Berkeley: Modular Neural Networks for Complex Reasoning

Berkeley: Modular Neural Networks for Complex Reasoning

New Intelligence Compilation Source: bair.berkeley.edu Author: Jacob Andreas Translator: Liu Xiaoqin [New Intelligence Guide]This article is the first technical blog post published by the Berkeley Artificial Intelligence Research (BAIR) lab, detailing the role of Neural Module Networks (NMNs) in complex reasoning tasks and their advantages and challenges compared to other methods. Open the New Intelligence … Read more

DeepMind AI Relation Reasoning Surpasses Humans: Plug-and-Play Deep Neural Network Module

DeepMind AI Relation Reasoning Surpasses Humans: Plug-and-Play Deep Neural Network Module

New Intelligence Source Compilation Source: deepmind.com; arXiv.org Translator: Wenqiang 【New Intelligence Source Guide】DeepMind today published an official blog introducing their two latest papers, claiming that both have shown promising results in understanding the challenge of “relation reasoning”. One is the Visual Interaction Network (VIN), which can predict the positions of various objects in a visual … Read more

Batch Normalization and Accelerating Training in C++

Batch Normalization and Accelerating Training in C++

Introduction: The Wonderful Collision of C++ and Neural Networks Today, the wave of AI is sweeping across the globe, from facial recognition payments to intelligent voice assistants, from precise medical imaging diagnosis to self-driving cars, the presence of neural networks is ubiquitous. It has become the core engine driving these innovative applications. In the realm … Read more

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