Image retrieval based on closed-loop visual-semantic neural decoding
Ryohei Fukuma, Takufumi Yanagisawa, Hidenori Sugano, Kentaro Tamura, Satoru Oshino, Naoki Tani, Yasushi Iimura, Hui Ming Khoo, Hiroharu Suzuki, Huixiang Yang, Takamitsu Iwata, Madoka Nakajima, Shinji Nishimoto, Yukiyasu Kamitani, Haruhiko Kishima
This paper demonstrates that closed-loop brain-computer interfaces can retrieve intended images using a CLIP latent space, achieving over 80% accuracy, while failing with AlexNet.
bioRxiv · Aug 5, 2024 · PreprintNeuroscience