Live and recent posts from across the Fediverse tagged #hopfieldnetworks, aggregated by home.social.
Here is a short #tutorial on understanding the #HebbianLearning rule in #HopfieldNetworks (applied to the problem of #PatternRecognition), again accompanied by some #Python code:
🌍 https://www.fabriziomusacchio.com/blog/2024-03-03-hebbian_learning_and_hopfiled_networks/
Feel free to use, share and modify.
#AI #DeepLearning #HopfieldNetworks (My rudimentary package is named #binryhop ; a pun on bunny-hop and binary hopfield ).
So I had an idea. What if I take two source images: A fish and a tree, thresholded. The fish and tree are roughly the same resolution as an image screwtape-fish-tree I will draw. I griddle the high resolution images into 90x90 regions. Then, I make the fish and tree grid pieces my memories and simply run each swatch of my own image through some updates.
"Attention in a family of Boltzmann machines emerging from modern Hopfield networks"
https://arxiv.org/abs/2212.04692
#MachineLearning #NeuralNetworks #HopfieldNetworks #BoltzmannMachines