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About About Me December 03, 2023 academic note Note on Selective Attention June 24, 2019 Note on Computation by Synaptic Plasticity June 24, 2019 Note on Network Commnunication July 30, 2019 Note on Behavioral Study August 28, 2019 Note on Computer Vision September 10, 2019 Note on Animal Perception September 12, 2019 Note on Deep Unsupervised Learning September 13, 2019 Note on Feature Visualization (Updating) September 17, 2019 Note on Fragment Based Object Recognition September 25, 2019 Note on Forms of Memory October 01, 2019 Note on CNN Interpretability October 04, 2019 Note on Categorization and Concepts October 24, 2019 Note on ShapeCollage and Patch Based Shape Interpretation November 02, 2019 Note on Local Feature Descriptors November 04, 2019 Note on Visual Imagery November 05, 2019 Note on Image Prior-Spatial Relationship Modeling January 14, 2020 Note on Advanced Computer Vision January 20, 2020 Note on Image Prior-Markov Random Field Modelling January 28, 2020 Note on Semantic Vision Task February 04, 2020 Note on Stereo Problem February 04, 2020 Note on Epipolar Geometry and Optic Slow February 17, 2020 Note on Computational Photography February 27, 2020 Note on Hardware Based Computational Photography February 27, 2020 Note on Generative Adversarial Network March 07, 2020 Note on Photometric Reasoning March 17, 2020 Note on Deep Reinforcement Learning March 18, 2020 Note on Cortical Waves May 06, 2020 Note on MinMax Game May 18, 2020 Note on Neural Tuning and Information August 24, 2020 Note on Classic CNNs January 17, 2021 Adversarial Example Understanding of Adversarial Attack January 07, 2020 Note on Hessian Aware Zeroth Order Optimization Framework January 21, 2020 AI Note on MinMax Game May 18, 2020 Train Agents to Play 2048 April 27, 2022 Text Guided Art Generation with Latent Diffusion May 08, 2022 Algorithm Derivative Free Optimization Method (Based Feature Visulization) Notes 1 September 09, 2018 Note on Belief Propagation Algorithm (Updating) May 18, 2019 Constrained CMA-ES Algorithm June 20, 2019 Note on Algorithm for Non-Negative Matrix Factorization June 25, 2019 Note on Optimization on Manifold September 29, 2019 LBFGS Algorithm November 11, 2019 Note on Online Linear Regression Algorithm December 15, 2019 Krylov Subspace, Conjugate Gradient and Lancosz Iteration January 01, 2020 Note on Hessian Aware Zeroth Order Optimization Framework January 21, 2020 Brief Note on Online Correlation Computation May 22, 2020 Note on Variational Inference (Updating) July 27, 2020 Note on Kernel Ridge Regression December 17, 2021 Note on Kernel PCA March 21, 2022 Note on Diffusion Generative Models May 09, 2022 Note on Equivalent Score Matching Objective June 20, 2022 Note on S4-Efficiently Modeling Long Sequences with Structured State Spaces July 17, 2022 Note on Hippo- Recurrent Memory with Optimal Polynomial Projection July 25, 2022 Note on Variants of Diffusion Scheduler, DDPM DDIM PNDM January 16, 2023 Autograd Mechanism and Hessian Computation in PyTorch December 09, 2019 Anatomy How to Parse Anatomical/Physiological Terms in Latin/Greek September 07, 2019 Animation 进击的巨人(Attack on Titan) 观剧手记 August 14, 2019 Applied Math Note on Algorithm for Non-Negative Matrix Factorization June 25, 2019 Note on Online Linear Regression Algorithm December 15, 2019 Note on Kernel Ridge Regression December 17, 2021 Note on Kernel PCA March 21, 2022 Art Computations on Hyperbolic Geometry April 10, 2020 Art in Hyperbolic Space April 11, 2020 Text Guided Art Generation with Latent Diffusion May 08, 2022 Artificial Intelligence AI for Texas Hold'em January 02, 2021 Astrophysics Visualizing Wormhole Distortion of Spacetime June 10, 2018 atlas Resources for Zebrafish Study April 18, 2019 Auditory Neuroscience This Week's Learning about Brain 2 Frequency Tuning of Hair Cell October 17, 2018 Bayesian Note on Variational Inference (Updating) July 27, 2020 Probabilistic Models of Neural