COGNITIVE SCIENCE: It's History and the People Involved
Kaneshia L. Agnew
Last Modified: 2/10/99
- Questions:
- What is cognitive science?
- Where did it originate?
- Who were some of its earliest philosophers?
- What other types of people are involved in this particular
field?
HISTORY
Cognitive Science
- Definition
- Cognitive science is the interdisciplinary study of mind
and intelligence, embracing philosophy, psychology, artificial
intelligence, neuroscience, linguistics, and anthropology.
- It is a relatively new field at the forefront of the
information technology explosion.
- Origins
- It began in the mid-1950s when researchers in several
fields began to develop theories of the mind based on
representations and procedures but attempts to understand the
mind go back over 2000 years.
- Earliest Philosophers
- Confucius, Aristotle, and Plato were three of the earliest
philosophers who attemtpted to explain the nature of human
knowledge.
- Modern Cognitive Scientists
- Starting after World War II researchers from a variety of
disciplines began to explore areas which later came to be
called cognitive science. An interest in the experimental study
of cognition itself differentiates these workers from
philosophy. A common interest in mechanics and understanding of
cognition unites their host disciplines.
- From mathematics and computer science:
- John von Neumann
- Mathematician, invented Eniac: first computer
- Alan Turing
- Mathematician who developed the first operational
computer, named Robinson, to break codes used by yhe
German government in WWII.
- Developed a theory comparing the human brain to a
machine
- Created the Turing test to determine if a machine
could really think.
- Claude Shannon
- Pioneer of communication theory
- Published a seminal paper in 1948
- Douglas Hofstadter
- Pulitzer Prize1980.
- Main focus of research is on emergent models of
high-level perception, analogical thought, and
creativity.
- Terry Winograd
- Focus is on developing the theoretical background and
conceptual models for designing human-computer
interaction.
- Founder of Action Technologies, a developer of
workflow software.
- Norbert Wiener
- Founder of Cybernetics
- Purposeful Machines
- Servomechanisms
- From artificial intelligence
- John McCarthy
- A pioneer in artificial intelligence.
- Invented LISP, the preeminent AI programming
language.
- Roger Schank
- Artifical Intellegence
- Deals with the value of learning from experts,
developing skills rather than perfecting routines, and
applying the benefits of "just-in-time" training.
- Marvin Minsky
- Made many contributions to AI, cognitive psychology,
mathematics, computational linguistics, robotics, and
optics.
- Built the SNARC, the first neural network simulator.
- Other inventions include mechanical hands and other
robotic devices,the confocal scanning microscope,
the"Muse" synthesizer for musical variations (with E.
Fredkin), and the first LOGO "turtle" (with S. Papert).
- Seymour Papert
- Mathemetician and one of the early pioneers of
Artificial Intelligence.
- Founded the Artificial Intelligence Laboratory at MIT
with Marvin Minsky
- From psychology
- Herbert Simon
- Nobel Prize in Economics in 1978 for his work in
bounded rationality.
- One of the founding fathers of modern research in
artificial intelligence.
- Allen Newell
- Simon's late long-time collaborator
- SOAR
- Donald Norman
- Vice President of Apple Computer's Advanced
Technological Group.
- A recognized authority on human interface and design.
Wrote The Design of Everyday Things.
- One of the founders of the Cognitive Science Society.
- Karl Lashley
- "Brain mechanisms and intelligence."
- A prominent physiological psychologist.
- One of the forefathers of contemporary cognitive
neuropsychology.
- His goal was to determine where in the brain memories
are stored.
- He theorized that physical memory traces (engrams)
must be made in the brain when learning occurs.
- From linguistics
- Noam Chomsky
- Professor of linguistics at MIT.
- Changed the focus of language from a concern with
methods of classification to a search for explanatory
principles.
- From philosophy
- Daniel Dennett
- Developed the method of "heterophenomenology", a
procedure in which a person is asked about their
experiences, and these accounts are passed through a
third party who collates and organizes them.
