Pedro J. Gonçalves ppjgoncalves.github.io

Pedro J. Gonçalves

Pedro J. Gonçalves. Pedro J. Gonçalves. I am a postdoc working in Jakob Mackes lab since January 2016. I am broadly interested in building biologically constrained theoretical models combining methods from dynamical systems, statistical physics and machine learning to guide new experiments and ultimately refine the models to further our understanding of neural systems. Before joining the lab, I was a postdoctoral research fellow working with Maneesh Sahani. At École normale supérieure in Paris 2012.

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mackelabcaesar

We seek to understand how populations of neurons collectively process sensory input, perform computations and control behaviour. To this end, we develop statistical models and machine learning algorithms for large-scale analysis of neural data, and collaborate with experimental laboratories performing measurements of neural activity and behaviour. Are choice probabilities explained by serial dependencies? Paper accepted to Journal of Neuroscience. Three papers accepted at NIPS.

CAJAL Course in Computational Neuroscience

Is a rapidly evolving field whose methods and techniques are critical for understanding and modelling the brain, and also for designing and interpreting experiments. Mathematical modeling is an essential tool to cut through the vast complexity of neurobiological systems and their many interacting elements. Details of the applications procedure can be found here. Deadline for applications is TBA.

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Pedro J. Gonçalves

DESCRIPTION

Pedro J. Gonçalves. Pedro J. Gonçalves. I am a postdoc working in Jakob Mackes lab since January 2016. I am broadly interested in building biologically constrained theoretical models combining methods from dynamical systems, statistical physics and machine learning to guide new experiments and ultimately refine the models to further our understanding of neural systems. Before joining the lab, I was a postdoctoral research fellow working with Maneesh Sahani. At École normale supérieure in Paris 2012.

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The site had the following in the web page, "I am a postdoc working in Jakob Mackes lab since January 2016." I observed that the web site stated " I am broadly interested in building biologically constrained theoretical models combining methods from dynamical systems, statistical physics and machine learning to guide new experiments and ultimately refine the models to further our understanding of neural systems." They also stated " Before joining the lab, I was a postdoctoral research fellow working with Maneesh Sahani. At École normale supérieure in Paris 2012."

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