84 citations · 94 across the 5 of their papers we have counts for
5 papers
Brain2Music: Reconstructing Music from Human Brain Activity
Timo I. Denk, Yu Takagi, Takuya Matsuyama +4
The process of reconstructing experiences from human brain activity offers a unique lens into how the brain interprets and represents the world. In this paper, we introduce a metho…
Improving visual image reconstruction from human brain activity using latent diffusion models via multiple decoded inputs
Yu Takagi, Shinji Nishimoto
The integration of deep learning and neuroscience has been advancing rapidly, which has led to improvements in the analysis of brain activity and the understanding of deep learning…
Neural dSCA: demixing multimodal interaction among brain areas during naturalistic experiments
Yu Takagi, Laurence T. Hunt, Ryu Ohata +2
Multi-regional interaction among neuronal populations underlies the brain's processing of rich sensory information in our daily lives. Recent neuroscience and neuroimaging studies…
Demixed shared component analysis of neural population data from multiple brain areas
Yu Takagi, Steven W. Kennerley, Jun-ichiro Hirayama +1
Recent advances in neuroscience data acquisition allow for the simultaneous recording of large populations of neurons across multiple brain areas while subjects perform complex cog…
A neural marker of obsessive-compulsive disorder from whole-brain functional connectivity
Yu Takagi, Yuki Sakai, Giuseppe Lisi +8
Obsessive-compulsive disorder (OCD) is a common psychiatric disorder with a lifetime prevalence of 2-3 percent. Recently, brain activity in the resting state is gathering attention…