Population April 16, 2022 Note on EM algorithm and likelihood lower bound May 13, 2022 Behavior Note on Behavioral Study August 28, 2019 Note on Animal Perception September 12, 2019 Note on Categorization and Concepts October 24, 2019 Automatic Behavioral Quantification Pipeline November 17, 2018 Common Statistical Problems in Neural Data Analysis (Updating) July 01, 2019 DeepLabCut Trouble Shooting July 02, 2019 behavior MTurk 101 November 21, 2020 Biophysics This Week's Learning about Brain 2 Frequency Tuning of Hair Cell October 17, 2018 blender Importing Geometry from Google Map to Blender April 29, 2020 blog construction Math Intensive Github Blog Construction September 10, 2018 books 人间失格 读书札记 January 13, 2020 C Multi-platform Matlab compiling November 03, 2019 classics Note on Classic CNNs January 17, 2021 CNN Note on Classic CNNs January 17, 2021 coding How to translate matlab code into python (numpy) September 10, 2018 Linux Working Environment Build Up (Updating) July 25, 2019 Understanding conda and python package management (Updating) July 25, 2019 Dynamic Visualization in Python November 17, 2019 Note on Pandas December 10, 2019 Windows Working Environment Build Up (Updating) December 19, 2019 Note on Matlab and Python (matplotlib) Plotting system January 20, 2020 Handling and Printing Parameters in matlab March 03, 2020 Procedurally Generating Slides from Script April 03, 2020 Learning CMD / Shell Scripting in Windows April 29, 2020 GUI programming in Matlab May 16, 2020 JavaScript + HTML Programming 101 (Updating) November 21, 2020 Cognition Note on Behavioral Study August 28, 2019 Note on Animal Perception September 12, 2019 Note on Forms of Memory October 01, 2019 Note on Categorization and Concepts October 24, 2019 compilation Multi-platform Matlab compiling November 03, 2019 Computation 真理的不同层级 (Updated) August 15, 2019 This Week's Learning about Brain 4 看得见还是看不见, 这是一个问题——视觉意识的神经相关物 (To see or not to see, that's a question) July 02, 2019 Note on Computation by Synaptic Plasticity June 24, 2019 This Week's Learning about Brain 4 看得见还是看不见, 这是一个问题——视觉意识的神经相关物 (To see or not to see, that's a question) July 02, 2019 Note on Fragment Based Object Recognition September 25, 2019 Comparison of Major Deep Learning Frameworks (Updating) December 18, 2019 Linux Working Environment Build Up (Updating) July 25, 2019 Windows Working Environment Build Up (Updating) December 19, 2019 computer graphics Note on Computational Photography February 27, 2020 Note on Hardware Based Computational Photography February 27, 2020 Note on Generative Adversarial Network March 07, 2020 Note on Photometric Reasoning March 17, 2020 Note on Laplacian Operator (Diffusion) in Geometry Processing May 08, 2020 Importing Geometry from Google Map to Blender April 29, 2020 Computer Graphics Computer Graphics Environment in Matlab November 14, 2019 computer network Note on Network Commnunication July 30, 2019 computer science Note on Network Commnunication July 30, 2019 Note on Computer Vision September 10, 2019 Note on Deep Unsupervised Learning September 13, 2019 Note on ShapeCollage and Patch Based Shape Interpretation November 02, 2019 Note on Local Feature Descriptors November 04, 2019 Note on Image Prior-Spatial Relationship Modeling January 14, 2020 Note on Advanced Computer Vision January 20, 2020 Note on Image Prior-Markov Random Field Modelling January 28, 2020 Note on Semantic Vision Task February 04, 2020 Note on Stereo Problem February 04, 2020 Note on Computational Photography February 27, 2020 Note on Hardware Based Computational Photography February 27, 2020 Note on Photometric Reasoning March 17, 2020 Computer Vision Understanding of Adversarial Attack January 07, 2020 Note on Fragment Based Object Recognition September 25, 2019 Using Google Cloud Service for Large Scale Image Labelling September 11, 2019 Working with Caffe October 27, 2019 Computer Graphics Environment in Matlab November 14, 2019 Debugging StyleGAN2 in PyTorch June 