Thiago Burghi

Thiago Burghi

Background - Research - Publications

Background - Research - Publications

Position: Research Associate

Position: Research Associate

Office Location: BN4-86

Office Location: BN4-86

E-mail: tbb29 [at] cam.ac.uk

E-mail: tbb29 [at] cam.ac.uk

Principal Investigator: Dr Timothy O'Leary

Principal Investigator: Dr Timothy O'Leary

Background

Background

2012: BSc Automation and Control Engineering (University of Campinas, Brazil)

2012: BSc Automation and Control Engineering (University of Campinas, Brazil)

2012: Diplôme d'Ingénieur (École Nationale Supérieure de Techniques Avancées, France)

2012: Diplôme d'Ingénieur (École Nationale Supérieure de Techniques Avancées, France)

2014: Msc Mechanical Engineering (University of Campinas, Brazil)

2014: Msc Mechanical Engineering (University of Campinas, Brazil)

2020: PhD Feedback for neuronal system identification (University of Cambridge, UK)

2020: PhD Feedback for neuronal system identification (University of Cambridge, UK)

Research Interests

Research Interests

Neuronal systems; Deep learning; Adaptive control; Nonlinear system identification; Nonlinear systems analysis; Differential analysis.

Neuronal systems; Deep learning; Adaptive control; Nonlinear system identification; Nonlinear systems analysis; Differential analysis.

Publications

Publications

Journal papers

Journal papers

T. B. Burghi, R. Sepulchre, "Online estimation of biophysical neural networks". In review, IEEE Transactions on Automatic Control, November 2021. Preprint: [2111.02176] Online estimation of biophysical neural networks (arxiv.org)

T. B. Burghi, R. Sepulchre, "Online estimation of biophysical neural networks". In review, IEEE Transactions on Automatic Control, November 2021. Preprint: [2111.02176] Online estimation of biophysical neural networks (arxiv.org)

C. Toschi, M. H. El-Sayed, T. B. Burghi, T. Sell, P. Moazen, L. Huang, U. Gether, T. W. Robbins, J. W. Dalley, "Dissociating reward sensitivity and negative urgency effects on impulsivity in the 5-choice serial reaction time task". In review, Brain and Neuroscience Advances, October 2021.

C. Toschi, M. H. El-Sayed, T. B. Burghi, T. Sell, P. Moazen, L. Huang, U. Gether, T. W. Robbins, J. W. Dalley, "Dissociating reward sensitivity and negative urgency effects on impulsivity in the 5-choice serial reaction time task". In review, Brain and Neuroscience Advances, October 2021.

C. Grussler, T.B. Burghi, S. Sojoudi, "Internally Hankel k-positive systems". In review, SIAM Journal on Control and Optimization, March 2021. Preprint: [2103.06962] Internally Hankel $k$-positive systems (arxiv.org)

C. Grussler, T.B. Burghi, S. Sojoudi, "Internally Hankel k-positive systems". In review, SIAM Journal on Control and Optimization, March 2021. Preprint: [2103.06962] Internally Hankel $k$-positive systems (arxiv.org)

T. B. Burghi, M. Schoukens and R. Sepulchre. ? Feedback identification of conductance-based models?. Automatica 123, Article 109297, January 2021.

T. B. Burghi, M. Schoukens and R. Sepulchre. ? Feedback identification of conductance-based models?. Automatica 123, Article 109297, January 2021.

Conference papers

Conference papers

T. B. Burghi, M. Schoukens and R. Sepulchre. ? System identification of biophysical neuronal models?. 59th IEEE Conference on Decision and Control (CDC 2020) ? December 2020, Jeju Island, South Korea.

T. B. Burghi, M. Schoukens and R. Sepulchre. ? System identification of biophysical neuronal models?. 59th IEEE Conference on Decision and Control (CDC 2020) ? December 2020, Jeju Island, South Korea.

T. B. Burghi, M. Schoukens and R. Sepulchre. ? Feedback for Nonlinear System Identification?. 18th European Control Conference (ECC 2019) ? June 2019, Naples, Italy.

T. B. Burghi, M. Schoukens and R. Sepulchre. ? Feedback for Nonlinear System Identification?. 18th European Control Conference (ECC 2019) ? June 2019, Naples, Italy.

T. B. Burghi, J. Iossaqui, J. Camino, ?Stability analysis of perturbed nonlinear systems applied to the trajectory control of a wheeled mobile robot subject to lateral slip ?. Proceedings of the 17^th International Symposium on Dynamic Problems of Mechanics, Natal, Brazil, 2015.

T. B. Burghi, J. Iossaqui, J. Camino, ?Stability analysis of perturbed nonlinear systems applied to the trajectory control of a wheeled mobile robot subject to lateral slip ?. Proceedings of the 17^th International Symposium on Dynamic Problems of Mechanics, Natal, Brazil, 2015.

Conference posters

Conference posters

?Identification of Excitable Neuronal Systems?. 27th Annual Computational Neuroscience Meeting (CNS*2018) ? July 2018, Seattle, WA, United States.

?Identification of Excitable Neuronal Systems?. 27th Annual Computational Neuroscience Meeting (CNS*2018) ? July 2018, Seattle, WA, United States.

Talks

Talks

?Identification of Excitable Neuronal Systems?. 27th European Research Network on System Identification (ERNSI) Workshop ? September 2018, Cambridge, United Kingdom.

?Identification of Excitable Neuronal Systems?. 27th European Research Network on System Identification (ERNSI) Workshop ? September 2018, Cambridge, United Kingdom.