Takuya Ito
Scholar

Takuya Ito

Google Scholar ID: Ym08_RMAAAAJ
IBM Research
neuroscienceartificial intelligencemachine learningcognitive science
Citations & Impact
All-time
Citations
2,074
 
H-index
20
 
i10-index
21
 
Publications
20
 
Co-authors
26
list available
Resume (English only)
Academic Achievements
  • Published 'Quantifying artificial intelligence through algorithmic generalization' in Nature Machine Intelligence (2025)
  • Published 'On the generalization capacity of neural networks during generic multimodal reasoning' at ICLR 2024
  • Oral presentation at NeurIPS 2022: 'Compositional generalization through abstract representations in human and artificial neural networks'
  • Published 'Multitask representations in the human cortex transform along a sensory-to-motor hierarchy' in Nature Neuroscience (2023)
  • Published 'Cognitive task information is transferred between brain regions via resting-state network topology' in Nature Communications (2017)
  • Multiple preprints on arXiv and bioRxiv covering AI verification, clustering algorithms in Transformers, and in vivo mapping of cortical signal flow hierarchies