Natural General Intelligence: How understanding the brain can help us build AI. Christopher Summerfield, Christopher Summerfield
Natural-General.pdf
ISBN: 9780192843883 | 352 pages | 9 Mb
- Natural General Intelligence: How understanding the brain can help us build AI
- Christopher Summerfield, Christopher Summerfield
- Page: 352
- Format: pdf, ePub, fb2, mobi
- ISBN: 9780192843883
- Publisher: Oxford University Press
Free books download pdf format Natural General Intelligence: How understanding the brain can help us build AI by Christopher Summerfield, Christopher Summerfield
Since the time of Turing, computer scientists have dreamed of building artificial general intelligence (AGI) - a system that can think, learn and act as humans do. Over recent years, the remarkable pace of progress in machine learning research has reawakened discussions about AGI. But what would a generally intelligent agent be able to do? What algorithms, architectures, or cognitive functions would it need? To answer these questions, we turn to the study of natural intelligence. Humans (and many other animals) have evolved precisely the sorts of generality of function that AI researchers see as the defining hallmark of intelligence. The fields of cognitive science and neuroscience have provided us with a language for describing the ingredients of natural intelligence in terms of computational mechanisms and cognitive functions and studied their implementation in neural circuits. Natural General Intelligence describes the algorithms and architectures that are driving progress in AI research in this language, by comparing current AI systems and biological brains side by side. In doing so, it addresses deep conceptual issues concerning how perceptual, memory and control systems work, and discusses the language in which we think and the structure of our knowledge. It also grapples with longstanding controversies about the nature of intelligence, and whether AI researchers should look to biology for inspiration. Ultimately, Summerfield aims to provide a bridge between the theories of those who study biological brains and the practice of those who are seeking to build artificial brains.
(PDF) From Brain Science to Artificial Intelligence
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cs.LG, cs.IT, cs.NE, math.IT, q-bio.NC - arxiv-sanity
This will help develop more powerful AI systems and simultaneously gives us a better understanding of how the human brain works. We discuss the various
Natural General Intelligence: How understanding the brain
Natural General Intelligence: How understanding the brain can help us build AI Kindle Edition · Kindle Edition ₹630.56 Read with Our Free App · Hardcover —.
Artificial General Intelligence and the Human Mental Model
When the first artificial general intelligences are built, centered on the human example, is needed to help us understand the challenges which we will
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We would know that in general the Earth had a serious problem that it will take you a variable amount of computing power to build an AI.
What is Artificial Intelligence (AI)? | Definition from TechTarget
Strong AI, also known as artificial general intelligence (AGI), describes programming that can replicate the cognitive abilities of the human brain.
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