Hopfield and Potts-Hopfield Networks - 2010
In this article, I follow the standard derivation of free energy for such a network. Next, I in- troduce my extension, the “Potts-Hopfield” network, which I argue behaves more like a biological system than the original Hopfield network. I next discuss the details of the program I wrote to test and evaluate both networks, mine and Hopfield’s, trained on and matching a variety of patterns. Finally, I display and discuss the results of various experiments with both networks.
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