neural networks Archives - AICORR.COM https://aicorr.com/tag/neural-networks/ The future is today. Fri, 31 Jan 2025 11:07:34 +0000 en-US hourly 1 https://i0.wp.com/aicorr.com/wp-content/uploads/2022/11/cropped-AICorr.com-logo-1.png?fit=32%2C32&ssl=1 neural networks Archives - AICORR.COM https://aicorr.com/tag/neural-networks/ 32 32 214452487 Pruning in AI: Enhancing Neural Network Efficiency https://aicorr.com/articles/pruning-in-ai-enhancing-neural-network-efficiency/ Sun, 25 Aug 2024 18:17:42 +0000 https://aicorr.com/?p=7547 In this article, AICorr explores what is pruning in AI. Table of Contents: Pruning in AI Artificial intelligence (AI) has achieved remarkable progress in recent years, with deep learning models at the forefront of this revolution. These models, especially deep neural networks, have delivered groundbreaking results across a wide range of applications, from natural language […]

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]]> 7547 What is Deep Learning? https://aicorr.com/articles/what-is-deep-learning/ Tue, 16 Apr 2024 20:13:07 +0000 https://aicorr.com/?p=6376 Deep Learning Framework Before exploring what deep learning is, it is a good idea comprehending its overall surrounding structure. We can simplify this as follows: artificial intelligence (AI), machine learning (ML), neural networks (ANNs), and then deep learning (DL). In a nutshell: The following is a simple representation of the above framework. What is deep […]

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]]> 6376 What are Neural Networks in Machine Learning? https://aicorr.com/articles/what-are-neural-networks-in-machine-learning/ Tue, 20 Feb 2024 22:30:49 +0000 https://aicorr.com/?p=5107 What are Neural Networks? At their core, neural networks (ANNs) are a class of algorithms designed to recognize patterns and learn from data. They consist of interconnected nodes, or “neurons,” organized in layers. Each neuron receives input signals, performs a computation, and produces an output signal. Which is then, transmitted to neurons in the next […]

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]]> 5107 Difference Between Epoch, Iteration, and Batch in Neural Networks https://aicorr.com/articles/difference-between-epoch-iteration-and-batch-in-neural-networks/ Tue, 20 Feb 2024 21:55:07 +0000 https://aicorr.com/?p=5093 Neural networks, the cornerstone of modern artificial intelligence, have revolutionised various fields, from image recognition to natural language processing. However, delving into the intricacies of neural network training often brings up a trifecta of terms that can be confusing for beginners: epoch, iteration, and batch. Understanding the differences between these terms is crucial for mastering […]

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