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Shuhei J. Yamazaki

Osaka University

8

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59

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Deep learning-assisted comparative analysis of animal trajectories with DeepHL.

2020 Nature Communications
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Efficient learning algorithm for sparse subsequence pattern-based classification and applications to comparative animal trajectory data analysis

2019 Advanced Robotics
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STEFTR: A Hybrid Versatile Method for State Estimation and Feature Extraction From the Trajectory of Animal Behavior

2019 Frontiers in Neuroscience
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A hybrid versatile method for state estimation and feature extraction from the trajectory of animal behavior

2018 bioRxiv
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Calcium dynamics regulating the timing of decision-making in C. elegans

2017 eLife
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Experience-dependent modulation of behavioral features in sensory navigation of nematodes and bats revealed by machine learning

2017 bioRxiv
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