Biologically Inspired computing [email protected] Info rm atics luis rocha 2007...
3
biologica lly Inspired computing [email protected] http://informatics.indiana.edu/ rocha/i-bic INDIANA U N IV ERSITY Info Info rm rm ati ati cs cs luis luis rocha rocha 2007 2007 biologically-inspired computing Instructor Prof. Luis M. Rocha Office Hours: Wednesdays: 10am – 12pm, Eigenmann Hall, Room #905 Resources Web page http://informatics.indiana.edu/rocha/ i-bic Blog: Life Inspired http://life-inspired.blogspot.com/ Oncourse.iu.edu fall 2007
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Transcript of Biologically Inspired computing [email protected] Info rm atics luis rocha 2007...
biologicallyInspired
computing
[email protected]://informatics.indiana.edu/rocha/i-bic
INDIANAUNIVERSITY
InfoInformrmatics atics luis rochaluis rocha 2007 2007
biologically-inspired computing
Instructor Prof. Luis M. Rocha
Office Hours: Wednesdays: 10am – 12pm, Eigenmann Hall, Room #905
Resources Web page
http://informatics.indiana.edu/rocha/i-bic Blog: Life Inspired
http://life-inspired.blogspot.com/ Oncourse.iu.edu
fall 2007
biologicallyInspired
computing
[email protected]://informatics.indiana.edu/rocha/i-bic
INDIANAUNIVERSITY
InfoInformrmatics atics luis rochaluis rocha 2007 2007
biologically-inspired computing
Overview Bio-inspired computing is a field devoted to tackling
complex problems using computational methods modeled after design principles encountered in nature. The goal is to produce informatics tools with enhanced robustness, scalability, flexibility and which can interface more effectively with humans. It is a multi-disciplinary field strongly based on Biology, Computer Science, Informatics, Cognitive Science, and robotics. In this course we study bio-inspired algorithms in security, information retrieval, computational intelligence, robotics, modeling and simulation, machine learning, and biology itself.
Aims Students will be introduced to fundamental topics in bio-
inspired computing, and build up their proficiency in the application of various algorithms to real-world problems.
biologicallyInspired
computing
[email protected]://informatics.indiana.edu/rocha/i-bic
INDIANAUNIVERSITY
InfoInformrmatics atics luis rochaluis rocha 2007 2007
Biologically-inspired computing
What is Life? (3 Lectures) What is Computation? (1 Lecture) Imitation of Life (3 Lectures) Artificial Life and Complex Systems (6 Lectures) Evolutionary Algorithms (4 Lectures) Learning (2 Lectures) Collective Behavior (4 Lectures) Computer Immune Systems (3 Lectures) Discussion Topics
Evolutionary robots, embodied cognition, Inferring Bio-Networks, Whole organism modeling, Biomolecular Self-Assembly, DNA Computation, Quantum Computation
syllabus
