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Dive into the research topics where Nima Khalighinejad is active.

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Featured researches published by Nima Khalighinejad.


Brain Stimulation | 2016

Endogenous Action Selection Processes in Dorsolateral Prefrontal Cortex Contribute to Sense of Agency: A Meta-Analysis of tDCS Studies of 'Intentional Binding'.

Nima Khalighinejad; Steven Di Costa; Patrick Haggard

BACKGROUND Sense of agency is the experience of being in control of ones own actions and their consequences. The role of frontal cortex in this aspect of action control and awareness remains unclear. OBJECTIVE/HYPOTHESIS Given the role of dorsolateral prefrontal cortex (DLPFC) in action selection, we predicted that DLPFC may contribute to sense of agency when participants select between multiple actions. METHODS We performed a series of experiments by manipulating a range of task parameters related to action selection and action outcomes while participants were exposed to tDCS stimulation of the left DLPFC. We measured the temporal association between a voluntary action and its outcome using the intentional binding effect, as an implicit measure of sense of agency. RESULTS Fixed-effect meta-analysis of our primary data showed a trend towards a frontal tDCS, together with considerable heterogeneity between our experiments. Classifying the experiments into subsets of studies, according to whether participants endogenously selected between alternative actions or not, explained 71% of this heterogeneity. Anodal stimulation of DLPFC increased the temporal binding of actions towards tones in the subset of studies involving endogenous action selection, but not in the other studies. CONCLUSIONS DLPFC may contribute to sense of agency when participants selected between multiple actions. This enhanced feeling of control over voluntary actions could be related to the observed therapeutic effects of frontal tDCS in depression.


Journal of Sleep Research | 2015

Slow oscillating transcranial direct current stimulation during sleep has a sleep-stabilizing effect in chronic insomnia: a pilot study.

Mohammad Reza Saebipour; Mohammad T. Joghataei; Ali Yoonessi; Nima Khalighinejad; Soroush Khademi

Recent evidence suggests that lack of slow‐wave activity may play a fundamental role in the pathogenesis of insomnia. Pharmacological approaches and brain stimulation techniques have recently offered solutions for increasing slow‐wave activity during sleep. We used slow (0.75 Hz) oscillatory transcranial direct current stimulation during stage 2 of non‐rapid eye movement sleeping insomnia patients for resonating their brain waves to the frequency of sleep slow‐wave. Six patients diagnosed with either sleep maintenance or non‐restorative sleep insomnia entered the study. After 1 night of adaptation and 1 night of baseline polysomnography, patients randomly received sham or real stimulation on the third and fourth night of the experiment. Our preliminary results show that after termination of stimulations (sham or real), slow oscillatory transcranial direct current stimulation increased the duration of stage 3 of non‐rapid eye movement sleep by 33 ± 26 min (P = 0.026), and decreased stage 1 of non‐rapid eye movement sleep duration by 22 ± 17.7 min (P = 0.028), compared with sham. Slow oscillatory transcranial direct current stimulation decreased stage 1 of non‐rapid eye movement sleep and wake time after sleep‐onset durations, together, by 55.4 ± 51 min (P = 0.045). Slow oscillatory transcranial direct current stimulation also increased sleep efficiency by 9 ± 7% (P = 0.026), and probability of transition from stage 2 to stage 3 of non‐rapid eye movement sleep by 20 ± 17.8% (P = 0.04). Meanwhile, slow oscillatory transcranial direct current stimulation decreased transitions from stage 2 of non‐rapid eye movement sleep to wake by 12 ± 6.7% (P = 0.007). Our preliminary results suggest a sleep‐stabilizing role for the intervention, which may mimic the effect of sleep slow‐wave‐enhancing drugs.


NeuroImage | 2018

Precursor processes of human self-initiated action

Nima Khalighinejad; Aaron Schurger; Andrea Desantis; Leor Zmigrod; Patrick Haggard

