Emergent X Apk
Apk Infos
| Version | 1.0 |
| Rating | 3.6/5, based on 5 votes |
| Size | 1.8 MB |
| Requires Android | Android 1.6+ (Donut) |
| Author's Notes | An interactive experiment with unsupervised convolutional neural networks |
About Emergent X APK
Table Of Contents
Description
This app allows the user to interactively experiment with and visualize the training of a single neuron (feature detector) in an unsupervised neural network. The user provides the online "training data" via taking photos.Instructions: take photos and be patient -- even small neural networks are computationally intensive!
The network converges on the first "principal component" or most often occurring 2 x 2 feature pattern that multiple images share in common.
This network implements only local learning rules:
1. A neuron is competitive: if it frequently does not fire, it decreases its threshold to respond to stimuli with greater variance.
2. A neuron is thrifty: if it frequently fires, it increases its threshold
3. When a neuron fires, it tunes its "weights" to move in a direction which will increase the likelihood of a similar pattern triggering it in the future.
Example: if a post synaptic neuron was responding to a high amplitude signal, but now responds to a lower amplitude signal (due to threshold decrease), its weights will move towards the lower amplitude signal.
Network structure:
1. Input layer: 8 x 8 x 3 (3 color channels)
2. Convolutional layer: 2 x 2 x 3 ( 1 neuron with 12 synapses)
3. Activation Map: 7 x 7 x 1
Note: Color channels are preprocessed to respond similarly regardless of lighting.
How to install Emergent X APK on Android phone or tablet?
Download Emergent X APK file from ApkClean, then follow these steps:
Update Phone Settings
- Go to your phone Settings page
- Tap Security or Applications (varies with device)
- Check the Unknown Sources box
- Confirm with OK
Go to Downloads
- Open Downloads on your device by going to My Files or Files
- Tap the APK file you downloaded (appinventor.ai_igodproduction.Hebbian_Averaging-v1.0-ApkClean.apk)
- Tap Install when prompted, the APK file you downloaded will be installed on your device.
Older Versions
| 1.0 (1) | 1.8 MB |
Questions & Answers
Q: What is an APK File?
A: Just like Windows (PC) systems use an .exe file for installing software, Android does the same. An APK file is the file format used for installing software on the Android operating system.
Q: If I install an APK from this website, will I be able to update the app from the Play Store?
A: Yes, absolutely. The Play Store installs APKs it downloads from Google's servers, and sideloading from a site like ApkClean.net goes through a very similar process, except you're the one performing the downloading and initiating the installation (sideloading).
As soon as the Play Store finds a version of the app newer than the one you've sideloaded, it will commence an update.
Q: Why ApkClean.net can guarantee APK 100% safe?
A: Whenever someone wants to download an APK file from ApkClean.net, we'll check the corresponding APK file on Google Play and allow user download it directly (of course, we'll cache it on our server). If the APK file does not exist on Google Play, we'll search it in our cache.
Q: What are Android App permissions?
A: Apps require access to certain systems within your device. When you install an application, you are notified of all of the permissions required to run that application.
Don't hesitate to contact us if you have any questions or concerns.
(*) is required
