Data-Driven Science and Engineering
Explora técnicas avanzadas de aprendizaje automático, sistemas dinámicos y control con ejemplos prácticos en Matlab y Python, basados en el libro "Data-Driven Science and Engineering" de Brunton y Kutz.
The Fast Fourier Transform - Efficient Algorithm for Signal Processing
Dive into the Fast Fourier Transform, exploring its efficiency over the Discrete Fourier Transform and understanding the crucial Butterfly algorithm in signal processing.
Linear Algebra
Comprehensive exploration of linear algebra concepts, including SVD, Fourier analysis, and compressed sensing, with practical applications and coding examples in MATLAB and Python.
Understanding the Discrete Fourier Transform - Week 14
Explore Discrete Fourier Transform using Julia, from basic concepts to implementation. Compare DFT with Fast Fourier Transform, analyze sounds, and understand computational complexity.
But What Is a Convolution?
Explore the concept of convolution in mathematics, from probability to image processing and FFTs, with clear explanations and engaging animations.
Fast Fourier Transforms and Audio
Explore Fast Fourier Transforms and their application in audio processing, covering theory, implementation in MATLAB, and practical examples like noise filtering and spectrograms.
Discrete Fourier Transform Explained Easily
Explore the Discrete Fourier Transform's adaptation for digital signals, its visual interpretation, and practical hacks for time and frequency domains in audio signal processing.
Numerical Solutions to PDEs Using FFT
Explore numerical solutions to partial differential equations using Fast Fourier Transform, with practical examples and MATLAB code for efficient implementation and analysis.
Fast Fourier Transform - Lecture 7c of CS Theory Toolkit
Explore the Fast Fourier Transform algorithm and its application in efficient integer multiplication, with insights from a CMU graduate-level computer science theory course.
Sparse Fourier Transform Algorithm for Real-Time Applications
Explore real-time applications of Sparse Fourier Transform, including spectrum sensing and wireless networks, with algorithms for efficient signal processing and sparse recovery.
How Are the Fourier Series, Fourier Transform, DTFT, DFT, FFT, LT and ZT Related?
Comprehensive exploration of Fourier analysis techniques, from series to transforms, explaining relationships and applications in signal processing and communications.
FFT and Image Compression
Explore FFT-based image compression techniques, including natural image analysis, compression algorithms, and practical examples for efficient data representation.
Fast Evaluation of Real and Complex Polynomials
Explore efficient techniques for evaluating real and complex polynomials, enhancing computational skills in mathematical analysis and numerical methods.
Equivariant Scalar Fields for Molecular Docking with Fast Fourier Transforms
Explore machine learning-accelerated molecular docking using equivariant scalar fields and fast Fourier transforms for efficient drug discovery and virtual screening.
Solving PDEs in Matlab Using FFT
Learn to solve partial differential equations efficiently using Fast Fourier Transform in MATLAB, enhancing your engineering mathematics skills for advanced problem-solving.
Rewriting Scientific Computing Tools in Rust - Challenges and Lessons Learned
Exploring Rust's potential in scientific computing by rewriting linear algebra, complex functions, and FFT from Octave. Discusses challenges, benefits, and lessons learned in improving scientific tools.
LED Programming with Arduino - Class 4
Explore advanced LED programming techniques with Arduino, including XY matrix, noise with palettes, pixel art, Fast Fourier Transform, and sound visualization for creative installations.
The Fast Fourier Transform - Most Ingenious Algorithm Ever?
Explore the Fast Fourier Transform algorithm through polynomial multiplication, discovering its efficiency in converting between coefficient and value representations for complex calculations.
Digital Signal Processing with Swift
Explore digital signal processing in Swift using Apple's Accelerate framework. Learn to detect audio frequencies with Fast Fourier Transforms through an interactive demo on audio sampling rates.
Modular Chiplet Opportunities for High-Performance Computing
Explore how chiplet-based specialized accelerators can revolutionize High-Performance Computing (HPC) systems to overcome Moore's Law limitations and deliver enhanced scientific computing performance.
Fast Fourier Transform (FFT) of Time Series in Kafka Streams
Explore digital signal processing with Kafka Streams, transforming time-domain signals to frequency domain using FFT. Learn to build a precise frequency alert system and visualize results in real-time.