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Backpropagation in Recurrent Neural Networks (RNNs)

NPTEL-NOC IITM via YouTube

Overview

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Learn about the backpropagation algorithm specifically applied to Recurrent Neural Networks (RNNs) in this 18-minute educational video. Explore the mathematical foundations and computational techniques for training RNNs through backpropagation, understanding how gradients flow through time steps in these sequential models. Master the key concepts that enable effective training of RNN architectures for sequence modeling tasks.

Syllabus

Backpropagation in RNNs

Taught by

NPTEL-NOC IITM

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