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Comparing Kolmogorov-Arnold Network (KAN) and Multi-Layer Perceptrons (MLPs)
Manage episode 426388322 series 3474148
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.
This story was written by: @aibites. Learn more about this writer by checking @aibites's about page, and for more stories, please visit hackernoon.com.
KANs challenge Multi-Layer Perceptrons that are fundamental to ALL LLMs today. But will they survive and deliver? Lets compare and contrast.
316 episodes
Manage episode 426388322 series 3474148
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.
This story was written by: @aibites. Learn more about this writer by checking @aibites's about page, and for more stories, please visit hackernoon.com.
KANs challenge Multi-Layer Perceptrons that are fundamental to ALL LLMs today. But will they survive and deliver? Lets compare and contrast.
316 episodes
All episodes
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