3 citations · 3 across the 6 of their papers we have counts for
6 papers
The embodied brain: Bridging the brain, body, and behavior with biorealistic neuromechanical models
Sibo Wang-Chen, Pavan Ramdya
Animal behavior reflects interactions between the nervous system, body, and environment. Therefore, biomechanics and environmental context must be considered to understand algorith…
Musculoskeletal simulation of limb movement biomechanics in Drosophila melanogaster
Pembe Gizem Özdil, Chuanfang Ning, Jasper S. Phelps +5
Computational models are critical to advance our understanding of how neural, biomechanical, and physical systems interact to orchestrate animal behaviors. Despite the availability…
Overcoming the Domain Gap in Neural Action Representations
Semih Günel, Florian Aymanns, Sina Honari +2
Relating animal behaviors to brain activity is a fundamental goal in neuroscience, with practical applications in building robust brain-machine interfaces. However, the domain gap…
Connecting the dots in ethology: applying network theory to understand neural and animal collectives
Adam Gosztolai, Pavan Ramdya
A major goal shared by neuroscience and collective behavior is to understand how dynamic interactions between individual elements give rise to behaviors in populations of neurons a…
Overcoming the Domain Gap in Contrastive Learning of Neural Action Representations
Semih Günel, Florian Aymanns, Sina Honari +2
A fundamental goal in neuroscience is to understand the relationship between neural activity and behavior. For example, the ability to extract behavioral intentions from neural dat…
Deformation-aware Unpaired Image Translation for Pose Estimation on Laboratory Animals
Siyuan Li, Semih Günel, Mirela Ostrek +3
Our goal is to capture the pose of neuroscience model organisms, without using any manual supervision, to be able to study how neural circuits orchestrate behaviour. Human pose est…