- His major work, Consciousness Explained,
posits a theory that consciousness is an abstraction
built from a linear narrative of one's life, based on a
functionalist view of cognitive science
- Hubert Dreyfus
- Phenomenology of Perception
- What Computers Can't Do
- What Computers Still Can't Do
- John Searle
- Works mostly in the philosophy of language, and the
philosophy of mind.
- The Rediscovery of the Mind
- The Chinese Room thought experiment
- From biology
- David Marr
- Expert on the human visual system
- Extensive research in the area of computational
vision
- Valentino Braitenberg
- Vehicles: Experiments in Synthetic Psychology
- Describes simple hypothetical vehicles, with
simple sensors and actuators, and describes how they
behave.
PEOPLE
Authors, Philosophers, and Psychologists
- Alan Turing
- Douglas
Hofstadter
- Terry Winograd
- Phenomenological Foundations of Cognition, Language, and
Computation
- Bio & Bibliography
- Roger Schank
- Activity Theory
- A holistic view of learning based on the idea that human
learning if mediated through practical activity, whichi in
turn is mediated by cultural signs.
- Biography
- Lev Vygotsky
- Activity Theory
- Vygotsky Profile (Tadeusz Zawidzki)
- Social Development Theory
- Ratner Prologue to Vygotsky's Collected Works, Volume 5
- Studies on the History of Behavior (book
announcement)
- Hanover College
- Review and Analysis of Vygotsky's Thought and
Language
- Vygotsky's Sociocultural Theory
- Stevan Harnad
- Computationalism versus Connectionism
- Interactive Cognition
- Various papers by Harnad
- Theory on Metaphor
- Karl Lashley
- Neural Basis of Learning
- Contribution to study of memory
- Noam Chomsky
- Various Publications
- Contributions
- Chomsky's archive
- Daniel Dennett
- David Marr
- Vision as Information Processing
- Computer and Human Vision
- Pre-history
of Cognitive Science
SUGGESTED URLs
- Cognitive
Science Dictionary--index, basic, short, links
- Celebrities
in Cognitive Science--index, basic, medium, links
- Page has biographic information on researchers in cognitive
science. People linked are: Phil Agre, Jay David Bolter,
Vannevar Bush, John Carroll, Noam Chomsky, William Clancey,
Edward deBono, Hubert Dreyfus, Stevan Harnad, Douglas
Hofstadter, Kevin Kelly, George Landow, Brenda Laurel, Marvin
Minsky, Donald Norman, Seymore Papert, Howard Rheingold, Roger
Schank, John Searle, Herbert Simon, Sherry Turkle, Terry
Winograd, Etienne Wenger, and Lev Vygotsky. The page also links
to six similar sites.
http://www.cudenver.edu/~mryder/itc_data/cogsci.html
- Claude
Shannon--index, basic, short, links, graphics
- Page from AT&T contains a short biography of Claude
Shannon whose 1948 paper on information theory serves as basis
for much of modern psychology and cognitive science. The full
text of that paper is available as a link from the page.
http://www.att.com/attlabs/archive/shannon.html
- Norbert Wiener
- Norbert Wiener: A Memoir--text, basic, medium, links
--text, interm., medium, links
- What is an Artificial Neural Network?--tutorial,
interm., short, links, graphics
- Describes how a single processing unit in a neural
network operates.
http://web.psych.ualberta.ca/~mike/ann.html (needs new link)
- Cybernetics: A Definition--text, interm., medium, links,
graphics
- Cybernetics--text, basic, short, links, graphics
- John
von Neumann--index, interm., short, links, graphics
- Simple page that contains several links to biographical
information on John von Neumann and to some of his original
papers. Neumann was instrumental in developing the modern
computer.
http://nano.xerox.com/nanotech/vonNeumann.html
- Computers:
From the Past to the Present--tutorial, interm., medium,
links, graphics
- David
Marr--tutorial, basic, short, links
- Pantheon
of Famous Philosophers--interactive, adv., long, links,
graphics