New Delhi, April 2 : For all we hear of neuroscience's great advances, the field has generated more questions than answers.
We know that the brain combines sensory input from all over your body into a single perception, but not how. We think brains "compute" in some sense, but we can't say what those computations are. We believe that the brain is organised as a hierarchy, with different pieces all working collaboratively to make a single model of the world. But we can explain neither how those pieces are differentiated, nor how they collaborate.
Neuroscientist and computer engineer Jeff Hawkins argues that it's so hard to answer questions about the brain because our basic picture of how the brain works is wrong. In "A Thousand Brains - A New Theory of Intelligence" (Basic Books), Hawkins takes a radically new approach to the brain, with stunning implications.
Hawkins' proposal, called the Thousand Brains Theory of Intelligence, is that your brain is organised into thousands upon thousands of individually computing units, called cortical columns. These columns all process information from the outside world in the same way and each builds a complete model of the world. But because every column has different connections to the rest of the body, each has a unique frame of reference. Your brain sorts out all those models by conducting a vote.
The fundamental job of the brain, therefore, is not to build a single thought, but to manage the thousands of individual thoughts it has every moment.
With this powerful new framework, Hawkins is able to reassess some of neuroscience's most stubborn problems, like why pain needs to be painful to be useful, how we can understand that our perspective of a thing changes as we move around it, and why we might be conscious but individual pieces of our body aren't.
Once you understand how the brain works, it is a lot easier to make one yourself. Hawkins is, above all, an engineer, and "A Thousand Brains" outlines how a new understanding of intelligence could lead to truly intelligent AI. Hawkins explores how we might create machines that can learn on their own, why we need not fear super-intelligent systems, and how human and machine intelligence may someday merge.
Combining cutting-edge theoretical neuroscience with an ambitious program for tomorrow's digital minds, "A Thousand Brains" heralds a revolution in the study of intelligence. It is a big-think book, in every sense of the word.
Hawkins is the co-founder of Numenta, a neuroscience research company; founder of the Redwood Neuroscience Institute; and one of the founders of the field of handheld computing.
He is a member of the National Academy of Engineering and author of "On Intelligence", in which he explains why computers are not intelligent and how we can finally build intelligent machines.