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Showing 1–3 of 3 results
Advanced filters: Author: Tensei Inukai Clear advanced filters

  • It remains unclear how the Stroop effect occurs and gets resolved in the human brain. Here, the authors show that a functional loop involving the prefrontal cortex and cerebellum may play a critical role during word-color perception.

    • Moe Okayasu
    • Tensei Inukai
    • Koji Jimura
    ResearchOpen Access
    Nature Communications
    Volume: 14, P: 1-18

  • Molecular generation models using SMILES struggle to handle large and complex compounds due to limited scalability and accuracy. Here, the authors introduce FRATTVAE, a Fragment Tree-Transformer VAE leveraging self-attention mechanisms to effectively capture complex dependencies among fragments, enabling robust molecular generation and optimization on unprecedentedly large datasets.

    • Tensei Inukai
    • Aoi Yamato
    • Yasubumi Sakakibara
    ResearchOpen Access
    Communications Chemistry
    Volume: 8, P: 1-11

  • Chemical variational autoencoder (VAE) is a deep learning method for constructing chemical latent spaces, however, the current chemical VAE variants are limited in their ability to handle complex compound structures like natural products. Here, the authors develop a variational autoencoder that can handle natural products and demonstrate its utility as an in silico drug discovery tool.

    • Toshiki Ochiai
    • Tensei Inukai
    • Yasubumi Sakakibara
    ResearchOpen Access
    Communications Chemistry
    Volume: 6, P: 1-14