Andrea Insabato
Overview
Explore the profile of Andrea Insabato including associated specialties, affiliations and a list of published articles.
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Articles
10
Citations
103
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Recent Articles
1.
Gilson M, Dahmen D, Moreno-Bote R, Insabato A, Helias M
PLoS Comput Biol
. 2020 Oct;
16(10):e1008127.
PMID: 33044953
Learning in neuronal networks has developed in many directions, in particular to reproduce cognitive tasks like image recognition and speech processing. Implementations have been inspired by stereotypical neuronal responses like...
2.
Gilson M, Zamora-Lopez G, Pallares V, Adhikari M, Senden M, Tauste Campo A, et al.
Netw Neurosci
. 2020 Jun;
4(2):338-373.
PMID: 32537531
Neuroimaging techniques are now widely used to study human cognition. The functional associations between brain areas have become a standard proxy to describe how cognitive processes are distributed across the...
3.
Insabato A, Deco G, Gilson M
Adv Exp Med Biol
. 2019 Nov;
1192:139-158.
PMID: 31705494
Neuroimaging-based personalized medicine is emerging to characterize brain disorders and their evolution at the patient level. In this chapter, we present the most classic methods used to infer large-scale brain...
4.
Pallares V, Insabato A, Sanjuan A, Kuhn S, Mantini D, Deco G, et al.
Neuroimage
. 2018 May;
178:238-254.
PMID: 29753842
The study of brain communication based on fMRI data is often limited because such measurements are a mixture of session-to-session variability with subject- and condition-related information. Disentangling these contributions is...
5.
Insabato A, Pannunzi M, Deco G
PLoS Comput Biol
. 2017 Jan;
13(1):e1005250.
PMID: 28076355
The uncertain option task has been recently adopted to investigate the neural systems underlying the decision confidence. Latterly single neurons activity has been recorded in lateral intraparietal cortex of monkeys...
6.
Insabato A, Pannunzi M, Deco G
Neurosci Biobehav Rev
. 2016 Nov;
71:167-175.
PMID: 27587004
Humans have a remarkable ability to reflect upon their behavior and mental processes, a capacity known as metacognition. Recent neurophysiological experiments have attempted to elucidate the neural correlates of metacognition...
7.
Paz L, Insabato A, Zylberberg A, Deco G, Sigman M
Sci Rep
. 2016 Feb;
6:21830.
PMID: 26907162
Models that integrate sensory evidence to a threshold can explain task accuracy, response times and confidence, yet it is still unclear how confidence is encoded in the brain. Classic models...
8.
Martinez-Garcia M, Insabato A, Pannunzi M, Pardo-Vazquez J, Acuna C, Deco G
PLoS Comput Biol
. 2015 Nov;
11(11):e1004502.
PMID: 26556807
Estimating the difficulty of a decision is a fundamental process to elaborate complex and adaptive behaviour. In this paper, we show that the movement time of behaving monkeys performing a...
9.
Insabato A, Dempere-Marco L, Pannunzi M, Deco G, Romo R
PLoS Comput Biol
. 2014 Apr;
10(4):e1003492.
PMID: 24743140
Decision making is a process of utmost importance in our daily lives, the study of which has been receiving notable attention for decades. Nevertheless, the neural mechanisms underlying decision making...
10.
Insabato A, Pannunzi M, Rolls E, Deco G
J Neurophysiol
. 2010 Apr;
104(1):539-47.
PMID: 20393062
Neurons have been recorded that reflect in their firing rates the confidence in a decision. Here we show how this could arise as an emergent property in an integrate-and-fire attractor...