10, 2020 Compiling C Extensions for PyTorch September 15, 2020 computer vision Note on Computer Vision September 10, 2019 Note on Deep Unsupervised Learning September 13, 2019 Note on Feature Visualization (Updating) September 17, 2019 Note on CNN Interpretability October 04, 2019 Note on ShapeCollage and Patch Based Shape Interpretation November 02, 2019 Note on Local Feature Descriptors November 04, 2019 Note on Image Prior-Spatial Relationship Modeling January 14, 2020 Note on Advanced Computer Vision January 20, 2020 Note on Image Prior-Markov Random Field Modelling January 28, 2020 Note on Semantic Vision Task February 04, 2020 Note on Stereo Problem February 04, 2020 Note on Epipolar Geometry and Optic Slow February 17, 2020 Note on Computational Photography February 27, 2020 Note on Hardware Based Computational Photography February 27, 2020 Note on Generative Adversarial Network March 07, 2020 Note on Photometric Reasoning March 17, 2020 Spectral Graph Theory and Segmentation April 22, 2020 Note on Laplacian Operator (Diffusion) in Geometry Processing May 08, 2020 Note on Classic CNNs January 17, 2021 Concept This Week's Learning about Brain 4 看得见还是看不见, 这是一个问题——视觉意识的神经相关物 (To see or not to see, that's a question) July 02, 2019 This Week's Learning about Brain 4 看得见还是看不见, 这是一个问题——视觉意识的神经相关物 (To see or not to see, that's a question) July 02, 2019 Concepts Note on Categorization and Concepts October 24, 2019 Connectomics This Week's Learning about Brain 3 Hard Wired Olfactory Responce November 25, 2018 This Week's Learning about Brain 0 September 01, 2018 Note on Automatic 3D Instance Segmentation Pipeline December 09, 2018 Resources for Zebrafish Study April 18, 2019 Consciousness This Week's Learning about Brain 4 看得见还是看不见, 这是一个问题——视觉意识的神经相关物 (To see or not to see, that's a question) July 02, 2019 Note on Selective Attention June 24, 2019 This Week's Learning about Brain 4 看得见还是看不见, 这是一个问题——视觉意识的神经相关物 (To see or not to see, that's a question) July 02, 2019 Note on Visual Imagery November 05, 2019 Control Theory Note on Nonlinear Dynamic System April 09, 2021 Note on Lyapnov Stability Theory April 09, 2021 Note on Feedback Stablization May 10, 2021 Cortex This Week's Learning about Brain 4 看得见还是看不见, 这是一个问题——视觉意识的神经相关物 (To see or not to see, that's a question) July 02, 2019 This Week's Learning about Brain 4 看得见还是看不见, 这是一个问题——视觉意识的神经相关物 (To see or not to see, that's a question) July 02, 2019 Note on Cortical Waves May 06, 2020 data Transporting Data Between Matlab, Python April 26, 2020 Hybrid Programming Matlab and Python May 15, 2020 Data Analysis Common Statistical Problems in Neural Data Analysis (Updating) July 01, 2019 debug Debugging StyleGAN2 in PyTorch June 10, 2020 Compiling C Extensions for PyTorch September 15, 2020 Scene Programming in MonkeyLogic2 October 13, 2020 Deep Learning Comparison of Major Deep Learning Frameworks (Updating) December 18, 2019 deep learning Note on Generative Adversarial Network March 07, 2020 Note on Deep Reinforcement Learning March 18, 2020 Note on MinMax Game May 18, 2020 Note on Classic CNNs January 17, 2021 Differential Geometry Note on Optimization on Manifold September 29, 2019 Diffusion model Note on Variants of Diffusion Scheduler, DDPM DDIM PNDM January 16, 2023 diffusion model Text Guided Art Generation with Latent Diffusion May 08, 2022 Dynamic System Note on Invariance and Stable Manifold April 09, 2021 Note on Nonlinear Dynamic System April 09, 2021 Note on Lyapnov Stability Theory April 09, 2021 Note on Bifurcation Normal Form May 09, 2021 Note on Feedback Stablization May 10, 2021 Note on S4-Efficiently Modeling Long Sequences with Structured State Spaces July 17, 2022 Note on Hippo- Recurrent Memory with Optimal Polynomial Projection July 25, 2022 Note on Variants of Diffusion Scheduler, DDPM DDIM PNDM January 16, 2023 Eigenvalue problem Analytical Techniques for Finding Spectrum of Tridiagonal Toeplitz Matrix February 04, 2022 EM Probabilistic Models of Neural Population