2024電子薄膜二
Part III: 神經網路｜Ch11 Neural Networks: Optimization
2024電子薄膜一
Part II : 通論｜Ch9 Large-Scale Machine Learning
t III: 神經網路｜Ch14 Unsupervised Learning
Part III: 神經網路｜Ch10 Neural Networks: Design
Ch1｜1.7 Metrics
Ch5 Uniform convergence ｜5.5 The Space of Continuous Functions
電子學｜Ch1 Introduction
Part II : 通論｜Ch5 Learning Theory & Regularization /Regularization
【OCW分類】第28講 廣義圓的方向、線性分式變換將實軸送到實軸的充要條件、上半平面的自同構群
【筆記分類】Ch1 From Complex Numbers to Cauchy’s Thm｜全純函數
Ch6 Physics of MOS Transistors｜6.1 Structure of MOSFET
Ch5 Uniform convergence ｜5.8 The Stone-Weierstrass Theorem
Ch10 Fourier Analysis｜10.2 Orthogonal families of functions
Ch7 The inverse and Implicit function Theorems and related topics｜7.7 Constrained Extrema and Lagrange Multiplier
2024電子薄膜二
Ch6 Physics of MOS Transistors
Ch10 Fourier Analysis｜10.5 Computation of Fourier Series
Ch6 Differentiable mappings｜6.7 Mean-Value Theorem
Ch6 Physics of MOS Transistors｜7.2 Common-Source Stage
Ch9 Fubini’s Theorem and the Change of Variables Formula ｜9.3 Change of Variable Thm
Ch9 Fubini’s Theorem and the Change of Variables Formula ｜9.2 Fubini’s Thm
Ch5 Uniform convergence ｜5.2 The Weierstrass M-test
Ch2 The topology of Euclidean Space｜2.1 Theorems of Open Set
【OCW分類】第29講 檢討期末考(複變總整理)
【OCW分類】第18講 保角映射、自同構群
Ch.8 Integration｜8.7 Introduction to distributions
Ch6 Differentiable mappings｜6.3 Conditions of Differentiable mappings: Differentiable Paths
【OCW分類】第26講 交比的幾何意義
Ch2 Semiconductor Physics｜2.1 Semiconductor Materials and their Properties
【OCW分類】第3講 冪級數展開、Liouville定理、代數基本定理、解析函數的零點
Ch7 CMOS Amplifiers
Ch4 Physics of Bipolar Transistors｜4.4 Bipolar Transistor Models and Characteristics
【筆記分類】Ch2 解析函數｜8奇異點（Singularity）
Ch10 Differential Amplifiers
Ch9 Cascode Stages and Current Mirrors
Ch5 Bipolar Amplifiers｜5.3 Bipolar Amplifier Topologies
Ch3 Diode Models and Circuits｜3.2 pn Junction as a Diode
【筆記分類】Ch1 From Complex Numbers to Cauchy’s Thm
Ch3 Diode Models and Circuits｜3.4 Large Signal and Small-Signal Operation
Ch11 Frequency Response
Ch6 Physics of MOS Transistors｜6.2 Operation of MOSFET
Ch4 Physics of Bipolar Transistors｜4.6 The PNP Transistor
Ch5 Uniform convergence ｜5.9 The Dirichlet and Abel tests
Ch4 Continuous Mappings｜4.2 Images of Compact and connected set
Ch.3 Compact and Connected Sets｜3.5 Connected Sets
Ch2 The topology of Euclidean Space｜2.8 Completeness
Ch2 The topology of Euclidean Space｜補1.7
