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Course Info

Instructor:
  • Prof. Sebastian Seung
Course Number:
  • 9.641J
  • 8.594J
Departments:
  • Brain and Cognitive Sciences
  • Physics
As Taught In: Spring 2005
Level: Graduate

Topics

  • Science
    Biology
    Neuroscience
    Cognitive Science

Learning Resource Types

notes Lecture Notes
assignment Problem Sets
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Course Info
Introduction to Neural Networks
  • Syllabus

  • Calendar

  • Readings

  • Lecture Notes

  • Assignments

Resources

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Assignments

faces.mat

kmeans.mat

mnistabridged.mat

perceptron_delta.m

ps1.pdf

ps10.pdf

ps2.pdf

ps3.pdf

ps4.pdf

ps5.pdf

See all arrow_forward

Lecture Notes

lec1_appendix_e.pdf

lec12_hamilton.pdf

lec13_antisym.pdf

lec14_excinh.pdf

lec18_pca.pdf

lec18_vq.pdf

lec19_delta.pdf

lec20_backprop.pdf

lec20_pavlov.pdf

lec21_backprop2.pdf

See all arrow_forward

Course Info

Instructor:
  • Prof. Sebastian Seung
Course Number:
  • 9.641J
  • 8.594J
Departments:
  • Brain and Cognitive Sciences
  • Physics
As Taught In: Spring 2005
Level: Graduate

Topics

  • Science
    Biology
    Neuroscience
    Cognitive Science

Learning Resource Types

notes Lecture Notes
assignment Problem Sets
MIT Open Learning
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