A biologically plausible decision-making model based on interacting neural populations E Baspinar, G Cecchini, M DePass, M Andujar, P Pani, S Ferraina, ... Plos one 21 (3), e0340393 , 2026 2026 Citations: 1
NeuroClean: A Generalized Machine-Learning Approach to Neural Time-Series Conditioning MAH Alonso, M Depass, S Quessy, A Falaki, S Rahimi, N Dancause, ... arXiv preprint arXiv:2511.01951 , 2025 2025
NeuroClean: A Generalized Machine-Learning Approach to Neural Time-Series Conditioning MA Hernandez Alonso, M Depass, S Quessy, N Dancause, I Cos arXiv e-prints, arXiv: 2511.01951 , 2025 2025
The relationship between confidence and gaze-at-nothing oculomotor dynamics during decision-making I Cos, G Senel, PE Maldonado, R Moreno-Bote PLoS One 20 (7), e0310231 , 2025 2025 Citations: 1
Predictive analysis of clinical features for HPV status in oropharynx squamous cell carcinoma: A machine learning approach with explainability ED Badilla, I Cos, C Sampieri, B Alegre, I Vilaseca, S Balocco, P Radeva Computer Methods and Programs in Biomedicine Update 7, 100170 , 2025 2025 Citations: 1
Task goals shape the relationship between decision and movement speed F Fievez, I Cos, T Carsten, G Derosiere, A Zénon, J Duque Journal of neurophysiology 132 (6), 1837-1856 , 2024 2024 Citations: 15
Cognitive mechanisms of learning in sequential decision-making under uncertainty: an experimental and theoretical approach G Cecchini, M DePass, E Baspinar, M Andujar, S Ramawat, P Pani, ... Frontiers in Behavioral Neuroscience 18, 1399394 , 2024 2024 Citations: 11
Estimation of the transmission delays in the basal ganglia of the macaque monkey and subsequent predictions about oscillatory activity under dopamine depletion JF Liénard, L Aubin, I Cos, B Girard European Journal of Neuroscience 59 (7), 1657-1680 , 2024 2024 Citations: 1
Unifying framework for decision-making dynamics: optimal control and infinite horizon perspectives FF Marimón Reports@ SCM 9 (1), 97-98 , 2024 2024
A topological classifier to characterize brain states: When shape matters more than variance A Ferrà, G Cecchini, FP Nobbe Fissas, C Casacuberta, I Cos PLOS One 18 (10), e0292049 , 2023 2023 Citations: 6
A topological classifier to characterize brain states: When shape matters more than variance G Cecchini, A Ferrà Marcús, FP Nobbe Fisas, C Casacuberta, ... PLoS One, 2023, vol. 18, num. 10 , 2023 2023
SMALL SCALE HETEROGENEITY OF MUA ENABLES HIGH ACCURACY MOVEMENT DECODING M Depass, A Falaki, S Quessy, N Dancause, I Cos IBRO Neuroscience Reports 15, S675 , 2023 2023
A biologically plausible decision-making model based on interacting cortical columns E Baspinar, G Cecchini, M DePass, M Andujar, P Pani, S Ferraina, ... bioRxiv, 2023.02. 28.530384 , 2023 2023 Citations: 1
A theoretical formalization of consequence-based decision-making G Cecchini, M DePass, E Baspinar, M Andujar, S Ramawat, P Pani, ... bioRxiv, 2023.02. 14.528595 , 2023 2023 Citations: 3
Jupyter notebook of a biophysically plausible decision-making model based on interacting cortical columns E Baspinar, G Cecchini, R Moreno-Bote, I Cos, A Destexhe Zenodo , 2023 2023 Citations: 3
Beta-Band Oscillations without Pathways: the opposing Roles of D2 and D5 Receptors in the basal ganglia J Liénard, L Aubin, I Cos, B Girard 2022
Behavioural and Neural Correlates of Social Pressure during Decision-Making of Precision Reaches I Cos, G Deco, M Gilson 2022 Citations: 2
Segmentation and classification of animal behaviour from acceleration data A Lendínez Padilla 2022
A machine learning approach to characterize sequential movement-related states in premotor and motor cortices M DePass, A Falaki, S Quessy, N Dancause, I Cos Journal of Neurophysiology 127 (5), 1348-1362 , 2022 2022 Citations: 7