April 16, 2022 environment Linux Working Environment Build Up (Updating) July 25, 2019 Understanding conda and python package management (Updating) July 25, 2019 Windows Working Environment Build Up (Updating) December 19, 2019 Learning CMD / Shell Scripting in Windows April 29, 2020 essay Alignment Of Objective In Evolution February 16, 2021 A Model of Persistency January 15, 2021 人间失格 读书札记 January 13, 2020 真理的不同层级 (Updated) August 15, 2019 2019 台湾纪行 August 14, 2019 进击的巨人(Attack on Titan) 观剧手记 August 14, 2019 Some principles to establish a lifestyle May 30, 2018 Antithesis March 17, 2017 Evolution Alignment Of Objective In Evolution February 16, 2021 Note on Behavioral Study August 28, 2019 Note on Animal Perception September 12, 2019 Note on Categorization and Concepts October 24, 2019 Fruit Fly This Week's Learning about Brain 3 Hard Wired Olfactory Responce November 25, 2018 Game AI for Texas Hold'em January 02, 2021 Train Agents to Play 2048 April 27, 2022 GAN Geometry of Generative Adversarial Networks March 26, 2021 Training GAN to Model Monkey Face Space June 09, 2021 General Relativity Visualizing Wormhole Distortion of Spacetime June 10, 2018 generative model Note on Generative Adversarial Network March 07, 2020 Generative Model Note on Diffusion Generative Models May 09, 2022 Note on Equivalent Score Matching Objective June 20, 2022 Note on Variants of Diffusion Scheduler, DDPM DDIM PNDM January 16, 2023 Geometry of Generative Adversarial Networks March 26, 2021 Training GAN to Model Monkey Face Space June 09, 2021 Text Guided Art Generation with Latent Diffusion May 08, 2022 Geometry This Week's Learning about Brain 0 September 01, 2018 Some Computation on Sphere October 13, 2019 Note on Epipolar Geometry and Optic Slow February 17, 2020 Computations on Hyperbolic Geometry April 10, 2020 Note on Laplacian Operator (Diffusion) in Geometry Processing May 08, 2020 Note on Invariance and Stable Manifold April 09, 2021 Note on Nonlinear Dynamic System April 09, 2021 Note on Lyapnov Stability Theory April 09, 2021 Note on Bifurcation Normal Form May 09, 2021 Note on Feedback Stablization May 10, 2021 PCA of High Dimensional Trajectory January 22, 2022 Art in Hyperbolic Space April 11, 2020 Geometry of Generative Adversarial Networks March 26, 2021 Graph Model Note on Belief Propagation Algorithm (Updating) May 18, 2019 Note on Variational Inference (Updating) July 27, 2020 graph theory Spectral Graph Theory and Segmentation April 22, 2020 Graphics Note on Laplacian Operator (Diffusion) in Geometry Processing May 08, 2020 graphics Importing Geometry from Google Map to Blender April 29, 2020 GUI GUI programming in Matlab May 16, 2020 JavaScript + HTML Programming 101 (Updating) November 21, 2020 high dimensional PCA of High Dimensional Trajectory January 22, 2022 Hyperbolic Computations on Hyperbolic Geometry April 10, 2020 Image Analysis Automatic Behavioral Quantification Pipeline November 17, 2018 Note on Automatic 3D Instance Segmentation Pipeline December 09, 2018 DeepLabCut Trouble Shooting July 02, 2019 Using Google Cloud Service for Large Scale Image Labelling September 11, 2019 Imagery Note on Visual Imagery November 05, 2019 imaging Note on Computer Vision September 10, 2019 Note on Advanced Computer Vision January 20, 2020 Information Theory Note on Neural Tuning and Information August 24, 2020 interpretability Note on CNN Interpretability October 04, 2019 javascript Procedurally Generating Slides from Script April 03, 2020 jekyll Math Intensive Github Blog Construction September 10, 2018 julia Julia for Matlab and Python Users (Updating) October 15, 2021 kernel method Note on Kernel Ridge Regression December 17, 2021 Note on Kernel PCA March 21, 2022 Language Note on Word2Vec November 27, 2020 language How to Parse Anatomical/Physiological Terms in Latin/Greek September 07, 2019 latex Show Animation in PDF Through Latex April 26, 2020 Latin How to Parse Anatomical/Physiological Terms in Latin/Greek September 07, 