Adapting Neurological Structures to AI

Why is the study of neuroscience still relevant to AI? I take the strong hypothesis that not only is it relevant, but also serves as an essential component in understanding intelligence. 1. Certain physical and mathematical laws scale at multiple levels beyond their original application, and biology is not an exemption from these considerations. 2. The human brain is an example of such a system. 3. The principles that have worked well in deep learning and modern AI point to a particular style of organization not unlike if not identical to how the brain operates. I will be giving an argument for these ideas through the lens of the ontological bases for science, modern deep learning and neuroscientific research, and the path my current research is taking.