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Computer Architectures and Applications in the Era of Bio-inspired Computing

Bio­-inspired computing represents an innovative research area which covers a range of design principles for computer hardware structures and architectures, as well as software algorithms.

These design principles are often derived and abstracted from biological phenomena or biological systems, which exhibit cha­racteristics such as energy efficiency, fault tolerance, adaptivity, the ability to learn and self-­organization. Many of these properties are highly desirable for modern computing systems and ap­ plications such as machine learning, autonomous cars with connected dri­ving, self­-organizing sensor net­works or applications in the context of automatization and Industrie 4.0.

This seminar approaches bio-inspired computing at different levels and covers some of the most important challenges in the context of:

  • Architecture and hardware design

  • Technology and hardware implementation

  • New algorithms in hardware and software

  • Fault tolerance and dependability

 

The first session will take place on April 10th, 2017 at 9:45, Building Universitätsstraße 38, Room 0.108

 

 

Preliminary schedule (updated 19.06.2017):

Our first student talks will take place on 12.06.2017

Date

Room

Topic

10.04.2017
09:45-11:15

0.108

Introduction, topic overview and assignment
Presenter: Claus Braun

24.04.2017
09:45-11:15

0.108

Session 0: Introduction to Bio-inspired Computing
Presenter: Claus Braun

-

0.108

Session 1: Bio-inspired Approximate Computing

Topic 1: "Bio-inspired Approximate Computing Circuits"
Presenter: –

Topic 2: "Bio-inspired Approximate Computing"
Presenter: –

12.06.2017
09:45-11:15

0.108

Session 2: Evolvable and Polymorphic Hardware

Topic 3: "Evolvable Hardware Systems"
Presenter: –

Topic 4: "Polymorphic Components and Circuits"
Presenter: –

19.06.2017
09:45-11:15

0.108

Session 3: Invasive Computing

Topic 5: "Invasive Computing Programming Paradigm"
Presenter: –

Topic 6: "Invasive (multi-core and many-core architectures"

Presenter: –

10.07.2017
09:45-11:15

0.108

Session 4: Bio-inspired Scheduling and Load Balancing

Topic 8: "Bio-inspired NoC Routing and Load-balancing"
Presenter: –

17.07.2017
09:45-11:15

0.108

Session 5: Nature-inspired Organization

Topic 9: "Self-organizing robotic systems"
Presenter: –

Session 6: Bio-inspired Self-X

Topic 12: "Bio-inspired reconfigurable circuits/architectures"
Presenter: –

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