2019 life A Model of Persistency January 15, 2021 Some principles to establish a lifestyle May 30, 2018 Antithesis March 17, 2017 Linear Algebra Note on Algorithm for Non-Negative Matrix Factorization June 25, 2019 Note on Online Linear Regression Algorithm December 15, 2019 Krylov Subspace, Conjugate Gradient and Lancosz Iteration January 01, 2020 Spectral Graph Theory and Segmentation April 22, 2020 Note on Laplacian Operator (Diffusion) in Geometry Processing May 08, 2020 Note on Kernel Ridge Regression December 17, 2021 PCA of High Dimensional Trajectory January 22, 2022 Analytical Techniques for Finding Spectrum of Tridiagonal Toeplitz Matrix February 04, 2022 Note on Kernel PCA March 21, 2022 Some Famous Matrix Determinant and Inversion Identities April 16, 2022 Autograd Mechanism and Hessian Computation in PyTorch December 09, 2019 linear algebra Note on S4-Efficiently Modeling Long Sequences with Structured State Spaces July 17, 2022 Note on Hippo- Recurrent Memory with Optimal Polynomial Projection July 25, 2022 Linux Linux Working Environment Build Up (Updating) July 25, 2019 Understanding conda and python package management (Updating) July 25, 2019 Macaque Training GAN to Model Monkey Face Space June 09, 2021 Machine Learning Derivative Free Optimization Method (Based Feature Visulization) Notes 1 September 09, 2018 This Week's Learning about Brain 0 September 01, 2018 Note on Belief Propagation Algorithm (Updating) May 18, 2019 Constrained CMA-ES Algorithm June 20, 2019 Note on Algorithm for Non-Negative Matrix Factorization June 25, 2019 LBFGS Algorithm November 11, 2019 Note on Online Linear Regression Algorithm December 15, 2019 Comparison of Major Deep Learning Frameworks (Updating) December 18, 2019 Note on Variational Inference (Updating) July 27, 2020 Note on Kernel Ridge Regression December 17, 2021 Note on Kernel PCA March 21, 2022 Note on Diffusion Generative Models May 09, 2022 Note on Equivalent Score Matching Objective June 20, 2022 Automatic Behavioral Quantification Pipeline November 17, 2018 Note on Automatic 3D Instance Segmentation Pipeline December 09, 2018 Common Statistical Problems in Neural Data Analysis (Updating) July 01, 2019 DeepLabCut Trouble Shooting July 02, 2019 Linux Working Environment Build Up (Updating) July 25, 2019 Using Google Cloud Service for Large Scale Image Labelling September 11, 2019 Working with Caffe October 27, 2019 Autograd Mechanism and Hessian Computation in PyTorch December 09, 2019 Windows Working Environment Build Up (Updating) December 19, 2019 Debugging StyleGAN2 in PyTorch June 10, 2020 Compiling C Extensions for PyTorch September 15, 2020 machine learning Note on Computer Vision September 10, 2019 Note on Deep Unsupervised Learning September 13, 2019 Note on Feature Visualization (Updating) September 17, 2019 Note on CNN Interpretability October 04, 2019 Note on ShapeCollage and Patch Based Shape Interpretation November 02, 2019 Note on Local Feature Descriptors November 04, 2019 Note on Image Prior-Spatial Relationship Modeling January 14, 2020 Note on Advanced Computer Vision January 20, 2020 Note on Image Prior-Markov Random Field Modelling January 28, 2020 Note on Semantic Vision Task February 04, 2020 Note on Stereo Problem February 04, 2020 Note on Computational Photography February 27, 2020 Note on Hardware Based Computational Photography February 27, 2020 Note on Generative Adversarial Network March 07, 2020 Note on Photometric Reasoning March 17, 2020 Note on Deep Reinforcement Learning March 18, 2020 Note on MinMax Game May 18, 2020 Note on Classic CNNs January 17, 2021 Hybrid Programming Matlab and Python May 15, 2020 Publishing and Using Pretrained model through `Torch.hub` June 03, 2020 Manifold Art in Hyperbolic Space April 11, 2020 Geometry of Generative Adversarial Networks March 26, 2021 Training GAN to Model Monkey Face Space June 09, 2021 Math Some Computation on Sphere October 13, 2019 Krylov Subspace, Conjugate Gradient and Lancosz Iteration