Cognitive Systems List of Topics

From CogSys

Cognitive Systems (Non-Exhaustive) List of Topics

Please feel free to modify this list of topics, build on it, argue over it, and develop it collaborately into a useful shared resource. You need to create an account to be able to modify the list. If you have any questions please contact Veronica Sundstedt (Cognitive Systems Outreach Officer).

• Computer science topics
  • Computer vision
  • High-level vision
• Artificial intelligence topics
  • Algorithms
  • Knowledge representation
  • Machine learning
    • Artificial neural networks
    • Evolutionary algorithms - including
      • Genetic algorithms
      • Genetic programming
    • Probabilistic and Bayesian methods
  • History of AI
• Psychology topics
  • Learning and memory
  • Perception
  • Language and communication
  • Decision-making
  • Emotion and motivation
  • Evolutionary psychology
• Neuroscience topics
  • Neuroatanomy
  • Neurochemistry
  • Affective neuroscience
  • Computational cognitive science
• Robotics topics
  • Sensing
    • Machine vision
    • Sonar / laser range
    • Audition
    • Touch, impact and somatosensory
  • Actuation
    • Manipulation
    • Control theory
    • Speech production and articulation
  • Architectures and action selection
  • Navigation
  • Collaboration / multi-robot systems / "space and time"
  • HRI
• Philosophy topics
  • Epistemology and philosophy of science
  • Rationality
  • Philosophy of mind
  • Logic and causality
• Linguistics topics
  • Computational linguistics
    • Statistical
    • Syntactic / parsing (CCG)
  • Cognitive linguistics
  • Transformational grammar
  • Acquisition of language
  • Evolution of language