Tag: The neural network

Artificial intelligence (ai)

Take a simple RNN as an example to comb out the training process of neural network

January 25, 2024

by Scott Faulkner

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This task is to predict characters (numbers), so that the neural network to find the following rules of numbers. 1. Build neural network architecture Init...

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Memory for machines: DeepMind’s blockbuster study proposes elastic weight consolidation algorithms

January 25, 2024

by Nichole Pope MD

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Continuouslearning DeepMind published a new study that announced Continual Learning, a method that allows computers to learn continuously without forgetting what they've already learned.

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Five Loss functions that all Machine Learners should know!

January 25, 2024

by Deborah Smith

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In machine learning, all machine learning algorithms are more or less dependent on the process of maximizing or minimizing the objective function. We often call...

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Artificial intelligence (ai)

Deep learning micro major detailed notes 2.1 Dichotomy classification

January 25, 2024

by 張怡安

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Deep learning micro major detailed notes 2.1 Dichotomy classification

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Artificial intelligence (ai)

Facebook translation is all about neural networks

January 25, 2024

by Natalie Gonzalez

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BLEU improved by 11% across all languages through the new neural network

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Artificial intelligence (ai)

[Two of the best in the industry] Princeton’s new algorithm automatically generates high-performance neural networks, while super-efficient compression

January 25, 2024

by Ms. Holly Steele

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The structure of neural network has a very important effect on its performance. The current mainstream search method of neural network structure is still a...

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Neural Network Playground: a Swift based Neural Network Playground

January 25, 2024

by 寧靜怡

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Playground, a Swift based neural network, is open source on GitHub without third party dependence.

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Artificial intelligence (ai)

Train neural networks using Google Colaboratory

January 25, 2024

by 徐柏翰

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Sagar Howal, a data science developer, provides an easy-to-understand example of how to use Google Colaboratory, Google's collaborative development tool for data science and machine...

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Artificial intelligence (ai)

Using RNN to train Seq2Seq is past, CNN is the future?

January 25, 2024

by Anvi Sahota

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The conventional method of seQ2SEQ (sequence to sequence) learning is to convert the input sequence into variable length output sequence with the help of RNN...

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Artificial intelligence (ai)

Neural Network Learning Note 5 — Hyperparameter selection methods

January 25, 2024

by Sara Leach

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This is the way I chose weights and biases before the 10th day of my participation in the Challenge in November, which were normalized to...

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Artificial intelligence (ai)

Practice: Satellite image super-resolution processing technology based on deep learning (I)

January 25, 2024

by Aarav Chaudhuri

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Abstract: Yann Lecun once compared unsupervised learning to the cake and supervised learning to the icing on the cake, claiming that we only know how...

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Artificial intelligence (ai)

Convolutional neural network text classification

January 25, 2024

by Robert Carpenter

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Convolutional neural network (CNN) has made great achievements in the field of image processing. Its convolution and pooling structure can extract image information well, while...

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Artificial intelligence (ai)

From the Inception v1, v2, v3 and v4, RexNeXt to Xception to MobileNets, ShuffleNet, MobileNetV2

January 25, 2024

by Mr. Samuel Richardson

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For Inception V1, the Inceptionmodule structure is mainly proposed (combining 1*1, 3*3, 5*5 CONV and 3*3 pooling). The biggest highlight is the introduction of 1*1...

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CNN network introduction and practice: King of Glory hero image recognition

January 25, 2024

by Kiara Manda

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Welcome to Tencent Cloud community for more technical practice notes. This article is mainly a summary of CS231n course notes, adding some deep Arningbook, Tensorflow...

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Detailed convolutional Neural Network (CNN) application in speech recognition

January 24, 2024

by Dale Cooke-Bishop

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Welcome to Tencent cloud community, access to more Tencent mass technology practice of the work oh ~ Preface summary of the current status of the...

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Artificial intelligence (ai)

Artificial intelligence for more than 60 years

January 24, 2024

by John Gibb

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Most of us know ai mainly from science fiction movies, in which robots have human minds and extraordinary abilities. However, the current reality of artificial...

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Artificial intelligence (ai)

Zhihu pushes into AI with all its might, and the algorithm contest is the first shot to counter Toutiao?

January 24, 2024

by Dr. Ian Little

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And the author | Zhou Xiang zhihu headlines today, can you imagine one day both will a word not just diss to each other? In...

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How many of the top five regression loss functions do you know?

January 24, 2024

by Prerak Agrawal

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The "loss function" is a crucial part of machine learning optimization. L1 and L2 loss functions are familiar to most people. Do you know Huber...

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Artificial intelligence (ai)

RNN is out of favor, reinforcement learning is in the limelight, ICLR 2019 8:00 conference summary

January 24, 2024

by Stanley Watson

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Compiled by Chip Huyen, Heart of the Machine. Organizers of ICLR 2019 stressed the importance of inclusion in AI, and the first two major presentations...

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Artificial intelligence (ai)

JeffDean is doing something with deep learning again: this time upending the entire architecture of computer systems

January 24, 2024

by Jeffrey Rodriguez

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Last month, SysML 2018, a conference on system machine learning sponsored by Jeff Dean, Michael I. Cordan, Fei-Fei Li and LeCun, concluded at Stanford. This...

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Artificial intelligence (ai)

Deep Learning 002- Build and train single-layer neural network models

January 23, 2024

by Jocelyn Morris

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Before we introduced the basic structural unit of neural network - perceptron, now we go up a level, look at the basic structure and training...

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Artificial intelligence (ai)

A new milestone in the field of brain-computer interface: Mental speech, machine interpretation

January 23, 2024

by Madeleine Burton

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Mind reading may really be coming

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Artificial intelligence (ai)

4. Neural networks and deep learning

January 23, 2024

by Trevor Clark

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4. Neural networks and deep learning

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Artificial intelligence (ai)

Pytorch is a quick start, online experience

January 23, 2024

by Saksham Bumb

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This article has an introduction to Pytorch and an online environment that you can experience directly online. Pytorch, Facebook's AI research team, has released a...

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Artificial intelligence (ai)

Deep Learning 003- Build and train deep neural network models

January 23, 2024

by Tracy Crosby MD

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Previously, we explained the single-layer neural network model and found that its structure is simple and difficult to solve some practical and complex problems, so...

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Artificial intelligence (ai)

Is it true that a single-layer perceptron cannot represent an xor gate?

January 23, 2024

by Stephanie Parks

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In fact, the fitting of nonlinear data does not necessarily require the use of multi-layer perceptron. Single-layer perceptron can also complete the fitting by certain...

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Artificial intelligence (ai)

This time, we have all 25 neural network models

January 23, 2024

by Stephanie Caldwell-Webster

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Nowadays, deep learning is very popular, and various new artificial neural networks emerge from time to time. It is not easy to understand the architecture...

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Artificial intelligence (ai)

Object detection YOLO V3 training face detection model

January 22, 2024

by Melissa Jensen-Evans

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YOLO, short for You Only Look Once, is an object detection algorithm based on deep convolutional neural network. YOLO V3 is the third version of...

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TensorFlow for IOS: Logistic Regression

January 22, 2024

by Emma Booth

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This paper first introduces the logistic regression classifier and TensorFlow related knowledge, and then introduces how to use TensorFlow training classifier in IOS platform, and...

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AI Technology: BRIEF history of artificial Intelligence related concepts and development

January 22, 2024

by 張詩涵

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With the iteration of intelligent hardware, smart home products have gradually entered thousands of households, and ai-related technologies such as voice recognition and image recognition...

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