January 01, 2020 Note on Epipolar Geometry and Optic Slow February 17, 2020 Computations on Hyperbolic Geometry April 10, 2020 Spectral Graph Theory and Segmentation April 22, 2020 Note on Laplacian Operator (Diffusion) in Geometry Processing May 08, 2020 Note on Bayesian Optimization July 01, 2020 Note on Gaussian Process July 01, 2020 Note on Non-Parametric Regression October 13, 2020 Note on Invariance and Stable Manifold April 09, 2021 Note on Nonlinear Dynamic System April 09, 2021 Note on Lyapnov Stability Theory April 09, 2021 Note on Bifurcation Normal Form May 09, 2021 Note on Feedback Stablization May 10, 2021 Art in Hyperbolic Space April 11, 2020 AI for Texas Hold'em January 02, 2021 Geometry of Generative Adversarial Networks March 26, 2021 matlab How to translate matlab code into python (numpy) September 10, 2018 Multi-platform Matlab compiling November 03, 2019 Computer Graphics Environment in Matlab November 14, 2019 Note on Matlab and Python (matplotlib) Plotting system January 20, 2020 Handling and Printing Parameters in matlab March 03, 2020 Transporting Data Between Matlab, Python April 26, 2020 Hybrid Programming Matlab and Python May 15, 2020 GUI programming in Matlab May 16, 2020 Julia for Matlab and Python Users (Updating) October 15, 2021 Visualizing Wormhole Distortion of Spacetime June 10, 2018 Memory Note on Forms of Memory October 01, 2019 Note on Hippo- Recurrent Memory with Optimal Polynomial Projection July 25, 2022 ML Note on Bayesian Optimization July 01, 2020 Note on Gaussian Process July 01, 2020 Note on Non-Parametric Regression October 13, 2020 Note on Word2Vec November 27, 2020 Note on Hopfield Network November 15, 2021 Note on Modern Hopfield Network and Transformers November 15, 2021 Training GAN to Model Monkey Face Space June 09, 2021 Train Agents to Play 2048 April 27, 2022 Text Guided Art Generation with Latent Diffusion May 08, 2022 MLE Note on EM algorithm and likelihood lower bound May 13, 2022 monkeylogic Scene Programming in MonkeyLogic2 October 13, 2020 Movie 进击的巨人(Attack on Titan) 观剧手记 August 14, 2019 multi-platform Multi-platform Matlab compiling November 03, 2019 Neural Circuit This Week's Learning about Brain 3 Hard Wired Olfactory Responce November 25, 2018 This Week's Learning about Brain 2 Frequency Tuning of Hair Cell October 17, 2018 Neural Dynamics Note on Cortical Waves May 06, 2020 Neural Networks Understanding of Adversarial Attack January 07, 2020 Neural Tuning Note on Neural Tuning and Information August 24, 2020 neuro-model Probabilistic Models of Neural Population April 16, 2022 Neuroscience 真理的不同层级 (Updated) August 15, 2019 Note on Computation by Synaptic Plasticity June 24, 2019 Note on Behavioral Study August 28, 2019 Note on Animal Perception September 12, 2019 Note on Forms of Memory October 01, 2019 Note on Categorization and Concepts October 24, 2019 Note on Visual Imagery November 05, 2019 Note on Cortical Waves May 06, 2020 Note on Neural Tuning and Information August 24, 2020 Common Statistical Problems in Neural Data Analysis (Updating) July 01, 2019 MTurk 101 November 21, 2020 Control by Optimization in Biological Neural Network June 10, 2019 neuroscience How to Parse Anatomical/Physiological Terms in Latin/Greek September 07, 2019 NLP Note on Word2Vec November 27, 2020 Numerical Algebra Krylov Subspace, Conjugate Gradient and Lancosz Iteration January 01, 2020 Numerical Method Note on Algorithm for Non-Negative Matrix Factorization June 25, 2019 Note on Online Linear Regression Algorithm December 15, 2019 Object Recognition Note on Fragment Based Object Recognition September 25, 2019 ODE Note on Variants of Diffusion Scheduler, DDPM DDIM PNDM January 16, 2023 Olfactory System This Week's Learning about Brain 3 Hard Wired Olfactory Responce November 25, 2018 Optimization Derivative Free Optimization Method (Based Feature Visulization) Notes 1 September 09, 2018 Constrained CMA-ES Algorithm June 20, 2019 Note on Optimization on Manifold September 29, 2019 