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@hamkerlab Hamker lab of computational neuroscience and AI

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    32 repositories

    • .github

      Public
      README for hamkerlab
      0•0•0•0•Updated Apr 18, 2026Apr 18, 2026

    • DL_for_practitioners

      Public
      Jupyter notebooks for the 'Deep Learning for Practitioners' course
      Jupyter Notebook
      •
      MIT License
      •1•2•0•0•Updated Apr 17, 2026Apr 17, 2026

    • Bergelt2019_UpdatingOfAttention

      Public
      Source code of simulations and analyses from Bergelt, J., Hamker, F.H. (2019) Spatial updating of attention across eye movements: A neuro-computational approach…
      Python
      •
      GNU General Public License v3.0
      •0•0•0•0•Updated Apr 17, 2026Apr 17, 2026

    • Bergelt2025_AttentionalUpdatingInV4

      Public
      Source code of simulations and analyses from Bergelt, J., Hamker, F.H. (2025) Perisaccadic attentional updating in Area V4: A neuro-computational approach. Euro…
      Python
      •
      MIT License
      •0•0•0•0•Updated Apr 17, 2026Apr 17, 2026

    • Larisch2024_Spatiotemporal_Processing

      Public
      Repository to create a SNN with STRFs and direction selective simple cells
      Python
      •
      Apache License 2.0
      •1•0•0•0•Updated Apr 14, 2026Apr 14, 2026

    • Teichmann2021_NeuralNetworks

      Public
      Repository for the publication: Teichmann, M., Larisch, R., & Hamker, F. H. (2021). Performance of biologically grounded models of the early visual system on st…
      Python
      •
      Mozilla Public License 2.0
      •2•0•0•0•Updated Apr 13, 2026Apr 13, 2026

    • Larisch2023_Detecting_Anomalies

      Public
      Github repository to the manuscript: Detecting anomalies in system logs with compact convolutional transformer
      Python
      •
      Apache License 2.0
      •1•1•0•0•Updated Mar 4, 2026Mar 4, 2026

    • Larisch2021_PLOSComBio

      Public
      Repository for the publication: Larisch, R., Gönner, L., Teichmann, M. & Hamker, F. H. (2021). Sensory coding and contrast invariance emerge from the control of…
      Python
      •
      Mozilla Public License 2.0
      •1•0•0•0•Updated Mar 4, 2026Mar 4, 2026

    • Habibi2026_Tokenization_CADmodels

      Public
      Source code of Habibi, S. H., Bergelt, J., Techmann, M. Hamker, F.H. (2026) Influence of Tokenization Strategies on the Prediction of CAD Model Descriptions. In…
      Python
      •0•0•0•0•Updated Feb 25, 2026Feb 25, 2026

    • Goenner2026_Decoding_Sequence_Dynamics

      Public
      Source code of simulations and analyses from Gönner, L., Syniawa, E., & Hamker, F. H. (2026).
      Python
      •0•0•0•0•Updated Feb 4, 2026Feb 4, 2026

    • onshape-cad-parser

      Public
      A simple parser to collect CAD construction data from OnShape. Originally developed by Rundi Wu https://github.com/rundiwu/onshape-cad-parser
      Python
      •22•0•0•0•Updated Jan 13, 2026Jan 13, 2026

    • CAVAA-ContextualNavigation

      Public
      Python
      •0•0•0•0•Updated Aug 18, 2025Aug 18, 2025

    • Maith2024_DBS_Habit

      Public
      Source code of simulations and analyses from Maith, O., Apenburg, D., & Hamker, F. H. (2024). Pallidal deep brain stimulation enhances habitual behavior in a ne…
      Python
      •0•0•0•0•Updated Mar 31, 2025Mar 31, 2025

    • Stocks2025_Eye_Position_Decoder

      Public
      Cleaned up Code for Publication
      Python
      •0•0•0•0•Updated Dec 20, 2024Dec 20, 2024

    • Fietzek2024_Reaching_Adaptation_iCub

      Public
      Source code for Fietzek, T., Ruff, C., & Hamker, F. H. (2024). A Brain-Inspired Model of Reaching and Adaptation on the iCub Robot
      Python
      •
      MIT License
      •0•0•0•0•Updated Dec 16, 2024Dec 16, 2024

