RJ Honickylearning-exhaust.hashnode.dev·Dec 13, 2024One thing I learned: weight streaming probably works well on GPUsSarah Chieng from Cerebras joined paper club last week to present Training Giant Neural Networks Using Weight Streaming on Cerebras Wafer-Scale Clusters. If you’re not familiar with Cerebras, they make dinner-plates wafer-scale chips designed for AI ...80 readsDeep Learning
Indu Jawlacoders.hashnode.dev·Oct 14, 2024A Comprehensive Overview of Neural Networks and Their Applications in Modern AINeural networks and deep learning are at the forefront of artificial intelligence (AI) and machine learning (ML), revolutionizing how machines perceive, interpret, and interact with data. This article provides an in-depth look at the fundamental arch...neural networks
Juan Carlos Olamendyjuancolamendy.hashnode.dev·Jul 15, 2024Backpropagation in Deep Learning: The Key to Optimizing Neural NetworksHave you ever wondered how neural networks learn? Have you ever wondered how your smartphone recognizes your face or how virtual assistants understand your voice? The secret lies in a powerful algorithm called backpropagation. Imagine trying to teach...Machine Learning
Rashid Ul Haqrashid-ul-haq.hashnode.dev·Jul 6, 2024Gradients: The Building Blocks of Backpropagation in TensorFlowIn a neural network, backpropagation is essential for error minimization. It involves calculating the partial derivatives, or gradients, of the loss function with respect to trainable parameters. Manually computing and implementing these derivatives ...10 likesDeep Learning UnpluggedTensorFlow
Salilesh Vermasalileshverma.hashnode.dev·Jun 13, 2024Understanding Neural Networks: A Beginner's GuideWhat is Neural Network A neural network, or artificial neural network, is a type of computing architecture that is based on a model of how a human brain functions — hence the name "Neural." Neural networks are made up of a collection of processing un...12 likes·61 readsneural networks
Sarvesh Khandelwalkhandelwalsarvesh.hashnode.dev·Jun 1, 2024Unboxing Neural Networks (A Quick Summary)Have you ever wondered how neural networks magically "learn"? I have been coding for a few years and whenever I wanted my computer to do something, I'd have to explicitly instruct it to do it. The concept that computers could learn to do tasks fascin...neural networks
Senash Thenujasenathenu.hashnode.dev·Nov 10, 2023Math Behind Backpropagation and Gradient DescentSo, you're ready to dive into the Math stuff behind neural networks (NNs)? Lucky you! You've come to the right place! Yet, before you begin, make sure that you meet the following prerequisites Linear algebra Advanced differentiation (especially, th...2 likesAI Stuffneural networks
Aaditya Champaneriaaditechtalk.hashnode.dev·Sep 16, 2023🤖 Day 3 of #30DaysOfAIwithAadiJourney into Neural Networks and Backpropagation Today, let's delve into the fascinating world of neural networks and the ingenious technique called backpropagation. These concepts are the backbone of modern machine learning and deep learning, drivin...30DaysOfAIwithAadi
Manoj Kumardev-seek.hashnode.dev·May 21, 2023Neural NetworksWhat is a neural network? A neural network is just a mathematical function, which contains some layers. "No Worries we will discuss more about layers in this blog" Let's Consider a simple function that does : Multiplies each input by several values....94 readsMachine Learning
Dr. Himanshu Raihimanshuraiml.hashnode.dev·Mar 30, 2023Artificial Neural Networks -Part2: Feed Forward and BackpropagationDeep dive to unravel the mystery of Neural Networks, stepping outside the theoretical boundaries. A lot has been said and written about Neural Networks (NNs) in recent years — right from the concept of Perceptron to the complex Multilayer Architectu...57 readsMachine LearningMachine Learning
