【OCW分類】第11講 Laurent級數、輻角原理、Rouché定理、Hurwitz定理
Part II : 通論｜Ch6 Probabilistic Models/Logistic Regression & Metrics
Part I : 數學基礎｜Ch1 Introduction to ML & DL
t III: 神經網路｜Ch14 Unsupervised Learning
Part III: 神經網路｜Ch10 Neural Networks: Design
2024電子薄膜一
Ch5 Uniform convergence ｜5.5 The Space of Continuous Functions
Ch7 The inverse and Implicit function Theorems and related topics｜7.7 Constrained Extrema and Lagrange Multiplier
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
Ch5 Uniform convergence ｜5.8 The Stone-Weierstrass Theorem
2024電子薄膜二
【筆記分類】Ch1 From Complex Numbers to Cauchy’s Thm｜全純函數
Ch6 Physics of MOS Transistors
電子學｜Ch1 Introduction
Ch2 The topology of Euclidean Space｜2.1 Theorems of Open Set
【OCW分類】第26講 交比的幾何意義
Ch.8 Integration｜8.7 Introduction to distributions
Ch9 Fubini’s Theorem and the Change of Variables Formula ｜9.2 Fubini’s Thm
Ch1｜1.7 Metrics
Ch11 Frequency Response｜11.2 High Frequency Models of Transistors
Ch6 Differentiable mappings｜6.3 Conditions of Differentiable mappings: Differentiable Paths
【筆記分類】Ch1 From Complex Numbers to Cauchy’s Thm
Ch6 Physics of MOS Transistors｜7.2 Common-Source Stage
Ch6 Differentiable mappings｜6.7 Mean-Value Theorem
Ch2 The topology of Euclidean Space｜2.8 Completeness
【OCW分類】第22講 Arzelà-Ascoli定理、Montel定理、Vitali定理
【OCW分類】第18講 保角映射、自同構群
【筆記分類】Ch4 Harmonic Functions; Conformal Mapping｜25 Automorphisms（續）& Mobius transformation
Ch11 Frequency Response
Ch6 Physics of MOS Transistors｜6.1 Structure of MOSFET
Ch3 Diode Models and Circuits｜3.2 pn Junction as a Diode
Ch5 Uniform convergence ｜5.2 The Weierstrass M-test
【OCW分類】第24講 單複變和多複變的差異、Poincaré定理、線性分式變換 (莫比烏斯變換)
【OCW分類】第9講 對數函數、複數的複數次方、路徑積分例題
【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
【筆記分類】Ch4 Harmonic Functions; Conformal Mapping｜28 Cross ratio and linear fractional transformatio
Ch3 Diode Models and Circuits｜3.4 Large Signal and Small-Signal Operation
Ch11 Frequency Response｜11.4 Frequency Response of CE and CS stages
Ch10 Differential Amplifiers｜10.1 General Considerations
Ch7 CMOS Amplifiers｜7.1 General Consideration
Ch6 Physics of MOS Transistors｜6.2 Operation of MOSFET
Ch5 Bipolar Amplifiers｜5.1 General Considerations
Ch2 Semiconductor Physics｜2.2 pn-Junction
Ch2 Semiconductor Physics｜2.3 Reverse Breakdown
Ch10 Fourier Analysis｜10.2 Orthogonal families of functions
Ch9 Fubini’s Theorem and the Change of Variables Formula ｜9.3 Change of Variable Thm
Ch2 The topology of Euclidean Space｜補1.7
【OCW分類】第29講 檢討期末考(複變總整理)
