Convolution Courses and Certifications

International Centre for Theoretical Sciences

Convolution and Square on Abelian Groups by Yves Benoist

Explore convolution and square operations on Abelian groups in this advanced mathematics lecture, delving into theoretical concepts and their applications in group theory.

• YouTube
• 1 hour 33 minutes
• On-Demand
• Free Video

Signals and Systems

13 reviews

This course covers the fundamentals of signal and system analysis, focusing on representations of discrete-time and continuous-time signals and representations of linear, time-invariant systems.

• MIT OpenCourseWare
• 20 hours
• On-Demand
• Free Video

Introduction to Convolutions with TensorFlow

A convolution is a filter that passes over an image, processes it, and extracts features that show a commonality in the image. In this lab you'll see how they work, and try processing an image to extract features from it!

• Google Skills
• On-Demand
• Paid Course

Center for Language & Speech Processing(CLSP), JHU

RIR-SF: Room Impulse Response Based Spatial Feature for Multi-channel Multi-talker ASR

Explore a novel spatial feature for multi-channel multi-talker ASR, improving performance in reverberant environments and reducing character error rates by 21.3%.

• YouTube
• 40 minutes
• On-Demand
• Free Video

Great Learning

Computer Vision Tutorial - Image Processing - Convolution Neural Network

This Computer Vision Tutorial will introduce you Computer Vision and take you deep into concepts and practical implementation of the subject.

• YouTube
• 3 hours 14 minutes
• On-Demand
• Free Video

Mark Newman

Convolution and the Fourier Series

Explore convolution and its relation to Fourier series, unraveling complex mathematical concepts through clear explanations and real-world analogies.

• YouTube
• 42 minutes
• On-Demand
• Free Video

Image Filtering, Convolution, and Edge Detection

Explore image processing techniques including filtering, convolution, and edge detection. Learn about derivatives, noise reduction, and various edge detection algorithms for computer vision applications.

• YouTube
• 1 hour 11 minutes
• On-Demand
• Free Video

Steve Brunton

Linear Systems of Differential Equations with Forcing - Convolution and the Dirac Delta Function

Explores linear differential equations with forcing, covering impulse response, Dirac delta function, and convolution integral. Essential for control theory and linear systems analysis.

• YouTube
• 41 minutes
• On-Demand
• Free Video

Manolis Kellis

DNA Language Models and Convolution - Lecture 12

Dive into DNA language models and convolution techniques, exploring advanced computational approaches for analyzing genetic sequences and structures.

• YouTube
• 1 hour 6 minutes
• On-Demand
• Free Video

ADC - Audio Developer Conference

Using Convolution for Archeo-Acoustic Conservation

Explore computational techniques for preserving unique acoustic properties of historical spaces, enhancing heritage conservation through audio technology.

• YouTube
• 31 minutes
• On-Demand
• Free Video

CodeEmporium

Where Did Convolution Networks Come From? - Evolution from Neo-Cognitron to Modern CNNs

Discover the biological origins of convolutional neural networks through Hubel & Wiesel's experiments and the Neo-cognitron, understanding why CNNs use convolution, activation, and pooling.

• YouTube
• 33 minutes
• On-Demand
• Free Video

Instituto de Matemática Pura e Aplicada

Convolution of Periodic Multiplicative Functions and the Divisor Problem

Delve into advanced number theory concepts focusing on periodic multiplicative functions, their convolutions, and applications to the classical divisor problem in mathematics.

• YouTube
• 43 minutes
• On-Demand
• Free Video

ADC - Audio Developer Conference

Perceptual Convolution - Fast and High-Fidelity Combined

Discover how perceptual convolution optimizes audio processing by computing only acoustically important impulse response segments for real-time music production and neural networks.

• YouTube
• 34 minutes
• On-Demand
• Free Video

ADC - Audio Developer Conference

Real-Time FFT Convolution - History and Review

Explore the 60-year evolution of real-time FFT convolution algorithms, from Cooley-Tukey to modern partitioned techniques for audio processing applications.

• YouTube
• 24 minutes
• On-Demand
• Free Video

M-Seminar, Kansas State University

Multiplicative Convolution and Double Shuffle Relations in Multiple Zeta Values

Delve into advanced mathematical concepts exploring multiple zeta values, associator relations, and regularized double shuffle relations through geometric interpretations and Hopf algebra applications.

• YouTube
• 1 hour 19 minutes
• On-Demand
• Free Video