LBFGS Algorithm November 11, 2019 Krylov Subspace, Conjugate Gradient and Lancosz Iteration January 01, 2020 Note on Hessian Aware Zeroth Order Optimization Framework January 21, 2020 Note on Bayesian Optimization July 01, 2020 Control by Optimization in Biological Neural Network June 10, 2019 optimization Note on Feature Visualization (Updating) September 17, 2019 Page Gallery December 03, 2023 Portfolio December 03, 2023 PCA PCA of High Dimensional Trajectory January 22, 2022 Perception Note on Epipolar Geometry and Optic Slow February 17, 2020 personal writing Alignment Of Objective In Evolution February 16, 2021 A Model of Persistency January 15, 2021 人间失格 读书札记 January 13, 2020 真理的不同层级 (Updated) August 15, 2019 2019 台湾纪行 August 14, 2019 进击的巨人(Attack on Titan) 观剧手记 August 14, 2019 Some principles to establish a lifestyle May 30, 2018 Antithesis March 17, 2017 Philosophy Alignment Of Objective In Evolution February 16, 2021 真理的不同层级 (Updated) August 15, 2019 进击的巨人(Attack on Titan) 观剧手记 August 14, 2019 This Week's Learning about Brain 4 看得见还是看不见, 这是一个问题——视觉意识的神经相关物 (To see or not to see, that's a question) July 02, 2019 This Week's Learning about Brain 3 Hard Wired Olfactory Responce November 25, 2018 Some principles to establish a lifestyle May 30, 2018 This Week's Learning about Brain 4 看得见还是看不见, 这是一个问题——视觉意识的神经相关物 (To see or not to see, that's a question) July 02, 2019 Physics 真理的不同层级 (Updated) August 15, 2019 Visualizing Wormhole Distortion of Spacetime June 10, 2018 Politics 2019 台湾纪行 August 14, 2019 presentation Procedurally Generating Slides from Script April 03, 2020 Show Animation in PDF Through Latex April 26, 2020 Probabilistic Programming Note on Variational Inference (Updating) July 27, 2020 probability Note on Equivalent Score Matching Objective June 20, 2022 Probability AI for Texas Hold'em January 02, 2021 productivity Publishing and Using Pretrained model through `Torch.hub` June 03, 2020 programming languages Julia for Matlab and Python Users (Updating) October 15, 2021 psychology MTurk 101 November 21, 2020 psychophysics JavaScript + HTML Programming 101 (Updating) November 21, 2020 MTurk 101 November 21, 2020 python How to translate matlab code into python (numpy) September 10, 2018 Understanding conda and python package management (Updating) July 25, 2019 Note on Pandas December 10, 2019 Note on Matlab and Python (matplotlib) Plotting system January 20, 2020 Procedurally Generating Slides from Script April 03, 2020 Transporting Data Between Matlab, Python April 26, 2020 Importing Geometry from Google Map to Blender April 29, 2020 Hybrid Programming Matlab and Python May 15, 2020 Julia for Matlab and Python Users (Updating) October 15, 2021 Python Dynamic Visualization in Python November 17, 2019 random process PCA of High Dimensional Trajectory January 22, 2022 reading 人间失格 读书札记 January 13, 2020 Recurrent Note on Hippo- Recurrent Memory with Optimal Polynomial Projection July 25, 2022 Recursion Analytical Techniques for Finding Spectrum of Tridiagonal Toeplitz Matrix February 04, 2022 Reinforcement Learning A Model of Persistency January 15, 2021 reinforcment learning Note on Deep Reinforcement Learning March 18, 2020 Note on MinMax Game May 18, 2020 Representation Learning Note on Word2Vec November 27, 2020 Note on Modern Hopfield Network and Transformers November 15, 2021 reproducibility Publishing and Using Pretrained model through `Torch.hub` June 03, 2020 RL Alignment Of Objective In Evolution February 16, 2021 A Model of Persistency January 15, 2021 Train Agents to Play 2048 April 27, 2022 RNN Note on Hopfield Network November 15, 2021 Note on Modern Hopfield Network and Transformers November 15, 2021 Note on Hippo- Recurrent Memory with Optimal Polynomial Projection July 25, 2022 Science 真理的不同层级 (Updated) August 15, 2019 SDE Note on Variants of Diffusion Scheduler, DDPM DDIM PNDM January 16, 2023 segmentation Spectral Graph Theory and Segmentation April 22, 2020 Sensory Neuroscience Note on Neural