Personal identification

Full name

Tiago Guerra Marques

Citation names

• Marques, Tiago
• Tiago Guerra Marques

Author identifiers

Ciência ID

3F12-7067-A0F7

ORCID iD

0000-0002-8973-0549

Email addresses

• tiago.marqued@research.fchampalimaud.org (Professional)

Telephones

Mobile phone

• 935894341 (Personal)

Addresses

• Av Brasilia s/n, 1400-038, Lisboa, Lisboa, Portugal (Professional)

Websites

• https://www.fchampalimaud.org/digital-surgery-lab (Scholar)
• https://scholar.google.com/citations?user=NWe5qUcAAAAJ&hl (Scholar)

Knowledge fields

• Medical and Health Sciences - Basic Medicine - Neurosciences
• Engineering and Technology - Electrotechnical Engineering, Electronics and Informatics - Communication Engineering and Systems
• Engineering and Technology - Electrotechnical Engineering, Electronics and Informatics - Automation and Control Systems

Languages

Language	Speaking	Reading	Writing	Listening	Peer-review
English	Proficiency (C2)	Proficiency (C2)	Proficiency (C2)	Proficiency (C2)
Spanish; Castilian	Elementary (A2)	Intermediate (B1)	Beginner (A1)	Intermediate (B1)
French	Beginner (A1)	Beginner (A1)		Beginner (A1)

	Degree	Classification
2018/10 Concluded	Biologia (Doutoramento) Major in Especialidade: Neurociências Universidade Nova de Lisboa Instituto de Tecnologia Química e Biológica, Portugal "Functional characterization of cortico-cortical connections" (THESIS/DISSERTATION)	Aprovado por unanimidade
2008 Concluded	Engenharia Física Tecnológica (Mestrado) Universidade de Lisboa Instituto Superior Técnico, Portugal "Real-Time measurement of the plasma electron density at ISTTOK: and study of the ISTTOK hydrogen injection system" (THESIS/DISSERTATION)	19
2007 Concluded	Engenharia Física Tecnológica (Licenciatura) Universidade de Lisboa Instituto Superior Técnico, Portugal "n/a" (THESIS/DISSERTATION)	18

Science

	Category Host institution	Employer
2022/12/06 - Current	Contracted Researcher (Research)	Fundação Champalimaud, Portugal
2019/01/07 - 2022/09/30	Postdoc (Research)	Massachusetts Institute of Technology Department of Brain and Cognitive Sciences, United States
	Massachusetts Institute of Technology McGovern Institute for Brain Research, United States
2018/10/01 - 2018/12/31	Postdoc (Research)	Centro Champalimaud, Portugal
2010/09/01 - 2011/08/30	Research Trainee (Research)	Programa Champalimaud de Neurociências, Portugal
2007 - 2007	Research Trainee (Research)	Instituto de Plasmas e Fusão Nuclear, Portugal

Teaching in Higher Education

	Category Host institution	Employer
2024/09/01 - Current	Invited Assistant Professor (University Teacher)	Universidade de Lisboa Faculdade de Medicina, Portugal

Others

	Category Host institution	Employer
2009/05/05 - 2010/07/30	Associate Consultant	The Boston Consulting Group, Portugal

