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Video

Fundamentals of Neural Networks - Forward Propagation in RNN

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Publisher: Curated Video
The forward propagation in an RNN makes a few assumptions: 1) We assume the hyperbolic tangent activation function for the hidden layer. 2) We assume that the output is discrete as if the RNN is used to predict words or characters. This... The forward propagation in an RNN makes a few assumptions: 1) We assume the hyperbolic tangent activation function for the hidden layer. 2) We assume that the output is discrete as if the RNN is used to predict words or characters. This clip is from the chapter "Recurrent Neural Networks" of the series "Fundamentals in Neural Networks".This section explains NLP, we will start with recurrent neural networks and be introduced to topics like gated recurrent unit, long short-term memory and so on.
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Media Length
11:23
Grade
Higher Ed
Subjects
Math
9 more...
Media Type
Instructional Videos
Source:
Packt - Data
Date
2022
Language
English
Audiences
For Teacher Use
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Fine Print: Educational Use

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Concepts

linear regression, weight, length, architecture, vector, zeros
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Additional Tags

artificial neural networks, recurrent neural networks, convolutional neural networks, ann, cnn, rnn, logistic regression, long short-term memory, tensorflow, python, keras., linear combination, activation function, data set, bias term, mathematical formulation, time series, previous timestamp, current timestamp, weight wya, arrow coming, information coming, timestamp, arrow, essentially, people, thing, information, write, draw, neuron, left, bottom, call, connecting
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Fundamentals of Neural Networks - Forward Propagation in RNN Instructional Video
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