The Influence of Intrinsic Motivation on Decisions Between Actions I Cos, G Deco, M Gilson 2021 Citations: 2
MOST CITED SCHOLAR PUBLICATIONS
The influence of predicted arm biomechanics on decision making I Cos, N Bélanger, P Cisek Journal of neurophysiology 105 (6), 3022-3033 , 2011 2011 Citations: 233
Context-dependent urgency influences speed–accuracy trade-offs in decision-making and movement execution D Thura, I Cos, J Trung, P Cisek Journal of Neuroscience 34 (49), 16442-16454 , 2014 2014 Citations: 138
Rapid prediction of biomechanical costs during action decisions I Cos, J Duque, P Cisek Journal of Neurophysiology , 2014 2014 Citations: 121
Motor cost influences perceptual decisions E Marcos, I Cos, B Girard, PFMJ Verschure PLoS One 10 (12), e0144841 , 2015 2015 Citations: 71
The modulatory influence of end-point controllability on decisions between actions I Cos, F Medleg, P Cisek Journal of Neurophysiology , 2012 2012 Citations: 60
Using a SOFM to learn object affordances I Cos-Aguilera, G Hayes, L Canamero University of Edinburgh , 2004 2004 Citations: 57
Hedonic value: Enhancing adaptation for motivated agents I Cos, L Canamero, GM Hayes, A Gillies Adaptive Behavior 21 (6), 465-483 , 2013 2013 Citations: 47
Motivation-driven learning of object affordances: First experiments using a simulated khepera robot I Cos-Aguilera, L Canamero, GM Hayes In Proceedings of the 9th International Conference in Cognitive Modelling … , 2003 2003 Citations: 35
Changes of mind after movement onset depend on the state of the motor system I Cos, G Pezzulo, P Cisek Eneuro 8 (6) , 2021 2021 Citations: 32
Perceived effort for motor control and decision-making I Cos PLoS Biology 15 (8), e2002885 , 2017 2017 Citations: 28
Visual-reward driven changes of movement during action execution A Marti-Marca, G Deco, I Cos Scientific reports 10 (1), 15527 , 2020 2020 Citations: 26
Learning affordances of consummatory behaviors: Motivation-driven adaptive perception I Cos, L Cañamero, GM Hayes Adaptive Behavior 18 (3-4), 285-314 , 2010 2010 Citations: 19
Ecological integration of affordances and drives for behaviour selection I Cos-Aguilera, L Cañamero, GM Hayes, A Gillies Proc. Workshop on Modeling Natural Action Selection, 225-228 , 2005 2005 Citations: 18
Task goals shape the relationship between decision and movement speed F Fievez, I Cos, T Carsten, G Derosiere, A Zénon, J Duque Journal of neurophysiology 132 (6), 1837-1856 , 2024 2024 Citations: 15
Modelling the learning of biomechanics and visual planning for decision-making of motor actions I Cos, M Khamassi, B Girard Journal of Physiology-Paris 107 (5), 399-408 , 2013 2013 Citations: 13
Cognitive mechanisms of learning in sequential decision-making under uncertainty: an experimental and theoretical approach G Cecchini, M DePass, E Baspinar, M Andujar, S Ramawat, P Pani, ... Frontiers in Behavioral Neuroscience 18, 1399394 , 2024 2024 Citations: 11
Adaptation for multisensory relative timing D Linares, I Cos, W Roseboom Current Opinion in Behavioral Sciences 8, 35-41 , 2016 2016 Citations: 11
Learning object functionalisites in the context of action selection I Cos-Aguilera, L Canamero, G Hayes Towards Intelligent Mobile Robots, TIMR 3, 4th , 2003 2003 Citations: 11
Using a Functional and Emotional Model I Cos, G Hayes From Animals to Animats 7: Proceedings of the Seventh International … , 2002 2002 Citations: 10
Biomechanical costs of reaching movements bias perceptual decisions E Marcos, I Cos, P Cisek, B Girard, PFMJ Verschure BMC Neuroscience 14 (Suppl 1), P408 , 2013 2013 Citations: 9
