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AI & Artificial Cognitive Systems

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Voices from the Neuroscience Community, Take 1

Voices from the Neuroscience Community, Take 1:

 

 

“So how can a brain perform difficult tasks in one hundred steps that the largest parallel computer imaginable can't solve in a million or a billion steps? The answer is the brain doesn't "compute" the answers to problems; it retrieves the answers from memory. In essence, the answers were stored in memory a long time ago. It only takes a few steps to retrieve something from memory. Slow neurons are not only fast enough to do this, but they constitute the memory themselves. The entire cortex is a memory system. It isn't a computer at all… the cortex creates what are called invariant representations, which handle variations in the world automatically…the problem of understanding how your cortex forms invariant representations remains one of the biggest mysteries in all of science.” –J. Hawkins [6]

 

“…Learning and memory, as well as synaptic and neuronal plasticity, represent a family of processes that share a common logic and some key components but vary in the details of their molecular mechanisms…In the study of memory storage, we are now at the foothills of a great mountain range. We have some understanding of the cellular and molecular mechanisms of memory storage, but we need to move from these mechanisms to the systems properties of memory: What neural circuits are important for various types of memory? How are internal representations of a face, a scene, a melody, or an experience encoded in the brain?…I would like to understand how the unconscious processing of sensory information occurs and how conscious attention guides the mechanisms in the brain that stabilize memory.” –E. Kandel [5]

 

“The ability to use special brain circuits to create metarepresentations of sensory and motor representations – partly to facilitate language and partly facilitated by language – might have been critical for the evolution of both full-fledged qualia and a sense of self…it is impossible to have free-floating qualia without a self experiencing it, nor a self existing in isolation, devoid of all feelings and sensations.” –V. Ramachandran [5]

 

References and Endnotes:

 

[5] “A Brief Tour of Human Consciousness,” V.S. Ramachandran, Pi Press, 2004.

“In Search of Memory, The Emergence of a New Science of Mind, E.R. Kandel, W.W. Norton & Co., 2007.

[6] “On Intelligence,” Jeff Hawkins, Owl Books, 2004.

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