All Stories

  1. Explainable machine learning predictions of perceptual sensitivity for retinal prostheses

    Article • Journal of Neural Engineering, March 2024, Institute of Physics Publishing

    Michael Beyeler

  2. Efficient multi-scale representation of visual objects using a biologically plausible spike-latency code and winner-take-all inhibition

    Article • Biological Cybernetics, April 2023, Springer Science + Business Media

    Michael Beyeler

  3. Explainable Machine Learning Predictions of Perceptual Sensitivity for Retinal Prostheses

    Article • February 2023, Cold Spring Harbor Laboratory Press

    Michael Beyeler

  4. Retinal ganglion cells undergo cell type–specific functional changes in a biophysically detailed model of retinal degeneration

    Article • January 2023, Cold Spring Harbor Laboratory Press

    Michael Beyeler

  5. Towards a Smart Bionic Eye: AI-powered artificial vision for the treatment of incurable blindness

    Article • Journal of Neural Engineering, December 2022, Institute of Physics Publishing

    Michael Beyeler

  6. The Relative Importance of Depth Cues and Semantic Edges for Indoor Mobility Using Simulated Prosthetic Vision in Immersive Virtual Reality

    Article • November 2022, ACM (Association for Computing Machinery)

    Michael Beyeler

  7. Factors affecting two-point discrimination in Argus II patients

    Article • Frontiers in Neuroscience, August 2022, Frontiers

    Michael Beyeler

  8. Cortical Motion Perception Emerges from Dimensionality Reduction with Evolved Spike-Timing-Dependent Plasticity Rules

    Article • Journal of Neuroscience, June 2022, Society for Neuroscience

    Michael Beyeler

  9. Improving bionic vision with deep learning

    Article • March 2022, ACM (Association for Computing Machinery)

    Lucas Relic, Michael Beyeler

  10. Immersive Virtual Reality Simulations of Bionic Vision

    Article • March 2022, ACM (Association for Computing Machinery)

    Michael Beyeler

  11. Greedy Optimization of Electrode Arrangement for Epiretinal Prostheses

    Article • January 2022, Springer Science + Business Media

    Michael Beyeler

  12. Learning to see again: Perceptual learning of simulated abnormal on- off-cell population responses in sighted individuals

    Article • Journal of Vision, December 2021, Association for Research in Vision and Ophthalmology (ARVO)

    Michael Beyeler

  13. A Computational Model of Phosphene Appearance for Epiretinal Prostheses

    Article • November 2021, Institute of Electrical & Electronics Engineers (IEEE)

    Michael Beyeler

  14. A Computational Model of Phosphene Appearance for Epiretinal Prostheses

    Article • June 2021, Cold Spring Harbor Laboratory Press

    Michael Beyeler

  15. Explainable AI for Retinal Prostheses: Predicting Electrode Deactivation from Routine Clinical Measures

    Article • May 2021, Institute of Electrical & Electronics Engineers (IEEE)

    Michael Beyeler

  16. Explainable AI for Retinal Prostheses: Predicting Electrode Deactivation from Routine Clinical Measures

    Article • March 2021, Cold Spring Harbor Laboratory Press

    Michael Beyeler

  17. Deep Learning–Based Scene Simplification for Bionic Vision

    Article • February 2021, ACM (Association for Computing Machinery)

    Michael Beyeler

  18. Towards Immersive Virtual Reality Simulations of Bionic Vision

    Article • February 2021, ACM (Association for Computing Machinery)

    Michael Beyeler

  19. U-Net with Hierarchical Bottleneck Attention for Landmark Detection in Fundus Images of the Degenerated Retina

    Article • January 2021, Springer Science + Business Media

    Michael Beyeler

  20. Data-driven models in human neuroscience and neuroengineering

    Article • Current Opinion in Neurobiology, October 2019, Elsevier

    Michael Beyeler

  21. Model-Based Recommendations for Optimal Surgical Placement of Epiretinal Implants

    Article • August 2019, Cold Spring Harbor Laboratory Press

    Michael Beyeler

  22. Neural correlates of sparse coding and dimensionality reduction

    Article • PLoS Computational Biology, June 2019, PLOS

    Michael Beyeler

  23. A model of ganglion axon pathways accounts for percepts elicited by retinal implants

    Article • Scientific Reports, June 2019, Springer Science + Business Media

    Michael Beyeler

  24. Commentary: Detailed Visual Cortical Responses Generated by Retinal Sheet Transplants in Rats With Severe Retinal Degeneration

