Depthwise Separable Convolution 11-08-2021 11-08-2021 blog 7 minutes read (About 1018 words)Reducing Memory and Math Bandwidth Requirements for Convolution Deep Learning, Mathematics Read More
2D Line Mathematics Using Homogeneous Coordinates 11-01-2021 11-01-2021 blog 6 minutes read (About 880 words)Computing 2D Line and 2D Line Intersection Using Cross-Product Mathematics Read More
Multi-Thread Single-Stream VS Single-Thread Multi-Stream CUDA 10-18-2021 05-12-2022 blog 13 minutes read (About 1946 words)CUDA Programming Choices for CUDA Stream Deep Learning, Mathematics, CUDA, High Performance Computing, Computer Architecture, Parallel Computing Read More
Math-Bound VS Memory-Bound Operations 10-11-2021 09-18-2023 blog 8 minutes read (About 1188 words)Computation Bandwidth, Memory Bandwidth, and Data Reuse Deep Learning, Mathematics, Computer Architecture Read More
Fast Fourier Transform for Convolution 10-04-2021 09-20-2022 blog 9 minutes read (About 1346 words)Understand Asymptotically Faster Convolution Using Fast Fourier Transform Deep Learning, Mathematics Read More
Cross-Correlation VS Convolution 09-27-2021 09-27-2021 blog 6 minutes read (About 903 words)A Historical Ambiguity in Deep Learning Deep Learning, Mathematics Read More
Cosine Similarity VS Pearson Correlation Coefficient 09-22-2021 09-22-2021 blog 4 minutes read (About 559 words)Definitions and Caveats for Cosine Similarity and Pearson Correlation Coefficient Mathematics Read More
Maximum Likelihood Estimation VS Maximum A Posteriori Estimation 07-02-2021 07-02-2021 blog 6 minutes read (About 941 words)MLE VS MAP Mathematics, Optimization Read More
Hessian Matrix of Convex Functions 06-24-2021 06-23-2023 blog 19 minutes read (About 2922 words)Verification of Convex Functions using Hessian Matrix Mathematics, Optimization Read More
Taylor Theorem 06-23-2021 06-23-2021 blog 19 minutes read (About 2824 words)The Univariate and Multivariate Taylor Theorem Mathematics Read More
Higher-Order Differentials 06-22-2021 06-22-2021 blog 15 minutes read (About 2295 words)The Univariate and Multivariate Higher-Order Differentials Mathematics Read More
Factorization Theorem for Bayesian Networks 03-22-2021 03-22-2021 blog 10 minutes read (About 1470 words)I-Map to Factorization and Factorization to I-Map Mathematics, Probabilistic Graphical Model, Bayesian Networks Read More