プロフィール詳細

プロジェクトを作成

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Dr. Diogo S.に依頼

Spain

Postdoctoral researcher providing data analysis, stats and machine learning applications

プロフィール概要

I am a programmer, a neuroscientist, a data cruncher and an enthusiastic hobbyist. As a postdoctoral researcher at the Institute for Bioengineering of Catalonia, I'm focused on spatial navigation and episodic memory in the human and rodent brain, using electrophysiological data and computational neuroscience. I'm often diving into neural recordings datasets using statistics and machine learning techniques. Outside the lab, I keep trying out new languages, packages, and related software techniques.

専門分野

• ★ Neural Networks
• ☆ Neuroscience
• ☆ Computational Neuroscience
• ☆ Biotechnology & Bioengineering
• ☆ Data Analysis
• ☆ Data Processing
• ☆ Health Data Analysis
• ☆ Neurology

サービス

• Data & AI

Data & AI Statistical Analysis, Algorithm Design-Non ML, Data Visualization

職務経験

Postdoctoral researcher

Institute for Bioengineering of Catalonia

7月 2018 - 現在

Research assistant

Universitat Pompeu Fabra

9月 2012 - 9月 2013

学歴

Ph.D.

Universitat Pompeu Fabra

7月 2013 - 7月 2018

Master degree

Universitat Pompeu Fabra

9月 2010 - 7月 2012

認定資格

• 認定資格の詳細は未入力です。

出版物

JOURNAL ARTICLE

Diogo Santos-Pata, Riccardo Zucca, Héctor López-Carral, Paul F.M.J. Verschure(2019). Modulating grid cell scale and intrinsic frequencies via slow high-threshold conductances: A simplified model . Neural Networks. 119. Microsoft.AspNetCore.Mvc.Localization.LocalizedHtmlString 66--73. Elsevier {BV}

Santos-Pata, D., Zucca, R., López-Carral, H., Verschure, P.F.M.J.(2019). Modulating grid cell scale and intrinsic frequencies via slow high-threshold conductances: A simplified model . Neural Networks. 119. Microsoft.AspNetCore.Mvc.Localization.LocalizedHtmlString 66-73.

(2018). Human Vicarious Trial and Error Is Predictive of Spatial Navigation Performance . Frontiers in Behavioral Neuroscience.

Santos-Pata, D., Verschure, P.F.M.J.(2018). Human vicarious trial and error is predictive of spatial navigation performance . Frontiers in Behavioral Neuroscience. 12.

(2017). Size Matters: How Scaling Affects the Interaction between Grid and Border Cells . Frontiers in Computational Neuroscience.

Santos-Pata, D., Zucca, R., Low, S.C., Verschure, P.F.M.J.(2017). Size matters: How scaling affects the interaction between grid and border cells . Frontiers in Computational Neuroscience. 11.

(2015). An embodied biologically constrained model of foraging: from classical and operant conditioning to adaptive real-world behavior in DAC-X . Neural Networks.

Maffei, G., Santos-Pata, D., Marcos, E., Sánchez-Fibla, M., Verschure, P.F.M.J.(2015). An embodied biologically constrained model of foraging: From classical and operant conditioning to adaptive real-world behavior in DAC-X . Neural Networks. 72. Microsoft.AspNetCore.Mvc.Localization.LocalizedHtmlString 88-108.

PREPRINT

(2019). A simplified spiking model of grid-cell scale and intrinsic frequencies . [].

OTHER

Diogo Santos-Pata, Paul FMJ Verschure(2018). Human vicarious trial and error is predictive of spatial navigation performance . Cold Spring Harbor Laboratory

BOOK

Santos-Pata, D., Escuredo, A., Mathews, Z., Verschure, P.F.M.J.(2018). Insect behavioral evidence of spatial memories during environmental reconfiguration . Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics). 10928 LNAI. Microsoft.AspNetCore.Mvc.Localization.LocalizedHtmlString 415-427.

Santos-Pata, D., Zucca, R., Verschure, P.F.M.J.(2016). Navigate the unknown: Implications of grid-cells “mental travel” in vicarious trial and error . Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics). 9793. Microsoft.AspNetCore.Mvc.Localization.LocalizedHtmlString 251-262.

BOOK CHAPTER

(2018). Insect Behavioral Evidence of Spatial Memories During Environmental Reconfiguration . Biomimetic and Biohybrid Systems.

(2016). Navigate the Unknown: Implications of Grid-Cells “Mental Travel” in Vicarious Trial and Error . Biomimetic and Biohybrid Systems.

(2014). Hippocampal Based Model Reveals the Distinct Roles of Dentate Gyrus and CA3 during Robotic Spatial Navigation . Biomimetic and Biohybrid Systems.