Computational Intelligence
 

Web: http://oucsace.cs.ohiou.edu/~starzyk/index.html

 

Fall 2018

 

Class Web Page  

http://oucsace.cs.ohiou.edu/~starzyk/network/Class/ee690/Computational%20Intelligence%202013/index.htm

Professor             

email:                           

prof. dr hab. Janusz A. Starzyk,                            

starzykj@gmail.com

 

Text

 

Wiesław Galus and Janusz A. Starzyk, Świadomość? Ależ to bardzo proste! BEL Studio, Warszawa, 1, 2018. 372 pp.


References

 

I. Goodfellow, Y. Bengio, A. Courville, Deep Learning, The MIT Press (November 18, 2016).

 

F. Chollet, Deep Learning with Python, Manning Publications; 1 edition (December 22, 2017).

 

Joscha Bach, “Principles of Synthetic Intelligence”, Oxford University press, 2009.

 

Pentti Haikonen, “Consciousness and Robot Sentience”, World Scientific, 2012.

 

Pentti Haikonen, “The cognitive approach to conscious machines”, UK: Imprint Academic, 2003, 283 pp.

 

Pentti Haikonen, “Robot Brains – Circuits and Systems for Conscious Machines”, John Wiley & Sons, 2007.

 

Bernard J. Baars and Nicole M. Gage Cognition, Brain, and Consciousness, Academic Press, 2007.

 

Rolf Pfeifer, Josh Bongard, How the Body Shapes the Way We Think: A New View of Intelligence, The MIT Press (Bradford Books), 2007.

   

Many of the presentation slides are from the course by prof. O'Reilly, 

Computational Cognitive Neuroscience (Psych 4175/5175), Spring 2008.

 

Course outline

 

For details of the course material please see the schedule page at

http://oucsace.cs.ohiou.edu/~starzyk/network/Class/ee690/Computational%20Intelligence%202013/schedule.htm

 

Foundations of Embodied Intelligence

Autonomous Intelligent Systems

Cognitive System Architecture

Introduction to Cognitive Neuroscience

Information Processing by Brain

Neural Representation

Memory and Learning

Perception and Attention

Hearing and Speech

Motivation and Emotion

Language

Cognition 

Grading

Grades will be based on the following:

Research Papers Summary

Four pages summary of selected chapters from the text book in Word format. Grade from research paper summary will be 1/5 of the final grade from this lecture.

 

Technical Translation

 

Translate assigned chapter from the text book. Your translation must be accurate and clear without ambiguities. Submit your translation in Word format. Grade from the translation will be 1/5 of the final grade from this lecture.

 

Final Exam

Final exam will be a descriptive written test. Students may use a single page of handwritten help during this exam.  Exam questions will be worth 3/5 of the final grade.

Academic Conduct

Cheating on examinations, submitting work of other students as your own, or plagiarism in any form will result in penalties ranging from failing the assignment or exam to expulsion from the university, depending on the seriousness of the offense.  

Classroom Privacy

The lectures, classroom activities, and all materials associated with this class and developed by the instructor are copyrighted in the name of prof. Janusz Starzyk.  Recording of classroom activities by any electronic means, by students, other faculty,  university administrators, or others, requires permission of the instructor.  Under no circumstances may verbatim recording of copyrighted classroom lectures and materials by electronic or any other means (including note taking) be conducted for 1) sale, whether or not it is for educational benefit, or 2) for the educational benefit of those not enrolled in the class.  This does not apply to non-verbatim notes taken by students.