Mixed Precision Computation of Neural Network Models in C++

Mixed Precision Computation of Neural Network Models in C++

Introduction: The Rise of AI and Mixed Precision Computation In recent years, AI has become one of the hottest topics in the tech field, from intelligent voice assistants to image recognition software, from autonomous vehicles to precise medical diagnostics, AI is omnipresent, profoundly changing our lives and work methods. Behind this AI boom is the … Read more

Visualization and Analysis Tools for Neural Network Models in C++

Visualization and Analysis Tools for Neural Network Models in C++

Introduction: Entering the World of Neural Network Visualization In today’s technological wave, neural networks are undoubtedly a shining star, driving artificial intelligence to expand its horizons across various fields with their powerful learning and prediction capabilities. From image recognition, voice interaction, to intelligent driving, the presence of neural networks is ubiquitous. In the development and … Read more

In-Depth Introduction to NVIDIA Jetson Products

In-Depth Introduction to NVIDIA Jetson Products

This article is organized from NVIDIA’s 2024 GTC lecture. Now, let’s dive deep into our Jetson platform. These are our Jetson Orin modules, and we have seven different modules covering the entire range from entry-level to high performance. The best part is that, unlike before, we have adopted a SOC (System on Chip) architecture across … Read more

How NVIDIA Jetson NANO Enhances Soybean Yield

How NVIDIA Jetson NANO Enhances Soybean Yield

Soybeans are one of the world’s major oilseed crops and are the primary raw materials for producing protein and oil. They are widely cultivated around the world and are often used to make soybean products. To ensure the continuous growth of soybean yield, more high-quality seeds are needed for planting. Therefore, effectively screening excellent soybean … Read more

Independent Artist Dagu Spitzer Explores PaddleGAN

Independent Artist Dagu Spitzer Explores PaddleGAN

Once praised by the “father of convolutional networks” Yann LeCun as “one of the most interesting ideas in computer science over the past decade”, GANs – Generative Adversarial Networks – have become one of the most popular deep learning algorithms in recent years, capturing the attention of AI researchers worldwide. The popularity of GANs stems … Read more

Physiological Signal Recognition of Emotional Activities with MATLAB

Physiological Signal Recognition of Emotional Activities with MATLAB

Electroencephalography (EEG) and electrocardiography (ECG) not only reflect physiological activity but can also predict brain age and identify specific mental activities. As the importance of their complex features becomes increasingly prominent, MATLAB, as a powerful signal processing tool, is gaining favor among researchers. Written by Wu Dake Edited by Wei Xiao A study published in … Read more

ICLR 2020 | Simplifying Cryptographic Algorithms: SJTU’s Approach to Privacy in Mid-Level Features Using Complex Neural Networks

ICLR 2020 | Simplifying Cryptographic Algorithms: SJTU's Approach to Privacy in Mid-Level Features Using Complex Neural Networks

Machine Heart Report Machine Heart Editorial Team The top AI conference ICLR 2020 will be held on April 26 in Addis Ababa, Ethiopia. Among the final 2594 submitted papers, 687 were accepted, with an acceptance rate of 26.5%. This article introduces a paper accepted by the team of Zhang Quanshi from Shanghai Jiao Tong University … Read more

Embedded Machine Learning (TinyML) Practical Tutorial

Embedded Machine Learning (TinyML) Practical Tutorial

Introduction: This issue is the AI Briefing for 20210219, bringing you 8 news articles. The first wave after the Spring Festival is here, spring has come, and work resumes! New year, new atmosphere, and I hope everyone pays more attention to the community, where more exciting content awaits you! This article has a total of … Read more

NVIDIA Jetson Nano Beginner’s Handbook: A Fearless Adventure

NVIDIA Jetson Nano Beginner's Handbook: A Fearless Adventure

Jetson UsersExclusive Thank youfor bringingusvarious surprises [Preface] This article has actually been published multiple times on our official account. Whenever NVIDIA releases embedded products, I feel it’s necessary for users to take a look before deciding to purchase. Since the release of NVIDIA’s first embedded development kit, Jetson TK1, Jipu Xun has established a user … Read more

NVIDIA Jetson TX2 Beginner’s Guide: Run Classic Programs in 30 Minutes

NVIDIA Jetson TX2 Beginner's Guide: Run Classic Programs in 30 Minutes

This article is dedicated to Jetson TX2 users who are new to GPU development (if you’re not familiar with Ubuntu, I generally suggest that you learn it on your computer before diving into TX2). These users are often eager but have no idea where to start. When you receive our Jetson TX2 development kit, it … Read more