This story was originally published on HackerNoon at: https://hackernoon.com/comparing-kolmogorov-arnold-network-kan-and-multi-layer-perceptrons-mlps). Discover how Kolmogorov-Arnold Networks (KAN) challenge traditional MLPs with trainable activation functions, offering a potential leap toward AGI. Check more stories related to machine-learning at: https://hackernoon.com/c/machine-learning). You can also check exclusive content about #llms), #neural-networks), #artificial-intelligence), #deep-learning), #kan), #machine-learning), #multi-layer-perceptron), #hackernoon-top-story), and more.
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KANs challenge Multi-Layer Perceptrons that are fundamental to ALL LLMs today. But will they survive and deliver? Lets compare and contrast.