I wanted to post this on a coding train episode on youtube about neural networks but I’ve been banned from commenting (again!) — There is a basic problem with conventional neural networks. There are too many weighted sums operating off a small set of nonlinearized values. The outputs of the weighe…

this sounds very interesting, could you show this as a processing example project or even as a tutorial?

I’m being a LA at the moment and not writing much code. Just ruminating a bit. I did show this related associative memory thing before: www.gamespace.eu5.org/associativememory/index.html You can just download the page to get the JS/P5 code. The code is on a free webserver and I think that compa…

If I understand, you are saying: “conventional” neural networks are inefficient. you can solve this problem (inefficiency) with “other projections that are faster to calculate as long as they have some specific properties.” Two thoughts: Coding Train is for (primarily) introductory learners to l…

I use processing, I can post here regardless I would guess. I may use processing java again as well as processing JS. I had some kind of issue with multithreaded image loading with the Java version, maybe I forgot to use some preload function. Point 2, I said in the link you can use random projec…

Version in Processing: // Code in Processing www.processing.org final int EDGE=32; // image edge size final int DENSITY=2; // neural network density final int DEPTH=5; // neural network depth final int MUTATIONS=25; // number of items to mutate during optimization final float PRECISION=25f…

I’m looking to try this code, but File[] list = listFiles(“data/”) isn’t working for me. I have the jpgs in my data folder. I imported java.io.File but the listFiles() function isn’t available or something.

[image] HackinHarry: , but File[] list = listFiles("data/"); isn’t working for me. [image] File Listing Order Coding Questions Docs.Oracle.com/en/java/javase/11/docs/api/java.base/java/util/Arrays.html#sort(java.lang.Object[]) static final String PICS_EXTS = "exten…

The method listFiles() is in the examples but not in the reference as far as I can see. Also dataPath(""). You could try: void setup() { size(300, 300); frameRate(3); File[] list=null; try { File f=new File(dataPath("")); list=f.listFiles(); } catch(Exception fe) { }; imgV…

Or just bluntly: void setup() { size(300, 300); frameRate(3); imgVectors=new float[10][VECLEN]; float rsc=1f/127.5f; for (int i=0; i<10; i++) { PImage img=loadImage(Integer.toString(i+1)+".jpg"); int pos=0; for (int y=0; y<EDGE; y++) { for (int x=0; x<EDGE; x++) { …

Blunt works. I just tried the code. I let it train down to cost: 300 and then wanted to see what it actually learned. The anime chicas came into view one by one. The images were as if a small .jpg had been zoomed until you could see individual pixels, but they were very recognizable. I then ran…

Flaw in current neural networks

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GoToLoop June 23, 2019, 10:55pm 8

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Flaw in current neural networks

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