Course Overview
Introduction
Issue 1: What is Controlled?
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Striated muscles (n=640)
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Tendons
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Bones
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Joints
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Soft tissue
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+ Smooth muscles
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+ Glands
Distinction Between Voluntary and Involuntary Movements:
External:
Issue 2: Cues Used by the Nervous System
External:
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Visual
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Auditory
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Touch/Pressure
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Pain
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Gravity
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Receptors
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Olfactory
Internal:
Issue 3: Cues Used by the Nervous System to Control Movements
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Sensorimotor, mnemonic, and cognitive
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Example of the language system
Issue 4: Levels of Analysis
Level I:
Language System:
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Working
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Memory
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Comprehension
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Serial model of motor control
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Computations required by serial model of motor control
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Feed-forward / feedback control
Issue 5: What is Computed and How?
Serial Model of Motor Control:
Kinematics:
Dynamics:
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Patterns of forces associated with the movements – joint torques.
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Assume you visually specify object position with respect to the body. To reach it, is then necessary to compute:
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Inverse kinematics: Compute the joint angle to get the finger to the target.
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Inverse dynamics: Given desired target position and kinematics, compute the forces needed to get the arm there.
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Computations required by serial model of motor control
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Feed-forward / feedback control
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E.g. touch X
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Eye in head
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Head on trunk
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Arm on trunk
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Arm joints / hand
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Egocentric
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Center scan
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Retinotopic
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Object centered?
Issue 6: Spatial Coordinate Frames Used for Sensorimotor Control
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Cerebral cortex
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Basal ganglia
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Cerebellum
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Brainstem
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Spinal cord
Issue 7: What Brain Regions are Involved in Motor Control?
Issue 8: What Techniques are Used to Study Motor Control?
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Degrees of freedom problem
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Serial order of behavior
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Sensory / perceptual motor transform
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Motor equivalence
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Motor learning and plasticity
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Higher order control: cognition, motivation
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Computational models
Issue 9: Challenges for the Field
Degrees of Freedom Problem:
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1DF
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DF
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DF 3DF at wrist
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2DF
Degrees of Freedom Problem:
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Plan ahead
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Minimize jerk (da/dt)
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Built-in synchronies (e.g. “associated movements”)
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“Too complicated so can’t be done so we don’t do it” (Alexander + Crutcher)
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End point calculations vs. trajectory calculations
Possible Solutions to the Degrees of Freedom Problem:
Examples of Serial Order of Behavior:
Co-articulation
Sample Lecture Outline for Lecture 5: Motor Cortex
Primary Motor Cortex
Role of the Pyramidal Track
What is Coded by M1 Neurons?
- Breakthrough with experimental protocol introduced by Edward Everets (1960's)
- M1 neurons code for load - early story
- M1 neurons have a population code for direction of movement (Georgopoulos experiments)
- Population vectors
M1 Map/Representation is Highly Plastic.
What M1 Neurons Respond to is not Simply Related to Corresponding Muscle EMG Activity.
The Hypothesis that Different Motor Cortical Areas Specialize in Different Aspects of Movement.
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"Simple" movements
- Sequential movements
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Imagined movements