ABSTRACT A gradual buildup of electrical potential over motor areas precedes self‐initiated movements. Recently, such “readiness potentials” (RPs) were attributed to stochastic fluctuations in neural activity. We developed a new experimental paradigm that operationalized self‐initiated actions as endogenous ‘skip’ responses while waiting for target stimuli in a perceptual decision task. We compared these to a block of trials where participants could not choose when to skip, but were instead instructed to skip. Frequency and timing of motor action were therefore balanced across blocks, so that conditions differed only in how the timing of skip decisions was generated. We reasoned that across‐trial variability of EEG could carry as much information about the source of skip decisions as the mean RP. EEG variability decreased more markedly prior to self‐initiated compared to externally‐triggered skip actions. This convergence suggests a consistent preparatory process prior to self‐initiated action. A leaky stochastic accumulator model could reproduce this convergence given the additional assumption of a systematic decrease in input noise prior to self‐initiated actions. Our results may provide a novel neurophysiological perspective on the topical debate regarding whether self‐initiated actions arise from a deterministic neurocognitive process, or from neural stochasticity. We suggest that the key precursor of self‐initiated action may manifest as a reduction in neural noise. HighlightsSelf‐initiated action was operationalized in a novel perceptual decision making task.EEG variability decreased prior to self‐initiated action.These findings could be accounted for by a leaky stochastic accumulator model.


Proceedings of the National Academy of Sciences of the United States of America | 2016

Extending experiences of voluntary action by association

Nima Khalighinejad; Patrick Haggard

Significance In everyday life, people feel in control of their voluntary actions and their outcomes. This “sense of agency” could reflect hard-wired brain signals for volition, or could be acquired by repeated association between a goal-directed action and another event. By pairing voluntary actions of one hand with involuntary movements of the other hand, we showed that key aspects of agency experience can transfer from voluntary to involuntary movements. Our results explain why one can feel fully in control of one’s actions even when they are performed automatically, without focal conscious attention. We suggest that sense of agency depends on a metacognitive signal that is relatively nonspecific. Our findings could guide acquisition of voluntary control using neuroprosthetics and brain–machine interfaces. “Sense of agency” refers to the experience that links one’s voluntary actions to their external outcomes. It remains unclear whether this ubiquitous experience is hardwired, arising from specific signals within the brain’s motor systems, or rather depends on associative learning, through repeated cooccurrence of voluntary movements and their outcomes. To distinguish these two models, we asked participants to trigger a tone by a voluntary keypress action. The voluntary action was always associated with an involuntary movement of the other hand. We then tested whether the combination of the involuntary movement and tone alone might now suffice to produce a sense of agency, even when the voluntary action was omitted. Sense of agency was measured using an implicit marker based on time perception, namely a shift in the perceived time of the outcome toward the action that caused it. Across two experiments, repeatedly pairing an involuntary movement with a voluntary action induced key temporal features of agency, with the outcome now perceived as shifted toward the involuntary movement. This shift required involuntary movements to have been previously associated with voluntary actions. We show that some key aspects of agency may be transferred from voluntary actions to involuntary movements. An internal volitional signal is required for the primary acquisition of agency but, with repeated association, the involuntary movement in itself comes to produce some key temporal features of agency over the subsequent outcome. This finding may explain how humans can develop an enduring sense of agency in nonnatural cases, like brain–machine interfaces.


Frontiers in Psychology | 2016

Social Transmission of Experience of Agency: An Experimental Study

Nima Khalighinejad; Bahador Bahrami; Emilie Caspar; Patrick Haggard

The sense of controlling one’s own actions is fundamental to normal human mental function, and also underlies concepts of social responsibility for action. However, it remains unclear how the wider social context of human action influences sense of agency. Using a simple experimental design, we investigated, for the first time, how observing the action of another person or a robot could potentially influence one’s own sense of agency. We assessed how observing another’s action might change the perceived temporal relationship between one’s own voluntary actions and their outcomes, which has been proposed as an implicit measure of sense of agency. Working in pairs, participants chose between two action alternatives, one rewarded more frequently than the other, while watching a rotating clock hand. They judged, in separate blocks, either the time of their own action, or the time of a tone that followed the action. These were compared to baseline judgements of actions alone, or tones alone, to calculate the perceptual shift of action toward outcome and vice versa. Our design focused on how these two dependent variables, which jointly provide an implicit measure of sense of agency, might be influenced by observing another’s action. In the observational group, each participant could see the other’s actions. Multivariate analysis showed that the perceived time of action and tone shifted progressively toward the actual time of outcome with repeated experience of this social situation. No such progressive change occurred in other groups for whom a barrier hid participants’ actions from each other. However, a similar effect was observed in the group that viewed movements of a human-like robotic hand, rather than actions of another person. This finding suggests that observing the actions of others increases the salience of the external outcomes of action and this effect is not unique to observing human agents. Social contexts in which we see others controlling external events may play an important role in mentally representing the impact of our own actions on the external world.


