ELEC/BIOE 548 | ELEC 483
Fall 2022
Episode 2: Brains & Behavior
Introduction. Class & brains
Fundamental neurobiology. How do neurons fire? How/what do we record?
Modeling spike trains. First bit of analysis work and understanding firing properties of neurons.
Classification. Making machines learn. Which direction is a monkey trying to reach? Bayesian decoding.
Point processes. Continued modeling work of neurons.
Clustering/Mixture models. Making machines learn some more. Spike sorting.
Continuous decoding. Kalman filters. Machines continue to learn.
Spectral analysis? LFP interpretation in spectral domain. But also kinda in clustering.
Introduction to Neuroscience
Ch 1: The brain and behavior - TODAY!
Ch 2: Nerve cells and behavior
How are neural signals generated?
Ch 7: Membrane potential
Ch 9: Propagated Signaling: the action potential
How do neurons communicate with each other?
Ch 10: Overview of synaptic transmission
Ch12: Synaptic integration
Gall (1800-ish)
rodentphrenologist@rice.edu
"Cellular connectionism"
"Aggregate field"
This went on even into the 1960s!
Broca's Area (1861)
(cival war in the US)
Wernicke's area (1874)
(Jim Crow laws begin to pass in the US)
Broca's Area (1861)
Wernicke's area (1874)
CNS is bilateral and symmetrical.
CNS has 7 major parts:
1) skin, joints, muscles of limbs / trunk
2) breathing, heart rate
3) movement: (also 4-7)
4) learning motor skills
5) sensory, motor (eye movements, visual/auditory reflexes)
6) info/autonomic gate keeper
7) higher brain funvtions: sensory, motor, memory, emotionÂ
Also there’s the “peripheral nervous system” & gut!
Anterior (front)Â Â Â Posterior (back)
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Stroop effect
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http://faculty.washington.edu/chudler/java/ready.html