Abstract: A brain computer interface system includes a retainer and cap assembly for transmitting light to a user's head region and transmitting optical signals from the user's head region to a detector subsystem. The retainer is configured to secure the cap assembly to a head region of a user. The cap assembly includes an array of ports that retain an array of ferrules. A first ferrule in the array of ferrules can include a channel that extends at least partially through the body of the ferrule. The channel retains a fiber optic cable such that the fiber optic cable is in communication with a head region of a user during a mode of operation. The cap includes an elastic portion such that in a mode of operation, the cap and array of ferrules are biased towards the head region of a user.

Abstract: A brain computer interface system interprets an individual's neural signals to predict specific phonemes, words, or sentences, thereby enabling the individual to communicate with others through unspoken methods. Specifically, a brain computer interface system captures neural signals from an individual at mesoscopic resolutions using optical neuroimaging techniques. The system applies the captured neural signals to multiple predictive models that have been trained on neural signals captured from previous individuals. The predictive models output predictions as to a phoneme or word that corresponds to the captured neural signals. Therefore, the individual can communicate through the brain computer interface system by only providing neural signals without using verbal, expressive, or physical means.