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@GNB-UAM

GNB

We study neural networks using theoretical/computational models and novel experimental techniques based on activity-dependent stimulation

Grupo de Neurocomputación Biológica (GNB)

Our research is focused on the study of several neural networks of the nervous system using both theoretical/computational models and novel experimental techniques based on activity-dependent stimulation. We are interested in some general issues such as the neural mechanisms to encode, store and process information, as well as several particular problems of the systems under our study (from sensory and motor systems to the hippocampus and the cortex).

Our work uses computational models of neurons and networks to draw hypotheses about the functioning of the nervous system beyond those provided from the analysis of experimental data in living neural networks. Modeling allows to implement experiments that are not achievable with present techniques in the wet laboratories. The models provide new predictions and results that can be tested through new experiments. In some of our protocols models directly interact with the experimental preparations through closed-loop technologies.

Our group is also interested in the application of the mechanisms of information processing that we learn from biology to the development of new paradigms of artificial neural networks, robotics, artificial noses and brain-machine interfaces.

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  1. RTHybrid RTHybrid Public

    Electrophysiology - Real-time neuron and synapse model library to build hybrid circuits

    C 8 2

  2. electromotor-nmodel electromotor-nmodel Public

    Computational model of the electromotor command network of pulse-type mormyrids.

    C++ 2

  3. CPG-feeding-Lymnaea CPG-feeding-Lymnaea Public

    Implementation of Vavoulis et al. model description of Lymnaea Stagnalis feeding CPG

    HTML

  4. RoboSearcher RoboSearcher Public

    Simulation platform to study and optimize random search strategies

    Python 2 1

  5. CNS2020-ClosedLoopNeuroscienceTutorial CNS2020-ClosedLoopNeuroscienceTutorial Public

    You can visit the website version

    CSS

  6. rthybrid-for-rtxi rthybrid-for-rtxi Public

    Set of modules for RTXI with the functionality of RTHybrid. For the standalone version of RTHybrid check https://github.com/GNB-UAM/RTHybrid

    C++

Repositories

Showing 10 of 32 repositories
  • Kamali_Mu_and_beta_power_precue_effects_double_dissociate_latency Public

    Codes for data analysis and figures plotted in: Kamali S, Baroni F, Varona P. Mu and beta power effects of fast response trait double dissociate during precue and movement execution in the sensorimotor cortex. bioRxiv. 2024:2024-11.

    GNB-UAM/Kamali_Mu_and_beta_power_precue_effects_double_dissociate_latency’s past year of commit activity
    MATLAB 1 GPL-3.0 1 0 0 Updated Dec 7, 2024
  • HandTrackingForTypingOptimization Public

    Hand tracking for typing pattern detection and optimization in real time

    GNB-UAM/HandTrackingForTypingOptimization’s past year of commit activity
    Python 0 GPL-3.0 0 0 0 Updated Sep 14, 2024
  • Garrido-Pena_Modulation-neural-dynamics-by-CW-NIR-stimulation Public

    Code used in Garrido-Peña et al. publication. Computational models and code for data analysis and figures plotting.

    GNB-UAM/Garrido-Pena_Modulation-neural-dynamics-by-CW-NIR-stimulation’s past year of commit activity
    Python 0 GPL-3.0 0 0 0 Updated Jun 23, 2024
  • spike_predictor Public

    Module for RTXT for neural activity dependent stimulation by the predition of the spike peaks

    GNB-UAM/spike_predictor’s past year of commit activity
    C++ 0 GPL-3.0 0 0 0 Updated May 17, 2024
  • GNB-UAM/Temporal-Code-Driven-Stimulation-and-Victor-Purpura-distance-protocol’s past year of commit activity
    C++ 0 GPL-3.0 0 0 0 Updated Mar 31, 2024
  • UAMSense Public

    Artificial nose design with multimodal sensing capabilities

    GNB-UAM/UAMSense’s past year of commit activity
    OpenSCAD 2 GPL-3.0 0 0 0 Updated Jan 18, 2024
  • GNB-UAM/3D-electroreception-simulator’s past year of commit activity
    Jupyter Notebook 4 GPL-3.0 0 0 0 Updated Dec 29, 2023
  • neun Public

    A C++ library for the simulation of dynamical systems, aimed to model neural networks with high performance.

    GNB-UAM/neun’s past year of commit activity
    C++ 1 BSD-3-Clause 0 1 0 Updated Sep 7, 2023
  • gnb-uam.github.io Public

    Website for our supplementary material

    GNB-UAM/gnb-uam.github.io’s past year of commit activity
    HTML 2 1 0 0 Updated Jul 21, 2023
  • 3D-designs Public

    3D part designs for different uses in our laboratory

    GNB-UAM/3D-designs’s past year of commit activity
    OpenSCAD 0 GPL-3.0 0 0 0 Updated Apr 8, 2023

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