Communications biology
Brain-aligning of semantic vectors improves neural decoding of visual stimuli.
Shirin Vafaei, Ryohei Fukuma, Takufumi Yanagisawa, Huixiang Yang, Satoru Oshino, Naoki Tani, Hui Ming Khoo, Hidenori Sugano, Yasushi Iimura, Hiroharu Suzuki, Madoka Nakajima, Kentaro Tamura, Haruhiko Kishima
Published: 202610.1038/s42003-025-09482-x
Abstract
The development of algorithms to accurately decode neural information has long been a research focus in the field of neuroscience. Brain decoding typically involves training machine learning models to map neural data onto a preestablished vector repr…
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