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Dartmouth Workshop
The Dartmouth Summer Research Project on Artificial Intelligence was a 1956 summer workshop widely consideredKline, Ronald R., Cybernetics, Automata Studies and the Dartmouth Conference on Artificial Intelligence, IEEE Annals of the History of Computing, October–December, 2011, IEEE Computer Society to be the founding event of artificial intelligence as a field. The project lasted approximately six to eight weeks and was essentially an extended brainstorming session. Eleven mathematicians and scientists originally planned to attend; not all of them attended, but more than ten others came for short times. Background In the early 1950s, there were various names for the field of "thinking machines": cybernetics, automata theory, and complex information processing. The variety of names suggests the variety of conceptual orientations. In 1955, John McCarthy, then a young Assistant Professor of Mathematics at Dartmouth College, decided to organize a group to clarify and develo ...
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Artificial Intelligence
Artificial intelligence (AI) is intelligence—perceiving, synthesizing, and inferring information—demonstrated by machines, as opposed to intelligence displayed by animals and humans. Example tasks in which this is done include speech recognition, computer vision, translation between (natural) languages, as well as other mappings of inputs. The ''Oxford English Dictionary'' of Oxford University Press defines artificial intelligence as: the theory and development of computer systems able to perform tasks that normally require human intelligence, such as visual perception, speech recognition, decision-making, and translation between languages. AI applications include advanced web search engines (e.g., Google), recommendation systems (used by YouTube, Amazon and Netflix), understanding human speech (such as Siri and Alexa), self-driving cars (e.g., Tesla), automated decision-making and competing at the highest level in strategic game systems (such as chess and Go). ...
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Neural Networks
A neural network is a network or circuit of biological neurons, or, in a modern sense, an artificial neural network, composed of artificial neurons or nodes. Thus, a neural network is either a biological neural network, made up of biological neurons, or an artificial neural network, used for solving artificial intelligence (AI) problems. The connections of the biological neuron are modeled in artificial neural networks as weights between nodes. A positive weight reflects an excitatory connection, while negative values mean inhibitory connections. All inputs are modified by a weight and summed. This activity is referred to as a linear combination. Finally, an activation function controls the amplitude of the output. For example, an acceptable range of output is usually between 0 and 1, or it could be −1 and 1. These artificial networks may be used for predictive modeling, adaptive control and applications where they can be trained via a dataset. Self-learning resulting from e ...
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Arthur Samuel
Arthur Lee Samuel (December 5, 1901 – July 29, 1990) was an American pioneer in the field of computer gaming and artificial intelligence. He popularized the term "machine learning" in 1959. The Samuel Checkers-playing Program was among the world's first successful self-learning programs, and as such a very early demonstration of the fundamental concept of artificial intelligence (AI). He was also a senior member in the TeX community who devoted much time giving personal attention to the needs of users and wrote an early TeX manual in 1983. Biography Samuel was born on December 5, 1901, in Emporia, Kansas, and graduated from College of Emporia in Kansas in 1923. He received a master's degree in Electrical Engineering from MIT in 1926, and taught for two years as instructor. In 1928, he joined Bell Laboratories, where he worked mostly on vacuum tubes, including improvements of radar during World War II. He developed a gas-discharge transmit-receive switch (TR tube) that allow ...
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Trenchard More
Trenchard More (1930 – 2019) was a mathematician and computer scientist who worked at IBM's Thomas J. Watson Research Center and Cambridge Scientific Center after teaching at MIT and Yale. He was also a full professor for two years at the Technical University of Denmark. He participated in the 1956 Dartmouth Summer Research Project on Artificial Intelligence. At the 50th year meeting of the Dartmouth Conference with Marvin Minsky, Ray Solomonoff, Geoffrey Hinton and Simon Osindero he presented ''The Future of Network Models'' and also gave a lecture entitled ''Routes to the Summit''. More designed a theory for nested rectangular arrays that provided a formal structure used in the development of APL2 and the Nested Interactive Array Language. See also *AI@50 *Automaton An automaton (; plural: automata or automatons) is a relatively self-operating machine, or control mechanism designed to automatically follow a sequence of operations, or respond to predetermined i ...
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Stottler Henke Associates
Stottler Henke Associates, Inc., founded in 1988, is a company headquartered in San Mateo, California, that develops artificial intelligence software applications and development tools for education and training, planning and scheduling, knowledge management and discovery, decision support, and computer security and reliability. Scenario-based training simulations let students apply their knowledge and skills in realistically complex situations. Intelligent tutoring systems encode and apply subject matter and teaching expertise to evaluate student performance and provide individualized instruction automatically. Its ''Aurora scheduling system'' is used by NASA, United Space Alliance, the Boeing Company, Massachusetts General Hospital, and Clipper Windpower Clipper Windpower is a wind turbine manufacturing company founded in 2001 by James G.P. Dehlsen.
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Herbert A
Herbert may refer to: People Individuals * Herbert (musician), a pseudonym of Matthew Herbert Name * Herbert (given name) * Herbert (surname) Places Antarctica * Herbert Mountains, Coats Land * Herbert Sound, Graham Land Australia * Herbert, Northern Territory, a rural locality * Herbert, South Australia. former government town * Division of Herbert, an electoral district in Queensland * Herbert River, a river in Queensland * County of Herbert, a cadastral unit in South Australia Canada * Herbert, Saskatchewan, Canada, a town * Herbert Road, St. Albert, Canada New Zealand * Herbert, New Zealand, a town * Mount Herbert (New Zealand) United States * Herbert, Illinois, an unincorporated community * Herbert, Michigan, a former settlement * Herbert Creek, a stream in South Dakota * Herbert Island, Alaska Arts, entertainment, and media Fictional entities * Herbert (Disney character) This list of Donald Duck universe characters focuses on Disney cartoon and comics characte ...
