amithasanshuvo/implementations-of-neural-network-algorithms

This repository contains the implementations of different neural network algorithms. The implementation is done without using any library functions.

Implementations of Neural Network Algorithms

Author: Kazi Amit Hasan

Department of Computer Science & Engineering,
Rajshahi University of Engineering & Technology (RUET)
Website: https://amithasanshuvo.github.io/
ResearchGate: https://www.researchgate.net/profile/Kazi_Amit_Hasan
Linkedin: hhttps://www.linkedin.com/in/kazi-amit-hasan/
Email: [email protected]

Description

This repository contains the lab work of the course CSE 4204 (Sessional of Neural Networks and Fuzzy Systems).

Implemented algorithm	Code	Report
Nearest Neighbor algorithm	Yes	Yes
Single Layer Perceptron Learning algorithm	Yes	Yes
Multi Layer Perceptron Learning algorithm	Yes	Yes
Kohonen Self-Organizing Neural Network algorithm	Yes	Yes
Hopfield Neural Network algorithm	Yes	Yes

The available "Assets" files contains the figures and results that used in the final report.