Publications

Book chapter	Ruxandra Barbulescu; Tiago Marques; Arlindo L. Oliveira. "Contribution of V1 Receptive Field Properties to Corruption Robustness in CNNs". 2024. 10.3233/FAIA240546
Journal article	Rafaela Timóteo; David Pinto; Pedro Matono; Carlos Mavioso; Maria-João Cardoso; Pedro Gouveia; Tiago Marques; Daniel Simões Lopes. "BREAST+: An augmented reality interface that speeds up perforator marking for DIEAP flap reconstruction surgery". Healthcare Technology Letters (2024): http://dx.doi.org/10.1049/htl2.12095. 10.1049/htl2.12095 Rodrigo F. Dias; Radhika Rajan; Margarida Baeta; Beatriz Belbut; Tiago Marques; Leopoldo Petreanu. "Visual experience reduces the spatial redundancy between cortical feedback inputs and primary visual cortex neurons". Neuron (2024): http://dx.doi.org/10.1016/j.neuron.2024.07.009. 10.1016/j.neuron.2024.07.009 Pedro F. Gouveia; Rogélio Luna; Francisco Fontes; David Pinto; Carlos Mavioso; João Anacleto; Rafaela Timóteo; et al. "Augmented Reality in Breast Surgery Education". Breast Care (2023): https://doi.org/10.1159/000529587. 10.1159/000529587 Susana Valente; Tiago Marques; Susana Q. Lima. "No evidence for prolactin’s involvement in the post-ejaculatory refractory period". Communications Biology (2021): https://doi.org/10.1038/s42003-020-01570-4. 10.1038/s42003-020-01570-4 Joel Dapello; Marques, Tiago; Martin Schrimpf; Franziska Geiger; David D. Cox; James J. DiCarlo. Corresponding author: Marques, Tiago. "Simulating a Primary Visual Cortex at the Front of CNNs Improves Robustness to Image Perturbations". NeurIPS 2020 33 (2020): 13073-13087. https://proceedings.neurips.cc/paper/2020/hash/98b17f068d5d9b7668e19fb8ae470841-Abstract.html. Open access • 10.1101/2020.06.16.154542 Tiago Marques; Julia Nguyen; Gabriela Fioreze; Leopoldo Petreanu. "The functional organization of cortical feedback inputs to primary visual cortex". Nature Neuroscience 21 5 (2018): 757-764. https://doi.org/10.1038/s41593-018-0135-z. 10.1038/s41593-018-0135-z Marques, T.; Summers, M.T.; Fioreze, G.; Fridman, M.; Dias, R.F.; Feller, M.B.; Petreanu, L.. "A Role for Mouse Primary Visual Cortex in Motion Perception". Current Biology 28 11 (2018): 1703-1713.e6. http://www.scopus.com/inward/record.url?eid=2-s2.0-85047202015&partnerID=MN8TOARS. 10.1016/j.cub.2018.04.012 Marques, Tiago. "Real-time digital heterodyne interferometer for high resolution plasma density measurements at ISTTOK". Review of Scientific Instruments 79 10 (2008): 10.1063/1.2956875
Preprint	Ruxandra Barbulescu; Tiago Marques; Arlindo L. Oliveira. "Matching the Neuronal Representations of V1 is Necessary to Improve Robustness in CNNs with V1-like Front-ends". 2023. https://arxiv.org/abs/2310.10575. 10.48550/ARXIV.2310.10575 Tiago Oliveira; Tiago Marques; Arlindo L. Oliveira. "Connecting metrics for shape-texture knowledge in computer vision". 2023. https://arxiv.org/abs/2301.10608. 10.48550/ARXIV.2301.10608 Rodrigo Ferreira Dias; Radhika Rajan; Margarida Baeta; Tiago Marques; Leopoldo Petreanu. "Visual experience instructs the organization of cortical feedback inputs to primary visual cortex". 2022. http://dx.doi.org/10.1101/2022.10.12.511901. 10.1101/2022.10.12.511901

Other

Other output

Multi-scale hierarchical neural network models that bridge from single neurons in the primate primary visual cortex to object recognition behavior. 2021. Tiago Marques; Martin Schrimpf; James J. DiCarlo. https://doi.org/10.1101/2021.03.01.433495. 10.1101/2021.03.01.433495 Wiring Up Vision: Minimizing Supervised Synaptic Updates Needed to Produce a Primate Ventral Stream. 2020. Franziska Geiger; Martin Schrimpf; Tiago Marques; James J. DiCarlo. https://doi.org/10.1101/2020.06.08.140111. 10.1101/2020.06.08.140111 Large-scale hyperparameter search for predicting human brain responses in the Algonauts challenge. 2019. Marques, Tiago. http://dx.doi.org/10.1101/689844. 10.1101/689844

Other distinction

2009	UTL/Santander Totta Best Student Award Universidade de Lisboa, Portugal
2008	Prémio Prof António da Silveira Fundação Calouste Gulbenkian, Portugal
2006	Caixa Geral de Depósitos Best Student Award Universidade de Lisboa Instituto Superior Técnico, Portugal