Course Overview Introduction
Issue 1: What is Controlled?
Striated muscles (n=640)
Tendons
Bones
Joints
Soft tissue
+ Smooth muscles
+ Glands
Distinction Between Voluntary and Involuntary Movements:
External:
Issue 2: Cues Used by the Nervous System
External:
Visual
Auditory
Touch/Pressure
Pain
Gravity
Receptors
Olfactory
Internal:
Issue 3: Cues Used by the Nervous System to Control Movements
Sensorimotor, mnemonic, and cognitive
Example of the language system
Issue 4: Levels of Analysis
Level I:
Language System:
Working
Memory
Comprehension
Serial model of motor control
Computations required by serial model of motor control
Feed-forward / feedback control
Issue 5: What is Computed and How?
Serial Model of Motor Control:
Kinematics:
Dynamics:
Patterns of forces associated with the movements – joint torques.
Assume you visually specify object position with respect to the body. To reach it, is then necessary to compute:
Inverse kinematics: Compute the joint angle to get the finger to the target.
Inverse dynamics: Given desired target position and kinematics, compute the forces needed to get the arm there.
Computations required by serial model of motor control
Feed-forward / feedback control
E.g. touch X
Eye in head
Head on trunk
Arm on trunk
Arm joints / hand
Egocentric
Center scan
Retinotopic
Object centered?
Issue 6: Spatial Coordinate Frames Used for Sensorimotor Control
Cerebral cortex
Basal ganglia
Cerebellum
Brainstem
Spinal cord
Issue 7: What Brain Regions are Involved in Motor Control?
Issue 8: What Techniques are Used to Study Motor Control?
Degrees of freedom problem
Serial order of behavior
Sensory / perceptual motor transform
Motor equivalence
Motor learning and plasticity
Higher order control: cognition, motivation
Computational models
Issue 9: Challenges for the Field
Degrees of Freedom Problem:
Degrees of Freedom Problem:
Plan ahead
Minimize jerk (da/dt)
Built-in synchronies (e.g. “associated movements”)
“Too complicated so can’t be done so we don’t do it” (Alexander + Crutcher)
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.
"Simple" movements
- Sequential movements
Imagined movements