Tuning and Information August 24, 2020 Sensory System This Week's Learning about Brain 4 看得见还是看不见, 这是一个问题——视觉意识的神经相关物 (To see or not to see, that's a question) July 02, 2019 This Week's Learning about Brain 3 Hard Wired Olfactory Responce November 25, 2018 This Week's Learning about Brain 2 Frequency Tuning of Hair Cell October 17, 2018 This Week's Learning about Brain 4 看得见还是看不见, 这是一个问题——视觉意识的神经相关物 (To see or not to see, that's a question) July 02, 2019 Sequence Model Note on S4-Efficiently Modeling Long Sequences with Structured State Spaces July 17, 2022 Note on Hippo- Recurrent Memory with Optimal Polynomial Projection July 25, 2022 shell Learning CMD / Shell Scripting in Windows April 29, 2020 Statistical Learning Note on Belief Propagation Algorithm (Updating) May 18, 2019 Constrained CMA-ES Algorithm June 20, 2019 Note on Algorithm for Non-Negative Matrix Factorization June 25, 2019 LBFGS Algorithm November 11, 2019 Note on Online Linear Regression Algorithm December 15, 2019 Note on Bayesian Optimization July 01, 2020 Note on Gaussian Process July 01, 2020 Note on Variational Inference (Updating) July 27, 2020 Note on Non-Parametric Regression October 13, 2020 Note on Word2Vec November 27, 2020 Note on Hopfield Network November 15, 2021 Note on Modern Hopfield Network and Transformers November 15, 2021 Note on Kernel Ridge Regression December 17, 2021 Note on Kernel PCA March 21, 2022 Probabilistic Models of Neural Population April 16, 2022 Note on Diffusion Generative Models May 09, 2022 Note on EM algorithm and likelihood lower bound May 13, 2022 Note on Equivalent Score Matching Objective June 20, 2022 Note on S4-Efficiently Modeling Long Sequences with Structured State Spaces July 17, 2022 Statistics Some Computation on Sphere October 13, 2019 Brief Note on Online Correlation Computation May 22, 2020 Note on Bayesian Optimization July 01, 2020 Note on Gaussian Process July 01, 2020 Note on Neural Tuning and Information August 24, 2020 Note on Non-Parametric Regression October 13, 2020 statistics Probabilistic Models of Neural Population April 16, 2022 tech note Note on Belief Propagation Algorithm (Updating) May 18, 2019 Constrained CMA-ES Algorithm June 20, 2019 Note on Algorithm for Non-Negative Matrix Factorization June 25, 2019 Note on Optimization on Manifold September 29, 2019 Some Computation on Sphere October 13, 2019 LBFGS Algorithm November 11, 2019 Note on Online Linear Regression Algorithm December 15, 2019 Comparison of Major Deep Learning Frameworks (Updating) December 18, 2019 Krylov Subspace, Conjugate Gradient and Lancosz Iteration January 01, 2020 Note on Hessian Aware Zeroth Order Optimization Framework January 21, 2020 Computations on Hyperbolic Geometry April 10, 2020 Spectral Graph Theory and Segmentation April 22, 2020 Note on Laplacian Operator (Diffusion) in Geometry Processing May 08, 2020 Brief Note on Online Correlation Computation May 22, 2020 Note on Bayesian Optimization July 01, 2020 Note on Gaussian Process July 01, 2020 Note on Variational Inference (Updating) July 27, 2020 Note on Non-Parametric Regression October 13, 2020 Note on Word2Vec November 27, 2020 Note on Hopfield Network November 15, 2021 Note on Modern Hopfield Network and Transformers November 15, 2021 Note on Kernel Ridge Regression December 17, 2021 Note on Kernel PCA March 21, 2022 Note on Diffusion Generative Models May 09, 2022 Note on EM algorithm and likelihood lower bound May 13, 2022 Note on Equivalent Score Matching Objective June 20, 2022 Note on S4-Efficiently Modeling Long Sequences with Structured State Spaces July 17, 2022 Note on Hippo- Recurrent Memory with Optimal Polynomial Projection July 25, 2022 Note on Variants of Diffusion Scheduler, DDPM DDIM PNDM January 16, 2023 Math Intensive Github Blog Construction September 10, 2018 Automatic Behavioral Quantification Pipeline November 17, 2018 Note on Automatic 3D Instance Segmentation Pipeline December 09, 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