Our Neural Code: A Pathway to AI Minds?

by Alex Vikoulov

​"I have always been convinced that the only way to get artificial intelligence to work is to do the computation in a way similar to the human brain. That is the goal I have been pursuing. We are making progress, though we still have lots to learn about how the brain actually works.” -Geoffrey Hinton

In May, 2016 I stumbled upon a highly controversial Aeon article titled “The Empty Brain: Your brain does not process information, retrieve knowledge or store memories. In short: your brain is not a computer” by psychologist Rob Epstein. This article attested to me once again just how wide the range of professional opinions may be when it comes to brain and mind in general. Unsurprisingly, the article drew an outrage from the reading audience. I myself disagree with the author on most fronts but one thing, I actually agree with him is that yes, our brains are not “digital computers.” They are, rather, neural networks where each neuron might function sort of like a quantum computer. The author has never offered his version of what human brains are like, but only criticized IT metaphors in his article. It's my impression, that at the time of writing the psychologist hadn't even come across such terms as neuromorphic computing, quantum computing, cognitive computing, deep learning, evolutionary computing, computational neuroscience, deep neural networks, and alike. All these IT concepts clearly indicate that today's AI research and computer science derive their inspiration from human brain information processing -- notably neuromorphic neural networks aspiring to incorporate quantum computing into AI cognitive architecture. Deep neural networks learn by doing just like children.

*Image-link to the Aeon article

​There’s nothing wrong with thinking that the brain is like a computer, but in many ways the brain is a lot different. Whereas information on a computer hard drive is laid out and ordered, for instance, that doesn’t seem to be the case with human memories. Arguably, they are stored holographically throughout brains regions (as well as in the field of non-local consciousness). There are similarities and differences. Like a computer, the brain processes information by shuffling electrical signals around complex circuitry. Neither analog nor digital, the brain works using a signal processing format that has some properties in common with both...

​-Alex Vikoulov

​P.S. Read the rest of this premium article as one of the chapters on creating Friendly AI in my new book “The Syntellect Hypothesis: Five Paradigms of the Mind’s Evolution" now available on Amazon, in select brick-and-mortar bookstores, and directly from this website.

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Tags: information processing, neural code, AI mind, artificial intelligence, Geoffrey Hinton,  Aeon, the empty brain, Rob Epstein, digital computer, quantum computer, neuromorphic computing, quantum computing, cognitive computing, deep learning, computational neuroscience, evolutionary computing, neuromorphic neural networks,  deep neural network
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* Image Credit: Shutterstock

​About the Author:
Alex Vikoulov is a futurist, neo-transcendentalist, transhumanist singularitarian, evolutionary extrapolist, cosmist, digital philosopher, founder of Ecstadelic Media, painter, media artist, co-author of "Is Reality a Simulation?" (2018), author of "The Syntellect Hypothesis: Five Paradigms of the Mind's Evolution" (2019). Lives in Burlingame, California (San Francisco Bay Area).