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What is an activation function and why without it neural networks would be completely useless
Medium · Deep Learning 🧬 Deep Learning 5d ago
What is an activation function and why without it neural networks would be completely useless
Neural networks are built from layers of nodes connected by weights. Most explanations stop there and move on. But there is a third… Continue reading on Medium
Medium · Deep Learning 🧬 Deep Learning 5d ago
Deep Learning Specialization — Master AI & Neural Networks
Build advanced AI skills with a deep learning specialization covering neural networks, computer vision, NLP, TensorFlow, and practical… Continue reading on Medi
Diffusion Beat GANs in 2021. GAN Loss Is in Stable Diffusion
Medium · Deep Learning 🧬 Deep Learning 1w ago
Diffusion Beat GANs in 2021. GAN Loss Is in Stable Diffusion
Diffusion models passed GANs on FID in 2021, yet GAN loss still runs inside Stable Diffusion's autoencoder and three distillation methods. Continue reading on F
Recurrent Neural Networks (RNNs) for Natural Language Processing
Medium · NLP 🧬 Deep Learning 1w ago
Recurrent Neural Networks (RNNs) for Natural Language Processing
Have you ever noticed that the meaning of a sentence depends on the words that came before it? Continue reading on Medium »
I Went Back to 2012 to Build AlexNet From Scratch
Medium · Deep Learning 🧬 Deep Learning ⚡ AI Lesson 1w ago
I Went Back to 2012 to Build AlexNet From Scratch
LeNet-5 taught me how a convolutional neural network sees. AlexNet taught me what happens when you give that idea millions of images, tens… Continue reading on
Detecting Rice Leaf Diseases with Deep Learning
Medium · Deep Learning 🧬 Deep Learning ⚡ AI Lesson 1w ago
Detecting Rice Leaf Diseases with Deep Learning
Building a 91.7%-Accurate Classifier on Just 119 Images Continue reading on Medium »
Pytorch Mastery Series 01: Tensor Shapes, Strides and Layouts
Medium · Deep Learning 🧬 Deep Learning 2w ago
Pytorch Mastery Series 01: Tensor Shapes, Strides and Layouts
If you’ve spent any time working with PyTorch, TensorFlow, or NumPy, you’ve worked with tensors. We often visualize tensors as… Continue reading on Medium »
Train Neural Networks without Draining your Pocket: Customizing Data Policy in Model Architecture…
Medium · Deep Learning 🧬 Deep Learning 2w ago
Train Neural Networks without Draining your Pocket: Customizing Data Policy in Model Architecture…
Learn how to manually customize the data policy used in your TensorFlow model’s layers. Useful for building complex architectures and… Continue reading on Mediu
Reddit r/deeplearning 🧬 Deep Learning 2w ago
GitHub - rickey1990/novel-rnn-architectures: Novel types of Recurrent Neural Networks (RNNs). Includes the core mathematical framework PDF and executable source code.
Hello everyone, I’ve built a repository exploring two novel recurrent neural network architectures (PLUG and ILRM) designed to address the vanishing gradient pr
Teaching a Neural Network to Recognize Natural Scenes: From a Custom CNN to Explainable Transfer…
Medium · Deep Learning 🧬 Deep Learning 2w ago
Teaching a Neural Network to Recognize Natural Scenes: From a Custom CNN to Explainable Transfer…
When a person sees a photograph of a forest or a city street, recognition feels immediate. A computer receives only a grid of pixel values… Continue reading on
Reddit r/deeplearning 🧬 Deep Learning 2w ago
Transfer learning (CNN to transformer)
submitted by /u/Interesting_Boss8536 [link] [comments]
Convolution Explained: How a Tiny Matrix Finds Patterns in an Image
Medium · Deep Learning 🧬 Deep Learning 3w ago
Convolution Explained: How a Tiny Matrix Finds Patterns in an Image
In the previous article, we looked at the basic components of a Convolutional Neural Network and saw how convolution helps a CNN find… Continue reading on Mediu
The Most Complete PyTorch Tutorial You’ve Seen
Medium · Python 🧬 Deep Learning 3w ago
The Most Complete PyTorch Tutorial You’ve Seen
Everything you need to know to build, train, and scale deep learning models. Continue reading on Medium »
Medium · Machine Learning 🧬 Deep Learning 3w ago
I Built a Neural Network With Multiple Memory Paths. Here’s What Happened.
Exploring the Path Memory Network: an experimental recurrent architecture with independent paths and persistent memory. Continue reading on Medium »
Train Neural Networks without Draining your Pocket: Customizing Data Policy in Model Architecture…
Medium · Data Science 🧬 Deep Learning 3w ago
Train Neural Networks without Draining your Pocket: Customizing Data Policy in Model Architecture…
Learn how to manually customize the data policy used in your TensorFlow model’s layers. Useful for building complex architectures and… Continue reading on Mediu
Train Neural Networks without Draining your Pocket: Customizing Data Policy in Model Architecture…
Medium · Deep Learning 🧬 Deep Learning 3w ago
Train Neural Networks without Draining your Pocket: Customizing Data Policy in Model Architecture…
Learn how to manually customize the data policy used in your TensorFlow model’s layers. Useful for building complex architectures and… Continue reading on Mediu
“Auxiliary-Loss-Free” MoE Routing Still Has a Balancing Mechanism
Medium · LLM 🧬 Deep Learning 3w ago
“Auxiliary-Loss-Free” MoE Routing Still Has a Balancing Mechanism
Suppose expert A has a higher router logit than expert B. Apply Softmax: A still ranks above B. Apply Sigmoid: A still ranks above B. Continue reading on Medium
Reddit r/deeplearning 🧬 Deep Learning ⚡ AI Lesson 3w ago
Trained a neural net to reconstruct Bad Apple in real-time.
Code: https://github.com/Pratik-3706/BadApple\\\_nn submitted by /u/Poorboi_0 [link] [comments]
Medium · Deep Learning 🧬 Deep Learning 3w ago
Activation Functions in Neural Networks: The Concept That Finally Clicked for Me
When I first learned about activation functions, I understood the formula: Continue reading on Medium »
microGPT-C: A GPT Written in Pure C That Trains in Seconds
Medium · ChatGPT 🧬 Deep Learning 3w ago
microGPT-C: A GPT Written in Pure C That Trains in Seconds
What if you wanted to understand how a GPT actually works, without installing PyTorch, TensorFlow, CUDA, or a pile of machine-learning… Continue reading on Codi