    • Maith2024_Poster_Active_Self

      Public
      Code repository for the poster 'A Neurocomputational Model of Basal Ganglia-Intralaminar Nuclei Interactions: Implications for Attentional Orienting and Sense o…
      Python
      •1•0•0•0•Updated Sep 12, 2024Sep 12, 2024

    • neurorobotik-reservoir

      Public
      Lecture on Reservoir Computing for the Neurorobotik course.
      Jupyter Notebook
      •1•0•0•0•Updated Jun 13, 2024Jun 13, 2024

    • hamkerlab.github.io

      Public
      Website for the lab of AI - TUC
      MIT License
      •0•0•0•0•Updated May 29, 2024May 29, 2024

    • Burkhardt2023_SpatialCognition

      Public
      Contains the code for simulation and analysis of the Spatial Cognition model.
      Python
      •
      GNU General Public License v3.0
      •0•5•0•0•Updated Apr 30, 2024Apr 30, 2024

    • Maith2021-CognitiveLearningAgent

      Public
      Source code of the cognitive learning agent for emergent attention from basal ganglia onto the visual system from Maith, Schwarz & Hamker (2021).
      Python
      •
      MIT License
      •1•0•0•0•Updated Mar 15, 2024Mar 15, 2024

    • Neurorobotics_SummerSchool2022

      Public
      Repository for neurorobotics summer school 2022
      Python
      •0•1•0•0•Updated Feb 14, 2024Feb 14, 2024

    • Baladron2023-MotorLearning-BG-Cereb

      Public
      Python
      •
      MIT License
      •3•6•0•0•Updated May 26, 2023May 26, 2023

    • Larisch2023_EventBasedSNN

      Public
      Python code for to train a spiking neural network on N-MNIST and evaluate it on different corruption types.
      Python
      •
      GNU General Public License v3.0
      •1•1•0•0•Updated Mar 29, 2023Mar 29, 2023

    • Maith2022_ExplorationSTNGPe

      Public
      Source code of simulations and analyses from Maith, O., Baladron, J., Einhäuser, W., & Hamker, F. H. (2022). Exploration behavior after reversals is predicted b…
      Python
      •0•1•0•0•Updated Mar 2, 2023Mar 2, 2023

    • Dinkelbach2022_ANNarchyAutoTuning

      Public
      Source code of simulations and analyses from Dinkelbach, Bouhlal, Vitay & Hamker (2022) Auto-Selection of an Optimal Sparse Matrix Format in the Neuro-Simulator…
      Python
      •
      GNU General Public License v2.0
      •0•0•0•0•Updated Feb 20, 2023Feb 20, 2023

    • ML-Karoprod-MeshPredictor

      Public
      Mesh regression library of the ML@Karoprod BMBF project
      Jupyter Notebook
      •
      MIT License
      •1•3•0•2•Updated Nov 14, 2022Nov 14, 2022

    • Goenner2017-PredictivePlaceCells

      Public
      Lorenz Gönner, Julien Vitay, and Fred H. Hamker (2017). Predictive Place-Cell Sequences for Goal-Finding Emerge from Goal Memory and the Cognitive Map: A Comput…
      Python
      •0•0•0•0•Updated Nov 6, 2022Nov 6, 2022

    • Maith2021_ANNarchyBOLDmonitor

      Public
      Source code of simulations and analyses from Maith, O., Dinkelbach, H. Ü., Baladron, J., Vitay, J., & Hamker, F. H. (2022). BOLD Monitoring in the Neural Simula…
      Python
      •
      MIT License
      •0•1•0•0•Updated Mar 8, 2022Mar 8, 2022

    • Goenner2020-Stopsignaltask_BG

      Public
      Package with main scripts of the Basal Ganglia model for Stop Signal Task simulations from Goenner, Maith, Koulouri, Baladron & Hamker (2020).
      Python
      •
      GNU General Public License v3.0
      •1•0•0•0•Updated Dec 3, 2020Dec 3, 2020

    • Schmid2019-CerebellumForwardModel

      Public
      Python
      •
      MIT License
      •4•0•0•0•Updated Jul 27, 2019Jul 27, 2019
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