Feedforward Networks Mix-FFN public – 2 min read The Mix-FFN is a feedforward layer used in the SegFormer architecture, that aims to solve the problem of positional encoding… Apr 23, 2023 Devin Schumacher
Feedforward Networks Spatial Gating Unit public – 2 min read The Spatial Gating Unit, also known as SGU, is an essential gating unit used in the gMLP architecture to capture… Apr 23, 2023 Devin Schumacher
Feedforward Networks Affine Operator public – 2 min read The Affine Operator is a mathematical function used in neural network architectures. It is commonly used in Residual Multi-Layer Perceptron… Apr 23, 2023 Devin Schumacher
Feedforward Networks Switch FFN public – 2 min read What is a Switch FFN? A Switch FFN is a type of neural network layer used in natural language processing… Apr 23, 2023 Devin Schumacher
Feedforward Networks DExTra public – 2 min read DExTra, or Deep and Light-weight Expand-reduce Transformation, is an innovative technique used in machine learning that helps to learn wider… Apr 23, 2023 Devin Schumacher
Feedforward Networks Boom Layer public – 2 min read Understanding Boom Layers: A Feedforward Layer in Transformers If you are into natural language processing and machine learning, you might… Apr 23, 2023 Devin Schumacher
Activation Functions Feedforward Networks nlogistic-sigmoid function public – 2 min read The Nlogistic-sigmoid function (NLSIG) is a mathematical equation used to model growth or decay processes. The function uses two metrics,… Apr 23, 2023 Devin Schumacher
Feedforward Networks Adaptive Locally Connected Neuron public – 2 min read The Adaptive Locally Connected Neuron (ALCN) The Adaptive Locally Connected Neuron, commonly referred to as ALCN, is a type of… Apr 23, 2023 Devin Schumacher
Feedforward Networks HyperNetwork public – 2 min read What is a HyperNetwork? A HyperNetwork is a type of neural network that generates weights for another neural network which… Apr 23, 2023 Devin Schumacher
Feedforward Networks Feedforward Network public – 2 min read Feedforward Network: Understanding the Basics What is a Feedforward Network? A feedforward network is a type of neural network architecture… Apr 23, 2023 Devin Schumacher
Feedforward Networks Highway Network public – 2 min read Highway networks are an advanced neural network architecture designed to make it easier to train very deep networks. The architecture… Apr 23, 2023 Devin Schumacher
Feedforward Networks Position-Wise Feed-Forward Layer public – 2 min read The Position-Wise Feed-Forward Layer is a type of feedforward layer that has become popular in deep learning. The layer is… Apr 23, 2023 Devin Schumacher
Feedforward Networks Linear Layer public – 3 min read What is a Linear Layer? A Linear Layer is a type of mathematical operation used in deep learning models. It… Apr 23, 2023 Devin Schumacher
Feedforward Networks Dense Connections public – 2 min read Understanding Dense Connections in Deep Neural Networks Deep learning has rapidly become one of the most innovative and rapidly advancing… Apr 23, 2023 Devin Schumacher