 simultaneous Choices. All three tasks have in common a perceptual component and a motor response. By measuring the 3 reference points requiring attentional and executive processing, while progressively increasing the conceptual complexity of the task, we were able to compare the processing times for different tasks — thus calculating the deceleration specific to the reaction time linked to difficulty. We defined the difficulty coefficient of a task as being the ratio of the group average time of this task minus the base time/average time of the unit task minus the base time. We found that RTs can be broken down into three elementary, uncorrelated components: Reaction Time, Executive Speed, and Reaction to Difficulty (RD). We hypothesized that RD reflects how the subject reacts to difficulty by accelerating (RD < 0) or decelerating (RD > 0). Thus we provide here a first proof of concept: the ability to measure four axes of the speed-precision trade-off inherent in a subject’s fundamental decision making: perceptual-motor speed, executive speed, subject accuracy, and reaction to difficulty.
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Affiliation(s)
| | - Bertrand Eynard
- IHES, Institut des Hautes Études Scientifiques, Bures-sur-Yvette, France.,IPHT/DRF/CEA Institut de Physique Théorique, Gif-sur-Yvette, France
| | - Sylvie Granon
- Université Paris-Saclay, CNRS, Institut des Neurosciences Paris-Saclay, Gif-sur-Yvette, France
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Nguyen TV, Balachandran P, Muggleton NG, Liang WK, Juan CH. Dynamical EEG Indices of Progressive Motor Inhibition and Error-Monitoring. Brain Sci 2021; 11:brainsci11040478. [PMID: 33918711 PMCID: PMC8070019 DOI: 10.3390/brainsci11040478] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/14/2021] [Revised: 04/01/2021] [Accepted: 04/06/2021] [Indexed: 12/03/2022] Open
Abstract
Response inhibition has been widely explored using the stop signal paradigm in the laboratory setting. However, the mechanism that demarcates attentional capture from the motor inhibition process is still unclear. Error monitoring is also involved in the stop signal task. Error responses that do not complete, i.e., partial errors, may require different error monitoring mechanisms relative to an overt error. Thus, in this study, we included a “continue go” (Cont_Go) condition to the stop signal task to investigate the inhibitory control process. To establish the finer difference in error processing (partial vs. full unsuccessful stop (USST)), a grip-force device was used in tandem with electroencephalographic (EEG), and the time-frequency characteristics were computed with Hilbert–Huang transform (HHT). Relative to Cont_Go, HHT results reveal (1) an increased beta and low gamma power for successful stop trials, indicating an electrophysiological index of inhibitory control, (2) an enhanced theta and alpha power for full USST trials that may mirror error processing. Additionally, the higher theta and alpha power observed in partial over full USST trials around 100 ms before the response onset, indicating the early detection of error and the corresponding correction process. Together, this study extends our understanding of the finer motor inhibition control and its dynamic electrophysiological mechanisms.
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Affiliation(s)
- Trung Van Nguyen
- Institute of Cognitive Neuroscience, National Central University, Taoyuan City 32001, Taiwan; (T.V.N.); (P.B.); (N.G.M.); (W.-K.L.)
| | - Prasad Balachandran
- Institute of Cognitive Neuroscience, National Central University, Taoyuan City 32001, Taiwan; (T.V.N.); (P.B.); (N.G.M.); (W.-K.L.)
- Taiwan International Graduate Program in Interdisciplinary Neuroscience, National Cheng Kung University and Academia Sinica, Taipei 11529, Taiwan
| | - Neil G. Muggleton
- Institute of Cognitive Neuroscience, National Central University, Taoyuan City 32001, Taiwan; (T.V.N.); (P.B.); (N.G.M.); (W.-K.L.)
- Cognitive Intelligence and Precision Healthcare Center, National Central University, Taoyuan City 32001, Taiwan
| | - Wei-Kuang Liang
- Institute of Cognitive Neuroscience, National Central University, Taoyuan City 32001, Taiwan; (T.V.N.); (P.B.); (N.G.M.); (W.-K.L.)
- Cognitive Intelligence and Precision Healthcare Center, National Central University, Taoyuan City 32001, Taiwan
| | - Chi-Hung Juan
- Institute of Cognitive Neuroscience, National Central University, Taoyuan City 32001, Taiwan; (T.V.N.); (P.B.); (N.G.M.); (W.-K.L.)
- Cognitive Intelligence and Precision Healthcare Center, National Central University, Taoyuan City 32001, Taiwan
- Department of Psychology, Kaohsiung Medical University, Kaohsiung City 80708, Taiwan
- Correspondence: ; Tel.: +88-(63)-427-4738; Fax: +88-(63)-426-3502
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