bioRxiv | 2018

Dissociating cognitive and motoric precursors of human self-initiated action

Nima Khalighinejad; Elisa Brann; Alex Dorgham; Patrick Haggard

Across-trial variability of EEG decreases more markedly prior to self-initiated than prior to externally-triggered actions, providing a novel neural precursor for volitional action. However, it remains unclear whether this neural convergence is an early, deliberative stage, or a late, execution-related stage in the chain of cognitive processes that transform intentions to actions. We report two experiments addressing these questions. Self-initiated actions were operationalized as endogenous ‘skip’ responses while waiting for target stimuli in a perceptual decision task. These self-initiated ‘skips’ were compared to blocks where participants were instructed to skip. EEG variability decreased more markedly prior to self-initiated compared to externally-triggered ‘skip’ actions, replicating previous findings. Importantly, this EEG convergence was stronger at fronto-midline electrodes than at either the electrode contralateral or ipsilateral to the hand assigned to the ‘skip’ action in each block (Experiment 1). Further, convergence was stronger when availability of skip responses was ‘rationed’, encouraging deliberate planning before skipping (Experiment 2). This suggests that the initiation of voluntary actions involves a bilaterally-distributed, effector-independent process related to deliberation. A consistent process of volition is detectable during early, deliberative planning, and not only during late, execution-related time windows.


bioRxiv | 2017

Human Self-Initiated Action Is Preceded By A Reliable Process Of Noise Reduction

Nima Khalighinejad; Aaron Schurger; Andrea Desantis; Leor Zmigrod; Patrick Haggard

A gradual buildup of electrical potential over motor areas precedes self-initiated movements. These readiness potentials (RPs) could simply reflect stochastic fluctuations in neural activity. We operationalised self-initiated actions as endogenous skip responses while waiting for target stimuli in a perceptual decision task. Across-trial variability of EEG decreased more markedly prior to self-initiated compared to externally-triggered skip actions. This convergence towards a fixed pattern suggests a consistent preparatory process prior to self-initiated action. A leaky stochastic accumulator model could reproduce these features of the data, given the additional assumption of a decrease in noise level at the input to the accumulator prior to self-initiated, but not externally-triggered actions. The assumed reduction in neural noise was supported by analyses of both within-trial EEG variability and of spectral power. We suggest that a process of noise reduction is consistently recruited prior to self-initiated action. This precursor event may underlie the emergence of RP.A gradual buildup of electrical potential over motor areas precedes self-initiated movements. Recently, such “readiness potentials” (RPs) were attributed to stochastic fluctuations in neural activity. We developed a new experimental paradigm that operationalised self-initiated actions as endogenous ‘skip’ responses while waiting for target stimuli in a perceptual decision task. We compared these to a block of trials where participants could not choose when to skip, but were instead instructed to skip. Frequency and timing of motor action were therefore balanced across blocks, so that conditions differed only in how the timing of skip decisions was generated. We reasoned that across-trial variability of EEG could carry as much information about the source of skip decisions as the mean RP. EEG variability decreased more markedly prior to self-initiated compared to externally-triggered skip actions. This convergence suggests a consistent preparatory process prior to self-initiated action. A leaky stochastic accumulator model could reproduce this convergence given the additional assumption of a systematic decrease in input noise prior to self-initiated actions. Our results may provide a novel neurophysiological perspective on the topical debate regarding whether self-initiated actions arise from a deterministic neurocognitive process, or from neural stochasticity. We suggest that the key precursor of self-initiated action may manifest as a reduction in neural noise.


Cortex | 2015

Modulating human sense of agency with non-invasive brain stimulation

Nima Khalighinejad; Patrick Haggard


Consciousness and Cognition | 2017

I could have done otherwise: Availability of counterfactual comparisons informs the sense of agency

Eugenia Kulakova; Nima Khalighinejad; Patrick Haggard


Cortex | 2017

Subliminal modulation of voluntary action experience: A neuropsychological investigation

Nima Khalighinejad; A. Kunnumpurath; Caterina Bertini; Elisabetta Làdavas; Patrick Haggard

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Patrick Haggard

University College London

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Andrea Desantis

University College London

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Leor Zmigrod

University of Cambridge

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A. Kunnumpurath

University College London

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Alex Dorgham

University College London

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Bahador Bahrami

University College London

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Elisa Brann

University College London

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Steven Di Costa

University College London

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Emilie Caspar

Université libre de Bruxelles

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