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Cognitive Science: What is it, and How can I study it at RPI?

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Presentation on theme: "Cognitive Science: What is it, and How can I study it at RPI?"— Presentation transcript:

1 Cognitive Science: What is it, and How can I study it at RPI?

2 What is Cognitive Science?

3 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

4 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

5 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

6 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!

7 What can I do with Cognitive Science? Cognitive Science can be used to analyze, describe, predict, or even correct, augment, if not create minds. Some specific applications are: –Cognitive Modeling –Human Computer Interaction –Artificial Intelligence –Cognitive Robotics –Cognitive Engineering

8 Cognitive Modeling Cognitive Models can analyze cognitive behavior at small time- scales, thus e.g. predict the effects of texting while driving

9 Human-Computer Interaction Cognitive Science could lead to more effective and efficient Human-Computer Interaction.

10 Artificial Intelligence

11 Cognitive Robotics Create: the Roomba that doesn’t suck! Robocup Hand-Eye system in RPI’s Cognitive Robotics Lab

12 Cognitive Engineering Cognitive Ergonomics Cognitive Mediation Cognitive Prosthetics Cognitive Augmentation Cognitive Computing

13 Cognitive Ergonomics Cognitive ergonomically designed tools should ‘fit’ our abilities to take in and process information, and act on it. ‘Smart Cockpit’ (really?)

14 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”

15 Cognitive Prosthetics Using EEG’s (brain waves measured at scalp), patients that can’t move their arms learn to control a cursor on a screen - Wadsworth Research Lab, Albany, NY Former blind, Jens Naumann can now see good enough to ‘drive slowly around in a parking lot’ thanks to a brain vision implant Seeing with SoundSee with tongue Sensory Substitution Even further …

16 Cognitive Augmentation Australian Art-Performer Stelarc has a third arm which he can control using his abdominal muscles

17 Cognitive Computing August 18, 2011 I.B.M. Announces Brainy Computer Chip The cognitive chips are massively parallel microprocessors … [with] a fundamentally different design. The … semiconductor core has 256 neuronlike nodes, and is linked to 262,144 synapselike memory modules. “This is a critical shift away from today’s Von Neumann computing,” said Dharmendra Modha, an I.B.M. researcher who is the project leader. He is referring to the design and step-by-step sequential methods used in current computers. The new design, Mr. Modha said, should lead to chips suited for tasks that are difficult for computers like pattern recognition. They can learn on their own. “We aren’t there yet, but before long these chips will be able to rewire themselves on the fly”

18 ???

19 How can I Study Cognitive Science at RPI?

20 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

21 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 –‘Cognition’ minor in PSYC –‘Logic, Computation, and Mind’ minor in PHIL Concentrations: –IT has Cognitive Science concentration –GSAS has Cognitive Science concentration

22 Core Curriculum for BS in Cognitive Science Minds and Machines Introduction to Cognitive Science Introduction to Logic Experimental Methods and Statistics Cognitive Psychology Behavioral Neuroscience Introduction to Artificial Intelligence Cognitive Modeling / Programming for AI and Cog Sci Sensation and Perception / Structure of Language Phil of AI / Knowl., Bel., and Cogn. / Metaphys. & Csns Undergraduate Thesis

23 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.

24 Possible Dual Majors COGS / CSCI COGS / MATH COGS / GSAS COGS / PSYC COGS / PHIL

25 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 –heuveb@rpi.edu

26 I am interested in Cognitive Science, but don’t want to do a whole B.S. Declare a minor Come to Issues in Cognitive Science lecture series (every Wednesday from 12 to 1:30) during which guest speakers, faculty, and students share their latest ideasIssues in Cognitive Science Join the Minds & Machines Program Get actively involved in any of our other research labs and groups In all cases, contact the Director: –Bram van Heuveln, heuveb@rpi.edu

27 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: heuveb@rpi.edu


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