Pre-start
Is this bag--->
anyone's??
It was left in
here after
class on
Tuesday!
Announcements
- I'm trying to rush things when we're still on track based on the schedule I'm following.
- I'll go through intuition (and some of the derivation time permitting) for GHK, however, there is a video available for both intuition and derivation on Canvas, Piazza, course website, and here on these slides!
Neural Signal Processing & Machine Learning
ELEC/BIOE 548 | ELEC 483
Fall 2022
Episode 4: Cellular Neuroanatomy Pt. 3
GHK & Action Potentials!
1
Introduction. Class & brains
2
Fundamental neurobiology. How do neurons fire? How/what do we record?
3
Modeling spike trains. First bit of analysis work and understanding firing properties of neurons.
5
Classification. Making machines learn. Which direction is a monkey trying to reach? Bayesian decoding.
4
Point processes. Continued modeling work of neurons.
6
Clustering/Mixture models. Making machines learn some more. Spike sorting.
Bi-weekly Schedule
7
Continuous decoding. Kalman filters. Machines continue to learn.
8
Spectral analysis? LFP interpretation in spectral domain. But also kinda in clustering.
Neuroscience!
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Introduction to Neuroscience
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Ch 1: The brain and behavior
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Ch 2: Nerve cells and behavior
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How are neural signals generated?
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Ch 7: Membrane potential - Finish
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Ch 9: Propagated Signaling: the action potential - Today
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How do neurons communicate with each other? - Tues
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Ch 10: Overview of synaptic transmission
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Ch12: Synaptic integration
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ELEC548 Lec5
By Shayok Dutta
