Memory Courses

tinyML

What Can In-memory Computing Deliver and What Are the Barriers - tinyML Summit 2019

Explore in-memory computing's potential and challenges in tinyML, focusing on overcoming the memory wall, tradeoffs, and future developments in charge-domain analog computation.

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

Robert Feranec

Setting Up DDR4 Memory Simulation - ADS - with Vandana Wylde

Learn to set up and troubleshoot DDR4 memory simulations using ADS software, covering board import, stackup configuration, LPDDR4 simulation setup, and result analysis.

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

David Shapiro ~ AI

Fixing "Goldfish Memory" With GPT-3 and External Sources of Information in a Chatbot

Explore advanced chatbot development techniques, including external information integration, cognitive architecture, and debugging. Learn about particle physics concepts through AI-powered conversations.

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

David Shapiro ~ AI

Fixing "Goldfish Memory" with GPT-3 and External Sources of Information in a Chatbot

Explore techniques to enhance chatbot memory using GPT-3 and external information sources, improving long-term conversations and information retrieval for more intelligent and context-aware AI interactions.

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

David Shapiro ~ AI

RAVEN Dream Sequence - Memory Consolidation and Insight Extraction for AGI or Cognitive Architecture

Explore RAVEN's dream sequence for AGI, focusing on memory consolidation and insight extraction. Learn about cognitive architectures and the potential of AI dream-like processes.

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

tinyML

Novel Device and Materials in Emerging Memory for Neuromorphic Computing

Novel devices and materials for emerging memory in neuromorphic computing, focusing on innovative approaches to enhance computing performance, energy efficiency, and reliability at the nanoscale.

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

tinyML

Make the Signal Chain More Intelligent and Efficient with Mixed Signal Processing and In-Memory Computing

Innovative signal processing architecture using mixed-signal and in-memory computing for improved efficiency, reduced power consumption, and lower costs in AI and IoT applications.

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

tinyML

In-memory Computing and Dynamic Vision Sensors for Internet of Video Things

Exploring neuromorphic technologies, dynamic vision sensors, and in-memory computing for energy-efficient IoT video applications, with focus on innovative solutions for intelligent transportation and unattended ground sensors.

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

tinyML

On-Device Learning Under 256KB Memory - Challenges and Solutions for IoT Devices

Explore on-device learning for IoT devices with limited memory. Learn techniques for efficient model adaptation, quantization-aware scaling, and sparse updates to enable continuous learning on tiny hardware.

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

tinyML

Programmable In-Memory Computing Accelerator with 100 SRAM IMC Macros

Explore programmable in-memory computing accelerators for efficient deep neural network processing, featuring 100 SRAM IMC macros and innovative architecture design for improved energy efficiency.

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

tinyML

TinyML Talks - SRAM Based In-Memory Computing for Energy-Efficient AI Inference

Explore SRAM-based in-memory computing for energy-efficient AI inference, covering bitcell circuits, architectures, and design optimization for improved performance in low-power processors.

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

tinyML

Memory-Efficient, Limb Position-Aware Hand Gesture Recognition Using Hyperdimensional Computing

Memory-efficient hand gesture recognition using hyperdimensional computing and sensor fusion. Improves accuracy by 17.79% while reducing memory footprint, addressing limb position changes for human-machine interfaces and prosthetics.

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

Playful Technology

Arduino-Based Escape Room Puzzle: Creating a Colour Sequence Memory Game

Learn to create an Arduino-based escape room puzzle inspired by "Keep Talking and Nobody Explodes." Build a memory game with color-changing LEDs, buttons, and displays, perfect for challenging players' coordination and cooperation.

• YouTube
• 1 hour 2 minutes
• On-Demand
• Free Video

Tech with Tim

Rust Tutorial - Memory Management, Heap & Stack

Comprehensive introduction to Rust memory management, covering stack and heap concepts. Provides foundational knowledge for understanding more complex memory-related topics in Rust programming.

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

Brian Advent

iOS Swift Game Tutorial - Create a Fun Sound Memory Game

Learn to create an engaging sound memory game for iOS using Swift and UIKit, covering audio integration, button functionality, and game logic implementation.

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