Elvio A. Blini
Elvio A. Blini
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Automatic
pupil dilation
New article!
Pupillary manifolds: uncovering the latent geometrical structures behind phasic changes in pupil size.
We show that phasic changes in pupil size are inherently low-dimensional: they can be reconducted to a latent manifold that efficiently represents autonomic balance.
Elvio Blini
Nov 9, 2024
5 min read
Pupilla
,
pupil dilation
,
pupillometry
,
autonomic response
,
interoception
,
dimensionality reduction
,
pupillary manifold
,
pupillary fingerprints
,
machine learning
,
feature extraction
Project
Pupillary manifolds: uncovering the latent geometrical structures behind phasic changes in pupil size
Abstract The size of the pupils reflects directly the balance of different branches of the autonomic nervous system. This measure is inexpensive, non-invasive, and has provided invaluable insights on a wide range of mental processes, from attention to emotion and executive functions.
Elvio Blini
,
Roberto Arrighi
,
Giovanni Anobile
PDF
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Project
DOI
New article!
Pupillometry as a biomarker of Mind-Wandering (MW): a review
We review the studies that used pupillometry as a biomarker for mind-wandering (MW), highlight the key challenges encountered, and provide recommendations for future research.
Elvio Blini
Oct 22, 2024
2 min read
Pupilla
,
pupil dilation
,
pupillometry
,
autonomic response
,
interoception
,
Mind-Wandering
,
Attention
Project
New preprint!
Phasic changes in pupil size are strikingly low-dimensional!
In a new preprint, we show that very different tasks and processes map onto a very similar, low-dimensional latent space. We suggest that phasic changes in pupil size originate from a set of distinctive fingerprints that describe a pupillary manifold: a latent space that is highly constrained by the underlying physiological structures, i.e. the balance between different branches of the ANS.
Elvio Blini
May 24, 2024
3 min read
Pupilla
,
pupil dilation
,
pupillometry
,
autonomic response
,
interoception
,
dimensionality reduction
,
pupillary manifold
,
pupillary fingerprints
,
machine learning
,
feature extraction
Project
Catching Mind Wandering With Pupillometry: Conceptual and Methodological Challenges
Mind-wandering (MW) refers to the shift of attention away from an ongoing task and/or external environment towards mental contents (e.g., memories, prospective thoughts) unrelated to the task. Physiological measures (e.g., pupil size, EEG, and fMRI) have often been acquired as objective markers for MW states, which has greatly helped their study as well as triangulation with other measures.
Claudia Pelagatti
,
Elvio Blini
,
Manila Vannucci
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Project
DOI
What pupil size can and cannot tell about math anxiety
Math Anxiety (MA) consists of excessive fear and worry about math-related situations. It represents a major barrier to numerical competence and the pursuit of STEM careers. Yet, we currently do not dispose of many tools that can capture its multifaceted nature, e.
Elvio Blini
,
Giovanni Anobile
,
Roberto Arrighi
PDF
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Project
DOI
New preprint!
Can pupil size detect signatures of math anxiety in young adults?
In a new preprint we attempt to respond to the question. In short: math anxiety and low math performance are deeply ingrained in young adults, which makes it hard to disentangle these two aspects. Pupillometry does show, however, that cognitive effort is prolonged, rather than accentuated, in young adults with high levels of test (i.e., performance) anxiety.
Elvio Blini
Dec 19, 2023
3 min read
math anxiety
,
numbers
,
Pupilla
,
pupil dilation
,
pupillometry
,
autonomic response
,
interoception
,
mental arithmetic
Project
Pupil size as a robust marker of attentional bias toward nicotine-related stimuli in smokers
Spatial attention can be magnetically attracted by behaviorally salient stimuli. This phenomenon occasionally conflicts with behavioral goals, leading to maladaptive consequences, as in the case of addiction, in which attentional biases have been described and linked with clinically meaningful variables, such as craving level or dependence intensity.
Elvio Blini
,
Marco Zorzi
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Project
DOI
Close facial emotions enhance physiological responses and facilitate perceptual discrimination
Accumulating evidence indicates that the peripersonal space (PPS) constitutes a privileged area for efficient processing of proximal stimuli, allowing to flexibly adapt our behavior both to the physical and social environment.
Audrey Dureux
,
Elvio Blini
,
Laura Clara Grandi
,
Olena Bogdanova
,
Clément Desoche
,
Alessandro Farné
,
Fadila Hadj-Bouziane
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Project
DOI
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