Author

S. Aisu

Listed by name: these papers carry no ORCID for this author, so different people with the same name may be mixed together.

Biology Disciplines

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Animal Behavior & Cognition· 3

Signature Assays, Organisms & Methods

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Approach:deep learning· 3 Organism:non-human primate· 3 Research Focus:cell type annotation· 2 Research Focus:cell-cell communication· 1 Assay:imaging· 1 Assay:spatial transcriptomics· 1 Approach:transformer / foundation model· 1

Frequent Co-Authors

A. Kaneko· 3 shared A. Toyoda· 3 shared H. Koda· 3 shared I. Matsuda· 3 shared N. Suda-Hashimoto· 3 shared T. Morita· 3 shared I. Adachi· 2 shared

Activity by Year

2019-2021 · peak 1/yr

Co-Author Collaboration Network

7 top collaborators · 21 mutual co-author links

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3 shared papersAnimal Behavior & Cognition

A. Kaneko

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3 papers

Recent·Most cited

Effects of short-term isolation on social animals' behavior: an experimental case study of Japanese macaque

T. Morita, A. Toyoda, S. Aisu, N. Suda-Hashimoto, A. Kaneko, I. Adachi, I. Matsuda, H. Koda

This study examines how short-term isolation affects the movement patterns of Japanese macaques using Bluetooth tracking and machine learning to identify isolation vs. group behavior with high accuracy.

bioRxiv · Mar 28, 2021Animal Behavior & Cognition

Non-Parametric Analysis of Inter-Individual Relations Using an Attention-Based Neural Network

T. Morita, A. Toyoda, S. Aisu, A. Kaneko, N. Suda-Hashimoto, I. Adachi, I. Matsuda, H. Koda

This paper introduces a non-parametric neural network with attention mechanism to analyze inter-individual relations from location data, successfully recovering simulated relations and discovering female-oriented social patterns in Japanese macaques.

bioRxiv · Mar 25, 2020Animal Behavior & Cognition

Animals exhibit personality traits in their movement: a case study on location trajectories of primates

T. Morita, A. Toyoda, S. Aisu, A. Kaneko, N. Suda-Hashimoto, I. Matsuda, H. Koda

This study identifies personality traits in movement patterns of Japanese macaques using 3D location data and neural network analysis.

bioRxiv · Sep 25, 2019Animal Behavior & Cognition