TinyEngine - Efficient Training and Inference on Microcontrollers - Lecture 17
Explore TinyEngine library for efficient neural network training and inference on microcontrollers. Learn techniques to optimize deep learning for resource-constrained devices.
On-Device Training and Transfer Learning - Lecture 15
Explore on-device training and transfer learning techniques, focusing on memory bottlenecks, efficient algorithms like TinyTL, and system support for optimized on-device training.
On-Device Training and Transfer Learning - Lecture 15
Explore on-device training and transfer learning techniques, focusing on memory bottlenecks, efficient algorithms like TinyTL, and system support for optimized on-device training.
TinyEngine - Efficient Training and Inference on Microcontrollers - Lecture 17
Explore TinyEngine library for efficient neural network training and inference on microcontrollers. Learn techniques to optimize deep learning for resource-constrained devices.
MCUNet: TinyML on Microcontrollers - Lecture 10
Explore MCUNet for TinyML on microcontrollers, covering efficient neural architecture design and deployment strategies for resource-constrained devices.
MCUNet: TinyML on Microcontrollers - Lecture 10
Explore MCUNet for TinyML on microcontrollers, covering efficient neural architecture design and deployment strategies for resource-constrained devices.
TinyEngine and Parallel Processing - Lecture 11
Explore TinyEngine and parallel processing techniques for efficient machine learning on resource-constrained devices, enhancing performance and reducing energy consumption.
Embedded Asynchronous Abstraction C++ - Implementing Senders and Receivers Without an OS
Explore implementing senders and receivers for asynchronous work in embedded systems without an OS. Learn about P2300, concurrent behavior, and zero-cost abstractions for microcontrollers.
Incorporating PIR Motion Sensors with Arduino Uno R4 WiFi - Lesson 43
Learn how to integrate PIR motion sensors with Arduino to detect warm moving objects, perfect for creating reliable alarm systems and motion-activated projects.
Arduino Transistor Tutorial - Using Transistors as Switches for High-Current Components - Lesson 42
Learn how to safely control high-current components like buzzers and motors using transistors with Arduino R4, protecting GPIO pins while expanding project possibilities.
Binary Counter with Reset Using PIO State Machine on Raspberry Pi Pico W - Lesson 95
Master PIO state machines on Raspberry Pi Pico W by building a binary counter with reset functionality using LED displays and button inputs, all implemented through hardware-level programming.
Setting Up STM32MP1 as AWS Greengrass V2 Core Device
Master the configuration of STM32MP135 DK for AWS Greengrass V2, including automated IoT setup, IAM roles, PKCS#11 key management, and secure service deployment for IoT solutions.
Monitoring Two Buttons on the Raspberry Pi Pico W PIO State Machine - Lesson 94
Learn to monitor multiple GPIO pins and buttons using Raspberry Pi Pico's PIO State Machines, implementing efficient input reading and conditional branching in MicroPython.
Incorporating an Active Buzzer Into Arduino Projects Using Transistors - Lesson 42
Learn how to safely integrate active buzzers with Arduino using transistors, enabling control of high-current components while protecting GPIO pins from damage through practical circuit building.
Video Storage Toolkit with Metropolis Microservices for Jetson - Overview and Installation
Comprehensive guide to NVIDIA's Video Storage Toolkit for Jetson, covering installation, usage, code samples, and debugging. Ideal for developers working on edge AI applications with video management needs.
Playing Music on Arduino with a Passive Buzzer - Lesson 44
Master creating musical tones and simple melodies using Arduino and a passive buzzer through transistor-driven circuits and frequency programming fundamentals.
Custom DIY Keyboard Design and Build: PCB Component Placement - Part 3
Master PCB component placement techniques for custom keyboard design, focusing on RP2040 microcontroller integration, USB-C connectivity, LED implementation, and proper component positioning for optimal functionality.
Component Model in Software Defined Vehicles
Discover how component models enable seamless software migration across cloud services and vehicle microcontrollers, while supporting multi-language development and efficient cloud testing for automotive applications.
WebAssembly for IoT Devices - Interfacing with USB and I2C Hardware
Discover how to leverage WebAssembly for IoT development, control USB and I2C devices, and implement embedded device drivers while exploring performance implications and future possibilities.
Cracking the Furby Code: The Path to Evolve an Icon
Discover the fascinating journey of reverse engineering the iconic Furby toy, exploring its hardware, software, and how modern technology can unlock its full potential for creative modifications and reanimation.
Intellectual Property Exposure: Subverting and Securing Intellectual Property Encapsulation in Texas Instruments Microcontrollers
Explore security vulnerabilities in Texas Instruments MSP430 microcontrollers' IPE technology and learn practical attack scenarios plus proposed hardware solutions for enhanced protection.