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@bionicvisionlab Bionic Vision Lab

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    17 repositories

    • bionicvisionlab.github.io

      Public
      Official website of the Bionic Vision Lab
      HTML
      •1•0•0•0•Updated Dec 2, 2024Dec 2, 2024

    • 2024-Temporal-Model

      Public
      Y Hou, L Pullela, J Su, S Aluru, S Sista, X Lu, M Beyeler (2024). Predicting the temporal dynamics of prosthetic vision. 46th Annual International Conference of the IEEE Engineering in Medicine & Biology Society (IEEE EMBC)
      Jupyter Notebook
      •
      BSD 2-Clause "Simplified" License
      •0•0•0•0•Updated Jul 9, 2024Jul 9, 2024

    • 2023-Pogoncheff-Explaining-V1-Properties

      Public
      G Pogoncheff, J Granley, M Beyeler (2023). Explaining V1 properties with a biologically constrained deep learning architecture. NeurIPS '23
      Python
      •
      BSD 2-Clause "Simplified" License
      •2•0•0•1•Updated Jun 10, 2024Jun 10, 2024

    • 2023-NeurIPS-HILO

      Public
      J Granley, T Fauvel, M Chalk, M Beyeler (2023). Human-in-the-loop optimization of prosthetic vision. NeurIPS '23
      Jupyter Notebook
      •
      BSD 3-Clause "New" or "Revised" License
      •0•2•0•0•Updated Jun 4, 2024Jun 4, 2024

    • 2024-Stress-affects-navigation

      Public
      Varshney, A., Munns, M.E., Kasowski, J. et al. Stress affects navigation strategies in immersive virtual reality. Scientific Reports 2024
      BSD 2-Clause "Simplified" License
      •0•0•0•0•Updated May 24, 2024May 24, 2024

    • 2023-ArgusThresholds

      Public
      G Pogoncheff, Z Hu, A Rokem, M Beyeler (2024). Explainable machine learning predictions of perceptual sensitivity for retinal prostheses. Journal of Neural Engineering
      Python
      •
      BSD 2-Clause "Simplified" License
      •1•1•0•0•Updated Apr 14, 2024Apr 14, 2024

    • 2024-ArgusPairs

      Public
      Y Hou, D Nanduri, J Granley, JD Weiland, M Beyeler (2024). Axonal stimulation affects the linear summation of single-point perception in three Argus II users. Journal of Neural Engineering
      Jupyter Notebook
      •
      MIT License
      •0•0•0•0•Updated Apr 14, 2024Apr 14, 2024

    • 2023-Xu-Multimodal-Mouse-V1

      Public
      A Xu, Y Hou, CM Niell, M Beyeler (2023). Multimodal deep learning model unveils behavioral dynamics of V1 activity in freely moving mice. NeurIPS '23
      Jupyter Notebook
      •
      BSD 2-Clause "Simplified" License
      •1•4•0•0•Updated Dec 19, 2023Dec 19, 2023

    • BionicVisionXR

      Public
      An open-source virtual/augmented reality toolbox for simulated prosthetic vision
      C#
      •
      MIT License
      •1•0•0•0•Updated Oct 18, 2023Oct 18, 2023

    • 2023-Xu-Retinal-Degeneration

      Public
      A Xu, M Beyeler (2023). Retinal ganglion cells undergo cell type-specific functional changes in a computational model of cone-mediated retinal degeneration. Frontiers in Neuroscience 17:1147729
      Jupyter Notebook
      •1•1•0•0•Updated Jul 12, 2023Jul 12, 2023

    • shapes

      Public
      Jupyter Notebook
      •
      MIT License
      •0•1•2•0•Updated Apr 23, 2023Apr 23, 2023

    • 2021-HBA-U-Net

      Public
      S Tang, Z Qi, J Granley, M Beyeler (2021). U-Net with Hierarchical Bottleneck Attention for Landmark Detection in Fundus Images of the Degenerated Retina. MICCAI OMIA8 Workshop 2021, online.
      Python
      •
      MIT License
      •4•12•0•0•Updated Mar 7, 2023Mar 7, 2023

    • 2021-BiphasicAxonMap

      Public
      J Granley, M Beyeler (2021). A Computational Model of Phosphene Appearance for Epiretinal Prostheses. IEEE EMBC '21
      Jupyter Notebook
      •
      BSD 3-Clause "New" or "Revised" License
      •0•0•0•0•Updated May 25, 2022May 25, 2022

    • 2022-kasowski-immersive

      Public
      J Kasowski & M Beyeler (2022). Immersive virtual reality simulations of bionic vision. In AHs '22: Augmented Humans International Conference, March 13-15th, 2022, Munich, Germany + Cyberspace
      Jupyter Notebook
      •
      BSD 2-Clause "Simplified" License
      •1•0•0•0•Updated Mar 22, 2022Mar 22, 2022

    • 2021-han-scene-simplification

      Public
      N Han, S Srivastava, A Xu, D Klein, M Beyeler (2021). Deep learning--based scene simplification for bionic vision. In AHs '21: Augmented Humans International Conference (AHs '21), February 22-24, 2021, online.
      Jupyter Notebook
      •
      BSD 3-Clause "New" or "Revised" License
      •1•5•0•0•Updated Oct 22, 2021Oct 22, 2021

    • RoboSapiens

      Public
      Bionic vision simulations for the Robo Sapiens exhibit
      simulationneurosciencevisionbionic-vision
      Python
      •
      MIT License
      •0•1•0•0•Updated Aug 10, 2020Aug 10, 2020

    • ArgusDraw

      Public
      p2p Android drawing app for patient testing
      Kotlin
      •
      Apache License 2.0
      •190•0•0•0•Updated Feb 28, 2018Feb 28, 2018