Answered step by step
Verified Expert Solution
Link Copied!

Question

1 Approved Answer

Which statements about LSTM variants are true? a . The key idea of multidimensional LSTM ( Graves et al . , 2 0 0 7

Which statements about LSTM variants are true?
a. The key idea of multidimensional LSTM (Graves et al.,2007) is to enable the network to process sequences consisting of vectors which stem from high-dimensional vector spaces.
b. Convolutional LSTM (Shi et al.,2015) can process sequences of images, e.g., videos.
c. Peephole connections (Gers and Schmidhuber, 2000) provide gates with direct read access to the cell state.
d. The Bidirectional LSTM (Schuster et al.,1997) has two layers. The second layer receives input from the first layer and reverses the processing direction.
e. Stacked LSTM (Graves et al.,2013) stack LSTM layer by using one LSTM's final cell state as the initial cell state for the next LSTM.
image text in transcribed

Step by Step Solution

There are 3 Steps involved in it

Step: 1

blur-text-image

Get Instant Access to Expert-Tailored Solutions

See step-by-step solutions with expert insights and AI powered tools for academic success

Step: 2

blur-text-image

Step: 3

blur-text-image

Ace Your Homework with AI

Get the answers you need in no time with our AI-driven, step-by-step assistance

Get Started

Recommended Textbook for

Learning PostgreSQL

Authors: Salahaldin Juba, Achim Vannahme, Andrey Volkov

1st Edition

178398919X, 9781783989195

More Books

Students also viewed these Databases questions