Michael Beyeler
4 papers · 2022–2023 · 1 venue · across top CS/AI venues
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Achievements
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Interdisciplinary Bridge · Bronze
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Taxonomy Completionist
(11)
Venues
Top co-authors
Research topics
Keywords
stimulus encoding
(2)
visual prosthesis
(2)
multimodal learning
(1)
forward model
(1)
primary visual cortex
(1)
bayesian optimization
(1)
inverse problem
(1)
convolutional neural network
(1)
recurrent neural network
(1)
neural autoencoder
(1)
ventral visual stream
(1)
center surround antagonism
(1)
tuned normalization
(1)
neural activity prediction
(1)
behavioral dynamics
(1)
neural response prediction
(1)
patient-specific model
(1)
deep encoder network
(1)
human-in-the-loop optimization
(1)
active learning
(1)
Papers
Explaining V1 Properties with a Biologically Constrained Deep Learning Architecture
NeurIPS 2023
Human-in-the-Loop Optimization for Deep Stimulus Encoding in Visual Prostheses
NeurIPS 2023
Multimodal Deep Learning Model Unveils Behavioral Dynamics of V1 Activity in Freely Moving Mice
NeurIPS 2023
Hybrid Neural Autoencoders for Stimulus Encoding in Visual and Other Sensory Neuroprostheses
NeurIPS 2022