Backpropagation is an education app developed by honzour.
Download Statistics
Backpropagation has been downloaded 28 thousand times. In the last 30 days, the app was downloaded 0 times.
User Ratings
Backpropagation is rated 4.45 out of 5 stars. The rating is based on 140 ratings.
App Information
Backpropagation is FREE to download. The APK download size is 1.26 MB. The latest version available is 3.2. The last update was on August 7, 2019.
Technical Requirements
Backpropagation requires Android 4.0.3+ or higher. The app has a content rating of Everyone. The app has been available on Google Play June 2014.
Description
A simple example of backpropagation algorithm. Learn small neural network basic functions like predefined examples: AND, XOR or 2D distance. Import and export of custom tasks from and to xml or well readable csv. Integration with www browser. Creating new or editing loaded tasks in an editor is also possible. You can show the network anatomy and all weights and also the result with marked training set or exact output for set input. If learning failes, restart whole learning algorithm or just single neuron weights. Alpha learning speed is automatic and configurable. Help on each screen. This program may be useful for students of a basic course of artificial neural networks. It illustrates well that learning of neural networks is a complex task and basic backpropagation without any improvements can only solve very simple tasks.
Recent changes: Java export. Adds button. Targeted to 29 SDK.
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Words cannot describe how amazing this app is. Makes my inner geek go berserk. Really helps you gain an intuitive feel for how artificial neural networks are structured logically, and has great samples for those who quickly want to test proof of concepts. The XML and csv import / export tool is also actually really useful. The author has also written a pretty comprehensive manual to help users learn all the concepts used in the app, which has greatly assisted my learning. Many thanks to the author for this great app.
★★★★★Mayur Manyar· Jun 17, 2017
Awesome app 👍 Just please tell which activation you used in each stage to recreate neural trained by this app in my code
★☆☆☆☆A Google User· Jul 22, 2014
Unfortunately I unfortunately have to rank this one poorly, it is a good idea, but give the user a bit more freedom in settings of the net. At least of how the net should look like, single layered, multilayer etc.
Google Play Rankings for Backpropagation
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Technologies used by Backpropagation
Backpropagation is requesting 3 permissions and is using 3 libraries.
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Android Jetpack core