HI, LLC, doing business asKernel, is an American company that has developed a non-invasive neuroimaging technology. It is a privately held company headquartered in Los Angeles, California. The company was founded in 2016 by Bryan Johnson.[1][2]
Johnson founded Kernel in 2016 with a $54 million investment and began researching neuroprosthetics, devices implanted into the brain that mimic, substitute, or assist brain functions.[1][3]
In May 2020, Kernel introduced two brain-activity monitoring devices, Flux and Flow.[3][1] The Flow device can both see and record brain activity.[4][5][3]
Kernel also introduced "Sound ID," a software that can tell what speech or song a person is listening to just from brain data.[1] The company was featured in the 2020 documentary, I Am Human, about brain–machine interfaces.[6] Kernel raised $53 million in 2020.[7]
Kernel Flow is a wearable time-domain functional near-infrared spectroscopy (TD-fNIRS) system.[8][9] fNIRs uses infrared light to measure changes in the oxygenation of blood, which is a proxy for neural activity. Kernel Flow can achieve a 200 Hz sampling rate.[10] The spatial resolution of f-NIRS is strongly limited by scattering, with most existing f-NIRS systems having resolutions > 2 cm.[10]
Kernel plans to read and write the underlying functions of the brain.[11][12]
As of 2019, the company is researching neurological diseases and dysfunctions such as Alzheimer's and Parkinson's diseases, depression and anxiety.[13] Kernel is one of several companies researching links between the human brain and computer interfaces, including Neuralink, Precision Neuroscience, Synchron, and Facebook.[14] Kernel also offers neuroscience as a service to scientists and businesses, conducting subject testing at their office.[1]