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Introduction to Neural Networks >> Content Detail


Table of Contents



Assignments



Assignments

Special softwares are required to use some of the files in this section: .mat, and .m.



Late Submission Policy


Any homework submitted after class on the due date will be subject to a 20-point deduction per 24 hour period. Extensions should be requested at least 3 days in advance and will only be granted for exceptional reasons (e.g., conference submission).


ASSIGNMENTSSUPPORTING FILES
Problem Set 1: Integrate-and-Fire Neurons (PDF)
Problem Set 2: Perceptrons and Linear Networks (PDF)
Problem Set 3: Nonlinear Networks (PDF)
Problem Set 4: Lyapunov Functions (PDF)
Problem Set 5: Nonlinear Network Theory Again (PDF)
Problem Set 6: Deconvolution and Antisymmetric Networks (PDF)telescope.mat (MAT)
Problem Set 7: Models of Associative Memory (PDF)
Problem Set 8: PCA, k-means, and Ring Network (PDF)faces.mat (MAT)

kmeans.mat (MAT)
Problem Set 9: Delta Rule and Gradient Descent (PDF)ps9faces.mat (MAT)

perceptron_delta.m (M)

mnistabridged.mat (MAT)
Problem Set 10: Backpropagation, and Trajectory Learning (PDF)ps9faces.mat (MAT)

mnistabridged.mat (MAT)

 








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