Neural Networks & Fuzzy Logic Notes

Get ready to learn “Neural Networks & Fuzzy Logic ” by simple and easy handwritten notes that were specially made for students (CSE). These notes are handwritten Notes of the Computer Subject “Neural Networks & Fuzzy Logic ” unit wise in Pdf format. These notes enables students to understand every concept of the the term “Neural Networks & Fuzzy Logic”.

The Following Lines provides the topics in the specific notes with their download links:-


Introduction: Concepts of neural networks, Characteristics of Neural Networks, Historical Perspective, and Applications of Neural Networks.

Fundamentals of Neural Networks: The biological prototype, Neuron concept, Single layer Neural Networks, Multi-Layer Neural Networks, terminology, Notation and representation of Neural Networks, Training of Artificial Neural Networks.Representation of perceptron and issues, perceptron learning and training, Classification, linear Separability.

Unit 2.

Hopfield nets: Structure, training, and applications, Stability

Back propagation: Concept, Applications, and Back Propagation Training Algorithms. Counter Propagation Networks: Kohonan Network, Grossberg Layer & Training, applications of counter propagation, Image classification.


Bi-directional Associative Memories: Structure, retrieving a stored association, encoding associations, memory capacity.ART: ART architecture, ART classification operation, ART implementation, and characteristics of ART.Image Compression Using ART


Optical Neural Networks: Vector Matrix Multipliers, Hop field net using Electro optical matrix multipliers, Holographic correlator, Optical Hopfield net using Volume Holograms.The Cognitrons and Neocognitrons: Their structure and training.Genetic Algorithms: Elements, a simple genetic algorithm, working of genetic algorithms evolving neural networks.

Download Unit 1:-

Download Unit 1

Download Unit 2 :-

Download Unit 2

Download Unit 3 :-

Download Unit 3

Download Unit 4 :-

Download Unit 4

For more notes related to any subjects comment below….

8 thoughts on “Neural Networks & Fuzzy Logic Notes

  1. Thank you so much sir ,,,these notes are very helpful but please upload data mining and data warehousing notes if you have available… Thank you

Leave a Reply