3 papers
cs.CV2025
Mouse Lockbox Dataset: Behavior Recognition for Mice Solving Lockboxes
Patrik Reiske, Marcus N. Boon, Niek Andresen +6
Machine learning and computer vision methods have a major impact on the study of natural animal behavior, as they enable the (semi-)automatic analysis of vast amounts of video data…
cs.CV2025
Tracking Mouse from Incomplete Body-Part Observations and Deep-Learned Deformable-Mouse Model Motion-Track Constraint for Behavior Analysis
Olaf Hellwich, Niek Andresen, Katharina Hohlbaum +10
Tracking mouse body parts in video is often incomplete due to occlusions such that - e.g. - subsequent action and behavior analysis is impeded. In this conceptual work, videos from…
cs.NE2025
Gradient descent in materia through homodyne gradient extraction
Marcus N. Boon, Lorenzo Cassola, Hans-Christian Ruiz Euler +5
Deep learning, a multi-layered neural network approach inspired by the brain, has revolutionized machine learning. One of its key enablers has been backpropagation, an algorithm th…