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Cognitive Science:
What Is It, and How Can I Study It at RPI?
What is Cognitive Science?
Cognitive Science:Aspects of Cognition
• Cognitive science is the science of cognition, which includes such things as:– perception– action– learning– memory– attention– reasoning– decision-making – language use
Cognitive Science:Kinds of Minds
• Cognitive Science can be seen as the study of mind, but these minds can be:– human minds– animal minds– computer minds– robot minds– alien minds – group minds– or whatever minds
Cognitive Science:Fields of Study
• Cognitive science is an inherently interdisciplinary study; it is informed by, and has applications in:– philosophy– psychology– computer science– neuroscience– linguistics– anthropology– biology– education– mathematics– robotics
Cognitive Science as one of the ‘Basic’ Sciences
• At some point in the future, cognitive science will be regarded as one of the ‘basic’ sciences, in line with physics, chemistry, and biology.
• Indeed, I believe that cognitive technology is going to be the next ‘revolution’ in technology.
• We will have Cogno-Engineering (autonomous intelligent machines, brain interfaces) …
• and Cogno-Ethics!
What can I do with Cognitive Science?
• Cognitive Science (and Cognitive Technology) can be used to analyze, describe, predict, correct, augment, and create minds. Some specific applications:– Cognitive Modeling – Human Computer Interaction– Artificial Intelligence– Cognitive Robotics– Cognitive Engineering
Cognitive Modeling
• Cognitive Models can analyze cognitive behavior at small time-scales, thus e.g. predict the effects of texting while driving
Human-Computer Interaction
• Cognitive Science could lead to more effective and efficient Human-Computer Interaction.
Artificial Intelligence
Facial Recognition Technology
• Imagine arriving at a hotel to be greeted by name, because a computer has analyzed your appearance at the front door. …”Your phone … can tell you the name of that person at the party whose name you always forget … or it will tell the stalker in the bar the address where you live”
-Yesterday’s Poly
Cognitive Robotics
Create: the Roomba that doesn’t suck!
Robocup
Can we make the Curiosity rover more autonomous by giving it Intelligence?
Cognitive Engineering
• Cognitive Ergonomics• Cognitive Mediation• Cognitive Prosthetics• Cognitive Augmentation• Cognitive Computing
Cognitive Ergonomics
• Cognitive ergonomically designed tools should ‘fit’ our abilities to take in and process information, and act on it.
‘Smart Cockpit’ (really?)
Cognitive Mediation
Better interfacing with Tom Cruise!
Taking this a step further …
Craig Mundie, Microsoft Chief Research and Strategy Officer:“Today, we find ourselves embarking on one of the biggest transformations in computing ever, where the computer shifts from being a tool to being a helper”
Cognitive ProstheticsUsing EEG’s (brain waves measured at scalp), patients that can’t move their armslearn to control a cursor on a screen- Wadsworth Research Lab, Albany, NY
Former blind, Jens Naumanncan now see good enough to‘drive slowly around in a parking lot’thanks to a brain vision implant
Seeing with Sound See with tongue
Sensory Substitution
Even further …
Cognitive Augmentation
Australian Art-Performer Stelarc has a third arm which he can control using his abdominal muscles
???
How can I Study Cognitive Science at RPI?
Cognitive Science at RPI
• In 1991-1992, the Philosophy Department merged with the Psychology Department to form the Department of Philosophy, Psychology, and Cognitive Science.
• In 2003, this became the Department of Cognitive Science, one of only about 15 dedicated Departments of Cognitive Science in the world
• In 2004, we created a PhD program in Cognitive Science• In the Spring of 2010, the B.S. undergraduate program in Cognitive
Science was approved• About 20 faculty• Relevant Laboratories / Research Groups:
– CogWorks Lab (Cognitive Modeling)– RAIR Lab (Artificial Intelligence and Reasoning)– PandA Lab (Perception and Action, Virtual Reality)– Human-Level Intelligence Lab– Cognitive Architecture Lab– Cognitive Robotics Lab– Sim Lab (Synthetic Characters)
Majors, Minors, and Concentrations
• Majors:– COGS– PSYC– PHIL– When you dual major with COGS, PHIL, or PSYC, required
courses can count towards H&SS requirement• Minors:
– Minor in COGS: 4 relevant courses, including Introduction to Cognitive Science. Minds and Machines counts as 1 of the 4.
– ‘Cognition’ minor in PSYC– ‘Logic, Computation, and Mind’ minor in PHIL
• Concentrations:– IT has Cognitive Science concentration– GSAS has Cognitive Science concentration
Core Curriculum for BS in Cognitive Science
• Minds and Machines• Introduction to Cognitive Science• Introduction to Logic• Experimental Methods and Statistics• Cognitive Psychology• Cognitive Neuroscience• Introduction to Artificial Intelligence• Cognitive Modeling• Sensation and Perception • Knowledge and Rationality• Undergraduate Thesis
What Can I do With a Cognitive Science BS?
• Rich Skill Set:– Programming/Modeling– Empirical Data Collection and Evaluation– Complex Systems Analysis– Critical Thinking– Communication
• Careers (industry, academics) in Computer Science (AI), Engineering (Robotics, Biomed), Psychology (Cognitive Modeling, Human Factors), Philosophy (Cogno-Ethics), IT (HCI), Decision Sciences, Economics, Anthropology, Social Sciences, Education, Law, etc.
Possible Dual Majors
• COGS / CSCI• COGS / MATH• COGS / GSAS
I am interested in the B.S. in Cognitive Science. What should I do?
• Contact the Director Of Undergraduate Studies In Cognitive Science:– Bram van Heuveln– [email protected]
I am interested in Cognitive Science, but don’t want to do a whole B.S.
• OK, you can still:– Declare a minor– Come to the Issues in Cognitive Science lecture
series (every Wednesday from 12 to 1:30) during which guest speakers, faculty, and students share their latest ideas
– Join the Minds & Machines Program– Join and get actively involved in any of our
other research labs and research groups• In all cases, contact the Director:
– Bram van Heuveln, [email protected]
Minds & Machines Program in Cognitive Technology
• The Minds & Machines Program provides opportunities for students to work in the fields of:– Artificial Intelligence– Cognitive Robotics– Synthetic Characters
• Do independent, or student-led projects and research in AI Lab and/or Cognitive Robotics Lab.
• Interested? Contact Bram: [email protected]