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GitHub ID

@esther-poniatowski

Contact

[email protected]

Topics

  • Theoretical Modeling in Cognitive Neurosciences
  • Neuronal Networks
  • Coding - Representations - Information

Tools & Skills

  • Python
  • Mathematics
  • Neurosciences
  • Data Analysis

Current Occupation

PhD since 2022
The overall goal of this work is to investigate how neuronal networks (biological and artificial) encode and process information.
Specifically, it aims to understand better how those network can produce context-dependent behaviors.
In other words, how does contextual information influence the processing of identical input stimuli, up to lead to different outputs ?

This question is tackled in two steps:

  1. Data analysis of neurophysiological recordings of single neurons in behaving animals.
  2. Theoretical Modeling of information coding in the framework of low-rank networks.

Esther Poniatowski's Projects

massi2022 icon massi2022

Testing different Reinforcement Learning strategies inspired by hippocampal replay for robotic navigation

pcbs-ubc_synapse icon pcbs-ubc_synapse

Modeling signal filtering in the synapse between Mossy Fibers and Unipolar Brush Cells

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