Elegant Geometry of Neural Computations - Understanding Phase Portraits and Bifurcations

Elegant Geometry of Neural Computations - Understanding Phase Portraits and Bifurcations

Artem Kirsanov via YouTube Direct link

Introduction

1 of 12

1 of 12

Introduction

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Classroom Contents

Elegant Geometry of Neural Computations - Understanding Phase Portraits and Bifurcations

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  1. 1 Introduction
  2. 2 Review of Hodgkin-Huxley equations
  3. 3 Deriving a 2-variable model
  4. 4 Phase Plane concepts
  5. 5 Excitability
  6. 6 Bistability and hysterisis
  7. 7 Saddle-Node Bifurcations
  8. 8 Andronov-Hopf Bifurcations
  9. 9 Integrators vs Resonators
  10. 10 Putting all together
  11. 11 Brilliant.org
  12. 12 Outro

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