    Article • Frontiers in Neuroscience, May 2019, Frontiers

    Michael Beyeler

  25. Biophysical model of axonal stimulation in epiretinal visual prostheses

    Article • March 2019, Institute of Electrical & Electronics Engineers (IEEE)

    Michael Beyeler

  26. On the potential role of retinal sheet transplants for sight restoration

    Article • January 2019, Center for Open Science

    Michael Beyeler

  27. Model-Based Recommendations for Optimal Surgical Placement of Epiretinal Implants

    Article • January 2019, Springer Science + Business Media

    Michael Beyeler

  28. A model of ganglion axon pathways accounts for percepts elicited by retinal implants

    Article • October 2018, Cold Spring Harbor Laboratory Press

    Michael Beyeler

  29. Biophysical model of axonal stimulation in epiretinal visual prostheses

    Article • September 2018, Cold Spring Harbor Laboratory Press

    Michael Beyeler

  30. CARLsim 4: An Open Source Library for Large Scale, Biologically Detailed Spiking Neural Network Simulation using Heterogeneous Clusters

    Article • July 2018, Institute of Electrical & Electronics Engineers (IEEE)

    Michael Beyeler

  31. Learning to see again: biological constraints on cortical plasticity and the implications for sight restoration technologies

    Article • Journal of Neural Engineering, June 2017, Institute of Physics Publishing

    Michael Beyeler

  32. Sparse coding and dimensionality reduction in cortex

    Article • June 2017, Cold Spring Harbor Laboratory Press

    Michael Beyeler

  33. pulse2percept: A Python-based simulation framework for bionic vision

    Article • June 2017, Cold Spring Harbor Laboratory Press

    Michael Beyeler

  34. Learning to see again: Biological constraints on cortical plasticity and the implications for sight restoration technologies

    Article • March 2017, Cold Spring Harbor Laboratory Press

    Michael Beyeler

  35. pulse2percept: A Python-based simulation framework for bionic vision

    Article • January 2017, SciPy

    Michael Beyeler

  36. Our brains help us navigate by using a compressed code for what we see when we move

    Article • Journal of Neuroscience, August 2016, Society for Neuroscience

    Michael Beyeler

  37. A GPU-accelerated cortical neural network model for visually guided robot navigation

    Article • Neural Networks, December 2015, Elsevier

    Michael Beyeler

  38. CARLsim 3: A user-friendly and highly optimized library for the creation of neurobiologically detailed spiking neural networks

    Article • July 2015, Institute of Electrical & Electronics Engineers (IEEE)

    Michael Beyeler

  39. Vision-based robust road lane detection in urban environments

    Article • May 2014, Institute of Electrical & Electronics Engineers (IEEE)

    Michael Beyeler

  40. Efficient Spiking Neural Network Model of Pattern Motion Selectivity in Visual Cortex

    Article • Neuroinformatics, February 2014, Springer Science + Business Media

    Michael Beyeler

  41. GPGPU accelerated simulation and parameter tuning for neuromorphic applications

    Article • January 2014, Institute of Electrical & Electronics Engineers (IEEE)

    Michael Beyeler

  42. Categorization and decision-making in a neurobiologically plausible spiking network using a STDP-like learning rule

    Article • Neural Networks, December 2013, Elsevier

    Michael Beyeler

  43. Exploring olfactory sensory networks: Simulations and hardware emulation

    Article • November 2010, Institute of Electrical & Electronics Engineers (IEEE)

    Michael Beyeler