NTNU IME IDI

TDT22: Unconventional Machines: Design and Architecture.


Faglærer:

Lecturer:
Students:


Gunnar Tufte
Gunnar Tufte
List


  • Start-up: TBA at TBA in room TBA IT-building.
  • Classes: TBA. Please contact Gunnar Tufte if you would like to participate.
  • You also need to sign up for the course to make it one of your "theory modules".
  • The list of topics is preliminary. Topics chosen by the student will be added later.
  • Eksamen: oral exam (in december)

Description: Unconventional is here defined to be vast parallel machines that are not restricted to the Von Neumann stored program concept. The course will introduce topics connected to unconventional computer architectures, design and computation. Architectures considered are mainly vast parallel architectures in the form of sparsely connected networks. Bio-inspired (artificial development and evolution) is the design methodology topic in the course. Computation is considered on a more abstract level, including topics like emergent computation, general computation, self-.replication, complexity.

Keywords: Cellular computation, sparsely connected networks, cellular automata, state space, basin of attraction, boolean networks, emergent properties, complex systems, neural networks, bio-inspired systems, evolution, development, life universe and everything.

Structure: Lectures are orginized as discussions on selected scientific publications. The introductionary part of the course curriculum is fixed, while the students will expand the curriculum chosing additional scientific publications.

Date Reading material (from 2011 shown, 2012 TBA) Eks.rel.
 31/8  Start-up    
 7/9  The Emergence of Cellular Computing    
 14/9  Bacgrond on selected prinsiples:
The Science of Self-Organization and Adaptivity
The Dynamics of Complex Systems — Examples, Questions, Methods and Concepts
   
 28/9  Bio and hardware:
Computational Neurobiology Meets Semiconductor Engineering
Evolution in materio: Looking Beyond the Silicon Box
   
 5/10  Evolution
Explorations in Design Space: Unconventional electronics design through artificial evolution
   
 12/10  Reconfigurable computing
Reconfigurable Computing: A Survey of Systems and Software
   
 19/10  Artificial development I
Artificial Development
   
 2/11  Artificial development II
From Evo to EvoDevo: Mapping and Adaptation in Artificial Development
   
 2/11 Student papers selection. Please find an intresting paper and mail it to me.    
 9/11  Quantum computation. Only to give a brife intro, do not bother to much on details
Quantum computation and quantum information*
   
  Student papers are chosen by the Students (out of interest, relevant to project etc)    
   Some extra fun papers (only if you are intrested)
Logical Reversibility of Computation*
   
  Discussion about all the articles  


Editor:  Contact address:   Page updated: 19 08 2011