Distributed Training and Gradient Compression - Part I - Lecture 13
Explore distributed training of neural networks, focusing on data parallelism and model parallelism techniques for efficient machine learning on resource-constrained devices.
Distributed Training and Gradient Compression - Part I - Lecture 13
Explore distributed training of neural networks, focusing on data parallelism and model parallelism techniques for efficient machine learning on resource-constrained devices.
MCUNet: Tiny Neural Network Design for Microcontrollers - Lecture 11
Explore algorithm and system co-design for tiny neural network inference on microcontrollers, focusing on TinyML, TinyNAS, and TinyEngine for efficient deep learning applications.
MCUNet: Tiny Neural Network Design for Microcontrollers - Lecture 11
Explore algorithm and system co-design for tiny neural network inference on microcontrollers, focusing on TinyML, TinyNAS, and TinyEngine for efficient deep learning applications.
Quantization in Neural Networks - Lecture 5
Explore neural network quantization, including numeric data types, K-means-based quantization, and linear quantization for efficient deep learning on resource-constrained devices.
Robotic Design Workflow Using ZBrush and Maya
Master the art of robotic design through Maya's SubD modeling and ZBrush sculpting techniques, creating detailed mechanical characters and components with professional workflows.
Pop-Up Classes - Physics Learning Above and Beyond the Usual
Discover innovative physics education through pop-up classes, offering unique opportunities beyond traditional curricula. Learn to implement these low-investment, high-impact courses at your institution.
Building Wired RF Test Setups for Cellular Networks
Explore wired RF test setups for cellular networks, covering essential techniques and equipment for effective testing and troubleshooting in telecommunications infrastructure.
FR - HR - EFR Voice Codecs in Osmocom RAN
Explore FR/HR/EFR voice codecs in Osmocom RAN, covering implementation, challenges, and future developments in mobile network technology.
Pre-Stuxnet, Post-Stuxnet - Everything Has Changed, Nothing Has Changed
Explore the impact of Stuxnet on cybersecurity, revealing vulnerabilities in critical infrastructure and the shift in focus from IT networks to operational systems and national security concerns.
How to Make Custom ESP32 Box in 1 Hour - Full Tutorial
Learn to design and 3D print a custom box for ESP32 boards, covering 3D modeling, dimensions, features like USB openings and LED light pipes, and practical assembly techniques.
RFID Security Research - Early Insights and Implications
Early RFID security research by Adam Laurie, exploring vulnerabilities in RFID passports and predicting the need for RFID-blocking wallets. A pioneering look at RFID technology's security implications.
Using Basic Logic Gates - With and Without Arduino
Explore basic logic gates, their families, and practical applications. Learn to emulate gates with Arduino and build a simple intruder alarm combining hardware and software.
Mechanical Build of the Upper Deck of the Elegoo Smart Car
Learn to assemble the upper deck of an Elegoo Smart Car, including Arduino setup, ultrasonic sensor installation, and proper wiring techniques for a functional robotic vehicle.
Building an Epic DIY 3D Printer - Voron 2.4 with Mods
Comprehensive guide to building a high-speed Voron 2.4 3D printer, covering assembly, CoreXY kinematics, advanced features like Quad Gantry Leveling, and performance-enhancing modifications.
Building a Selective Laser Sintering -SLS- 3D Printer
Comprehensive guide to building and understanding Selective Laser Sintering 3D printers, covering components, assembly, calibration, materials, and comparing SLS to traditional 3D printing methods.
Prototyping in Mechanical Engineering - Class 3
Explore fabrication techniques in mechanical engineering, covering additive and subtractive manufacturing, forming processes, and essential tools for prototyping and design implementation.
Money-Coin Counter Using Computer Vision
Learn to build a computer vision system that accurately counts and identifies money and coins using OpenCV, covering setup, image processing, object detection, and color analysis.
From Bulb to C# - How Does Computer Work
Explore computer architecture from basic components to modern systems, understanding how hardware and software interact to create powerful computing devices.
The Genius of the RISC-V Microprocessor
Explore RISC-V's innovative architecture, its impact on the industry, and how it compares to x86 and ARM processors. Learn about compressed instruction sets, macro-fusion, and micro-operations.
Agile Embedded Development Under Regulatory Constraints
Strategies for balancing agile methods with regulatory requirements in embedded systems development, focusing on a SIL2-certified gas detector project and minimizing documentation overhead.