Mind-Video is a state-of-the-art system for turning continuous fMRI brain activity data into high-quality videos. It has a two-module design to learn general visual fMRI features and then refine them with multimodal contrastive learning. The technology can be used to understand human cognition and to develop brain-computer interfaces and neuroimaging applications, and it offers high accuracy and biologically plausible attention analysis.
Another interesting project is Neuralink, a general-purpose brain interface technology. Neuralink hopes to restore vision, motor control and speech in people with unmet medical needs. The N1 Implant has 1024 electrodes on 64 flexible wires housed in a biocompatible package and powered by low-power chips for safety and reliability. The technology could lead to new ways to control computers and other devices with your mind, improving independence and living well.
For a more general-purpose brain-computer interface, EMOTIV offers a range of EEG hardware and software tools for capturing and analyzing brain activity. The company offers a variety of EEG headsets and software tools, including AI-based tools for designing experiments and capturing raw EEG data. That makes EMOTIV a good tool for personal development or scientific research, letting people capture and analyze their brain activity.