Artificial Neural Network

Artificial Neural Network (ANN) is a machine learning model inspired by the working of the human brain. Learn neurons, layers, activation functions, forward propagation, backpropagation, and ANN applications in simple Hinglish.

27 topic articles · GFG-style ordered list

Artificial Neural Network — Articles

1Introduction to Artificial Neural Networks (ANN) and Biological Neural Networks (BNN) in Hinglish3 min
2Basics of Artificial Neural Networks: History, Terminology, McCulloch-Pitts Model, Perceptron and Hebb Network4 min
3Learning & Activation Functions in Artificial Neural Networks (ANN) – Supervised, Unsupervised & Reinforcement Learning Explained - HingLearn4 min
4Maximum Likelihood, Gradient Descent aur Activation Functions in Artificial Neural Networks (ANN) - HingLearn4 min
5Introduction to Backpropagation Network (BPN): Complete Beginner Guide in HingLearn6 min
6Artificial Neuron Model and Different Neuron Models in ANN7 min
7Single Layer vs Multi-Layer Neural Networks: Complete Comparison (Hinglish Guide)5 min
8Binary Step, Linear and Non-Linear Activation Functions in ANN Explained5 min
9Feed Forward Neural Network (FFNN): Architecture, Features and Applications6 min
10Activation Functions in ANN: Types, Importance and Working6 min
11Pattern Recognition Using Artificial Neural Networks (ANN) Explained5 min
12Error Functions and Cost Functions in Neural Networks Explained6 min
13Weight Initialization and Bias in Artificial Neural Networks6 min
14How Forward Propagation Works in Neural Networks6 min
15Challenges and Future Scope of Artificial Neural Networks6 min
16Introduction to Supervised Learning in Artificial Neural Networks5 min
17Hebbian Learning Rule in Artificial Neural Networks Explained5 min
18Widrow-Hoff Learning Rule (LMS Algorithm) Explained6 min
19Perceptron Learning Rule: Algorithm and Working with Example5 min
20Delta Learning Rule in ANN: Concept, Algorithm and Applications5 min
21Error Correction Learning in Artificial Neural Networks5 min
22Competitive Learning Network in ANN: Architecture and Working6 min
23Winner Takes All (WTA) Network in Artificial Neural Networks5 min
24Introduction to Associative Memory Networks in ANN, Applications and Advantages of Associative Memory Networks5 min
25Bidirectional Associative Memory (BAM) Network Explained5 min
26Auto Associative vs Hetero Associative Memory Networks4 min
27McCulloch-Pitts Neuron Model: Threshold Logic, Binary Decision & Logic Gates – Hinglish5 min