1 History 2 Preparatory knowledge 3 XOR problem 4 MLP is doing what? 5 Tilling Algorithm 6 Learning algorithm for MLP of differentiable activation function

1 A problem in perceptron 2 Linear SVM in LSC 3 SVM in LIC 4 Kernel Functions 5 Nonlinear SVM 6 SMO Algorithm

1 Preparatory knowledge 2 Perceptron concept 3 Learning strategies of perceptron 4 Perceptron learning algorithm 5 Convergence of perceptron learning algorithm 6 Dual form of perceptron learning algorithm

1 A Case 2 Least Squares Method 3 From Linear to Nonlinear: Using Linear Model 4 How Regression Got Its Name 5 Probability Interpretation 6 Bias–Variance Dilemma

1 Definition of Statistical Learning 2 Application Case of Statistical Pattern Recognition 3 SPR System Framework and Design Cycle 4 Basic Concepts 5 Machine Learning in Different AI Disciplines

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电子科技大学：《敏感材料与传感器 Sensitive Materials and Sensors》课程教学资源（课件讲稿）第九章 专题讲座 第一节 柔性电子学 Flexible Electronics

1、概述 2、非制冷红外焦平面阵列技术

电子科技大学：《敏感材料与传感器 Sensitive Materials and Sensors》课程教学资源（课件讲稿）第六章 新型红外传感器 第1节 红外辐射的基本知识