How data are being feed into LSTM cell
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Hi everyone I want to learn about training many-to-one Long Short Term Memory (LSTM) for classification. My datasets configurations are consists of 100 rows, 44 frames, 13 features. I want to feed that data into say 32 LSTM cell followed by dense with softmax function (4 class). I am confused about how each rows being feed into 32 LSTM cell .
Which statement below is the correct one?
- If the time step is 44, does the first frame go through all 32 LSTM cell, followed by the second frame go through all 32 LSTM cell, until the 44th frame?
- The first frame will be feed into the first LSTM cell, the second frame will be feed into the second LSTM cell, until the 32th frame feed into the 32th LSTM cell. If this is the correct statement, how about 12 frames left? Or the number of LSTM cell must be larger than the number of frames ?
Please explain which statement is correct and why. Thank you.
deep-learning lstm
asked 8 mins ago
Mei LieMei Lie
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Hi everyone I want to learn about training many-to-one Long Short Term Memory (LSTM) for classification. My datasets configurations are consists of 100 rows, 44 frames, 13 features. I want to feed that data into say 32 LSTM cell followed by dense with softmax function (4 class). I am confused about how each rows being feed into 32 LSTM cell .
Which statement below is the correct one?
- If the time step is 44, does the first frame go through all 32 LSTM cell, followed by the second frame go through all 32 LSTM cell, until the 44th frame?
- The first frame will be feed into the first LSTM cell, the second frame will be feed into the second LSTM cell, until the 32th frame feed into the 32th LSTM cell. If this is the correct statement, how about 12 frames left? Or the number of LSTM cell must be larger than the number of frames ?
Please explain which statement is correct and why. Thank you.
deep-learning lstm
asked 8 mins ago
Mei LieMei Lie
1
New contributor
Mei Lie is a new contributor to this site. Take care in asking for clarification, commenting, and answering.
Check out our Code of Conduct.
$endgroup$
add a comment |
$begingroup$
Hi everyone I want to learn about training many-to-one Long Short Term Memory (LSTM) for classification. My datasets configurations are consists of 100 rows, 44 frames, 13 features. I want to feed that data into say 32 LSTM cell followed by dense with softmax function (4 class). I am confused about how each rows being feed into 32 LSTM cell .
Which statement below is the correct one?
- If the time step is 44, does the first frame go through all 32 LSTM cell, followed by the second frame go through all 32 LSTM cell, until the 44th frame?
- The first frame will be feed into the first LSTM cell, the second frame will be feed into the second LSTM cell, until the 32th frame feed into the 32th LSTM cell. If this is the correct statement, how about 12 frames left? Or the number of LSTM cell must be larger than the number of frames ?
Please explain which statement is correct and why. Thank you.
deep-learning lstm
asked 8 mins ago
Mei LieMei Lie
1
New contributor
Mei Lie is a new contributor to this site. Take care in asking for clarification, commenting, and answering.
Check out our Code of Conduct.
$endgroup$
Hi everyone I want to learn about training many-to-one Long Short Term Memory (LSTM) for classification. My datasets configurations are consists of 100 rows, 44 frames, 13 features. I want to feed that data into say 32 LSTM cell followed by dense with softmax function (4 class). I am confused about how each rows being feed into 32 LSTM cell .
Which statement below is the correct one?
- If the time step is 44, does the first frame go through all 32 LSTM cell, followed by the second frame go through all 32 LSTM cell, until the 44th frame?
- The first frame will be feed into the first LSTM cell, the second frame will be feed into the second LSTM cell, until the 32th frame feed into the 32th LSTM cell. If this is the correct statement, how about 12 frames left? Or the number of LSTM cell must be larger than the number of frames ?
Please explain which statement is correct and why. Thank you.
deep-learning lstm
deep-learning lstm
asked 8 mins ago
Mei LieMei Lie
1
New contributor
Mei Lie is a new contributor to this site. Take care in asking for clarification, commenting, and answering.
Check out our Code of Conduct.
asked 8 mins ago
Mei LieMei Lie
1
New contributor
Mei Lie is a new contributor to this site. Take care in asking for clarification, commenting, and answering.
Check out our Code of Conduct.
asked 8 mins ago
Mei LieMei Lie
1
New contributor
Mei Lie is a new contributor to this site. Take care in asking for clarification, commenting, and answering.
Check out our Code of Conduct.
asked 8 mins ago
Mei LieMei Lie
1
asked 8 mins ago
Mei LieMei Lie
1
1
New contributor
Mei Lie is a new contributor to this site. Take care in asking for clarification, commenting, and answering.
Check out our Code of Conduct.
New contributor
Mei Lie is a new contributor to this site. Take care in asking for clarification, commenting, and answering.
Check out our Code of Conduct.
Mei Lie is a new contributor to this site. Take care in asking for clarification, commenting, and answering.
Check out our Code of Conduct.
add a comment |
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