Can RNN work with just one input?
$begingroup$
Is it possible to creat a RNN such that there is only dimenson(or feature) in data.Of course we have a time series data.My confusion is that when there is only one input in the RNN as shown below,
That is in the second picture there is one yellow neuron.Is there a requirement to feed the information to other neuron in the hidden layer,wont one hidden layer with one neuron be sufficient?Can such a network identify pattern in time series models?
machine-learning deep-learning lstm rnn data-science-model
asked 3 mins ago
RAM SHANKER GRAM SHANKER G
11
$endgroup$
add a comment |
$begingroup$
Is it possible to creat a RNN such that there is only dimenson(or feature) in data.Of course we have a time series data.My confusion is that when there is only one input in the RNN as shown below,
That is in the second picture there is one yellow neuron.Is there a requirement to feed the information to other neuron in the hidden layer,wont one hidden layer with one neuron be sufficient?Can such a network identify pattern in time series models?
machine-learning deep-learning lstm rnn data-science-model
asked 3 mins ago
RAM SHANKER GRAM SHANKER G
11
$endgroup$
add a comment |
$begingroup$
Is it possible to creat a RNN such that there is only dimenson(or feature) in data.Of course we have a time series data.My confusion is that when there is only one input in the RNN as shown below,
That is in the second picture there is one yellow neuron.Is there a requirement to feed the information to other neuron in the hidden layer,wont one hidden layer with one neuron be sufficient?Can such a network identify pattern in time series models?
machine-learning deep-learning lstm rnn data-science-model
asked 3 mins ago
RAM SHANKER GRAM SHANKER G
11
$endgroup$
Is it possible to creat a RNN such that there is only dimenson(or feature) in data.Of course we have a time series data.My confusion is that when there is only one input in the RNN as shown below,
That is in the second picture there is one yellow neuron.Is there a requirement to feed the information to other neuron in the hidden layer,wont one hidden layer with one neuron be sufficient?Can such a network identify pattern in time series models?
machine-learning deep-learning lstm rnn data-science-model
machine-learning deep-learning lstm rnn data-science-model
asked 3 mins ago
RAM SHANKER GRAM SHANKER G
11
asked 3 mins ago
RAM SHANKER GRAM SHANKER G
11
asked 3 mins ago
RAM SHANKER GRAM SHANKER G
11
asked 3 mins ago
RAM SHANKER GRAM SHANKER G
11
asked 3 mins ago
RAM SHANKER GRAM SHANKER G
11
11
add a comment |
add a comment |
0
active
oldest
votes
Your Answer
StackExchange.ifUsing("editor", function () {
return StackExchange.using("mathjaxEditing", function () {
StackExchange.MarkdownEditor.creationCallbacks.add(function (editor, postfix) {
StackExchange.mathjaxEditing.prepareWmdForMathJax(editor, postfix, [["$", "$"], ["\\(","\\)"]]);
});
});
}, "mathjax-editing");
StackExchange.ready(function() {
var channelOptions = {
tags: "".split(" "),
id: "557"
};
initTagRenderer("".split(" "), "".split(" "), channelOptions);
StackExchange.using("externalEditor", function() {
// Have to fire editor after snippets, if snippets enabled
if (StackExchange.settings.snippets.snippetsEnabled) {
StackExchange.using("snippets", function() {
createEditor();
});
}
else {
createEditor();
}
});
function createEditor() {
StackExchange.prepareEditor({
heartbeatType: 'answer',
autoActivateHeartbeat: false,
convertImagesToLinks: false,
noModals: true,
showLowRepImageUploadWarning: true,
reputationToPostImages: null,
bindNavPrevention: true,
postfix: "",
imageUploader: {
brandingHtml: "Powered by u003ca class="icon-imgur-white" href="https://imgur.com/"u003eu003c/au003e",
contentPolicyHtml: "User contributions licensed under u003ca href="https://creativecommons.org/licenses/by-sa/3.0/"u003ecc by-sa 3.0 with attribution requiredu003c/au003e u003ca href="https://stackoverflow.com/legal/content-policy"u003e(content policy)u003c/au003e",
allowUrls: true
},
onDemand: true,
discardSelector: ".discard-answer"
,immediatelyShowMarkdownHelp:true
});
}
});
Sign up or log in
StackExchange.ready(function () {
StackExchange.helpers.onClickDraftSave('#login-link');
});
Sign up using Google
Sign up using Facebook
Sign up using Email and Password
Post as a guest
Required, but never shown
StackExchange.ready(
function () {
StackExchange.openid.initPostLogin('.new-post-login', 'https%3a%2f%2fdatascience.stackexchange.com%2fquestions%2f44895%2fcan-rnn-work-with-just-one-input%23new-answer', 'question_page');
}
);
Post as a guest
Required, but never shown
0
active
oldest
votes
0
active
oldest
votes
active
oldest
votes
active
oldest
votes
Thanks for contributing an answer to Data Science Stack Exchange!
- Please be sure to answer the question. Provide details and share your research!
But avoid …
- Asking for help, clarification, or responding to other answers.
- Making statements based on opinion; back them up with references or personal experience.
Use MathJax to format equations. MathJax reference.
To learn more, see our tips on writing great answers.
Sign up or log in
StackExchange.ready(function () {
StackExchange.helpers.onClickDraftSave('#login-link');
});
Sign up using Google
Sign up using Facebook
Sign up using Email and Password
Post as a guest
Required, but never shown
StackExchange.ready(
function () {
StackExchange.openid.initPostLogin('.new-post-login', 'https%3a%2f%2fdatascience.stackexchange.com%2fquestions%2f44895%2fcan-rnn-work-with-just-one-input%23new-answer', 'question_page');
}
);
Post as a guest
Required, but never shown
Sign up or log in
StackExchange.ready(function () {
StackExchange.helpers.onClickDraftSave('#login-link');
});
Sign up using Google
Sign up using Facebook
Sign up using Email and Password
Post as a guest
Required, but never shown
Sign up or log in
StackExchange.ready(function () {
StackExchange.helpers.onClickDraftSave('#login-link');
});
Sign up using Google
Sign up using Facebook
Sign up using Email and Password
Post as a guest
Required, but never shown
Sign up or log in
StackExchange.ready(function () {
StackExchange.helpers.onClickDraftSave('#login-link');
});
Sign up using Google
Sign up using Facebook
Sign up using Email and Password
Sign up using Google
Sign up using Facebook
Sign up using Email and Password
Post as a guest
Required, but never shown
Required, but never shown
Required, but never shown
Required, but never shown
Required, but never shown
Required, but never shown
Required, but never shown
Required, but never shown
Required, but never shown
