stem/AI/Neural Networks/SLP/SLP.md

![[slp-arch.png]]
$$v(n)=\sum_{i=0}^{m}w_i(n)x_i(n)$$
$$=w^T(n)x(n)$$
![[slp-hyperplane.png]]
Perceptron learning is performed for a finite number of iteration and then stops

[[Least Mean Square|LMS]] is continuous learning that doesn't stop
vault backup: 2023-05-23 06:59:49 Affected files: .obsidian/appearance.json .obsidian/workspace-mobile.json .obsidian/workspace.json STEM/AI/Neural Networks/MLP.md STEM/AI/Neural Networks/MLP/Back-Propagation.md STEM/AI/Neural Networks/SLP.md STEM/AI/Neural Networks/SLP/Least Mean Square.md STEM/AI/Neural Networks/SLP/Perceptron Convergence.md STEM/img/activation-function.png STEM/img/lms-algorithm.png STEM/img/mlp-arch-diagram.png STEM/img/mlp-arch-graph.png STEM/img/mlp-arch.png STEM/img/sl-lms-summary.png STEM/img/slp-arch.png STEM/img/slp-hyperplane.png STEM/img/slp-lms-independence.png STEM/img/slp-mse.png STEM/img/slp-separable.png STEM/img/slp-steepest-descent.png 2023-05-23 06:59:49 +01:00			`![[slp-arch.png]]`
			`$$v(n)=\sum_{i=0}^{m}w_i(n)x_i(n)$$`
			`$$=w^T(n)x(n)$$`
			`![[slp-hyperplane.png]]`
			`Perceptron learning is performed for a finite number of iteration and then stops`

vault backup: 2023-05-23 09:11:59 Affected files: .obsidian/plugins/obsidian-git/data.json .obsidian/workspace-mobile.json .obsidian/workspace.json STEM/AI/Neural Networks/MLP.md STEM/AI/Neural Networks/MLP/Activation Functions.md STEM/AI/Neural Networks/MLP/Back-Propagation.md STEM/AI/Neural Networks/SLP.md STEM/img/mlp-global-minimum.png STEM/img/mlp-local-hidden-grad.png 2023-05-23 09:11:59 +01:00			`[[Least Mean Square\|LMS]] is continuous learning that doesn't stop`