Human Brain
Research on the human brain focuses on understanding its complex information processing mechanisms and applying this knowledge to improve artificial intelligence and medical applications. Current research employs various computational models, including deep neural networks (like transformers and convolutional neural networks), graph neural networks, and spiking neural networks, to analyze brain activity data (fMRI, EEG, MEG) and decode neural representations of visual information, language, and emotions. These efforts aim to improve our understanding of brain function, develop more accurate brain-computer interfaces, and create more human-like AI systems, ultimately impacting fields ranging from neuroscience and psychology to clinical diagnosis and treatment.