Systems Neuroscience for AI

Lee Sharkey, a friend of mine just published a wondeful guide on neuroscience for AI/ML researchers, focusing on

The functions that particular brain areas are believed to perform and, where possible, how they are believed to perform them. The high-level algorithms the brain is believed to be implementing and what we know about how they are performed Relations between the discussed brain parts and systems Links from the neuroscience to modern AI algorithms and architectures.