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Allen Newell
Allen Newell (March 19, 1927 – July 19, 1992) was a researcher in computer science and cognitive psychology at the RAND Corporation and at Carnegie Mellon University’s School of Computer Science, Tepper School of Business, and Department of Psychology. He contributed to the Information Processing Language (1956) and two of the earliest AI programs, the Logic Theory Machine (1956) and the General Problem Solver (1957) (with Herbert A. Simon). He was awarded the ACM's A.M. Turing Award along with Herbert A. Simon in 1975 for their basic contributions to artificial intelligence and the psychology of human cognition. Early studies Newell completed his Bachelor's degree in physics from Stanford in 1949. He was a graduate student at Princeton University from 1949–1950, where he did mathematics. Due to his early exposure to an unknown field known as game theory and the experiences from the study of mathematics, he was convinced that he would prefer a combination of exper ...
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Oliver Selfridge
Oliver Gordon Selfridge (10 May 1926 – 3 December 2008) was a pioneer of artificial intelligence. He has been called the "Father of Machine Perception." Biography Selfridge, born in England, was a grandson of Harry Gordon Selfridge, the founder of Selfridges department stores. His father was Harry Gordon Selfridge Jr. and his mother was a clerk at Selfridge's store. His parents had met, fallen in love, married and had children all in secret, and Oliver never met his grandfather, Harry Sr. He was educated at Malvern College, and, upon moving to the US, at Middlesex School in Concord, Massachusetts, before earning an S.B. from MIT in mathematics in 1945. He then became a graduate student of Norbert Wiener's at MIT, but did not write up his doctoral research and never earned a Ph.D. Marvin Minsky considered Selfridge to be one of his mentors, and Selfridge was one of the 11 attendees, with Minsky, of the Dartmouth workshop that is considered the founding event of artificia ...
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John Henry Holland
John Henry Holland (February 2, 1929 – August 9, 2015) was an American scientist and Professor of psychology and Professor of electrical engineering and computer science at the University of Michigan, Ann Arbor. He was a pioneer in what became known as genetic algorithms. Biography John Henry Holland was born on 2 February 1929 in Fort Wayne, Allen County, Indiana, son of Gustave A. Holland (b. 24 July 1896 in Russian Poland; only son of Christopher Holland and Appolonia Greiber / Graeber; three sisters) and Mildred P. Gfroerer (b. 1 July 1901 in Columbus Grove, Ohio; the second of three daughters of John Joseph Gfroerer and Ila Savilla "Ily S." Kiefer). He had one younger sister, Shirley Ann "Hollie" Holland (b. about 1931; m1. c.1955 John William Ringgenberg (div. bef. 3 Aug 1968, d. 1982), had issue; m2. 2003 to Albert Vernon "Vern" Kinner (d. 2015)). Holland studied physics at the Massachusetts Institute of Technology and received a B.S. degree in 1950. He then studied Ma ...
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Ray Solomonoff
Ray Solomonoff (July 25, 1926 – December 7, 2009) was the inventor of algorithmic probability, his General Theory of Inductive Inference (also known as Universal Inductive Inference),Samuel Rathmanner and Marcus Hutter. A philosophical treatise of universal induction. Entropy, 13(6):1076–1136, 2011. and was a founder of algorithmic information theory. He was an originator of the branch of artificial intelligence based on machine learning, prediction and probability. He circulated the first report on non-semantic machine learning in 1956."An Inductive Inference Machine", Dartmouth College, N.H., version of Aug. 14, 1956(pdf scanned copy of the original)/ref> Solomonoff first described algorithmic probability in 1960, publishing the theorem that launched Kolmogorov complexity and algorithmic information theory. He first described these results at a conference at Caltech in 1960, and in a report, Feb. 1960, "A Preliminary Report on a General Theory of Inductive Inference." He clar ...
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Donald MacCrimmon MacKay
Donald MacCrimmon MacKay (9 August 1922 – 6 February 1987) was a British physicist, and professor at the Department of Communication and Neuroscience at Keele University in Staffordshire, England, known for his contributions to information theory and the theory of brain organisation. Education MacKay was educated at Wick High School and St Andrews University, and gained a PhD at King's College London. In the late 1940s MacKay was among the first members of the Ratio Club. Personal life Married to Valerie Wood, they had five children. His oldest son is Robert Sinclair MacKay, a professor of mathematics at the University of Warwick; his youngest son was David J. C. MacKay, a professor of physics at the University of Cambridge. He died within a year of giving the 1986 Gifford Lectures at the University of Glasgow. MacKay was a Christian. Quotes In our age, when people look for explanations, the tendency more and more is to conceive of any and every situation that we are tryi ...
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Julian Bigelow
Julian Bigelow (March 19, 1913 – February 17, 2003) was a pioneering American computer engineer. Life Bigelow was born in 1913 in Nutley, New Jersey. He obtained a master's degree at the Massachusetts Institute of Technology, studying electrical engineering and mathematics. During World War II, he assisted Norbert Wiener in his research on automated fire control for anti-aircraft guns, leading to the development of the so-called Wiener filter. Bigelow coauthored (with Wiener and Arturo Rosenblueth) one of the founding papers on cybernetics and modern teleology, "Behavior, Purpose and Teleology" (1943), which was published in ''Philosophy of Science''. This paper mulled over the way mechanical, biological, and electronic systems could communicate and interact. This paper instigated the formation of the Teleological Society and later the Macy conferences. Bigelow was an active member of both organizations. He was a visiting scholar for many years at the Institute for Advanced S ...
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