Study Topics for the CS 564 Final, December 2000
Feedback
Systems concepts [TMB 3.1]
Feedback and the spinal cord [TMB 3.2]
Adaptive networks
Hebbian learning, Perceptrons; Landmark learning [TMB
3.4] [NSLbook]
Gradient descent and backpropagation [TMB 8.2]
Reinforcement learning and motor control; [NSLJ] Conditional motor
learning
Competition and cooperation in neural nets
Self-organizing feature maps; [NSLJ] Kohonen maps
Visuomotor Coordination
Control of eye movements [TMB 6.2]
Control of eye movements - Dominey [NSLbook]
The FARS model of control of reaching and grasping
Extending the FARS model to mirror neurons and language
Memory and Consciousness [TMB 8.3]
Vision:
Visual Preprocessing [TMB 3.3]
Stereoscopic vision [TMB 7.1]
Motion perception and optic flow [TMB 7.2]
Higher level vision 2: visual attention