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Top Conduct Science News
SpeciesFrom Mice to Rats, Zebrafish, and Beyond In the rapidly advancing field of behavioral neuroscience, the ability to train machine learning models on one species and adapt them to another represents a powerful opportunity to streamline experimental workflows, reduce labeling effort, and enhance cross-species comparisons. This strategy—known as cross-species transfer learning—has gained traction as a way to extend the utility of pose estimation, be…Read Article
Transfer Learning in Neuroscience: From Mice to Zebrafish
United States · United StatesThe scientific community stands at a pivotal crossroads in behavioral neuroscience. As video-based behavioral experiments become more complex, detailed, and high-throughput, so too does the demand for open, scalable, and FAIR (Findable, Accessible, Interoperable, Reusable) repositories that can handle the resulting terabytes of time-series data. From raw video to pose estimation outputs and unsupervised behavioral clusters, the scientific utilit…Read Article
