delta-rule

Here are 9 public repositories matching this topic...

OSSpk / Handwritten-Digits-Classification-Using-KNN-Multiclass_Perceptron-SVM

🏆 A Comparative Study on Handwritten Digits Recognition using Classifiers like K-Nearest Neighbours (K-NN), Multiclass Perceptron/Artificial Neural Network (ANN) and Support Vector Machine (SVM) discussing the pros and cons of each algorithm and providing the comparison results in terms of accuracy and efficiecy of each algorithm.

svm machine-learning-algorithms mnist-dataset logistic-regression support-vector-machines knn artificial-neural-network handwritten-digit-recognition k-nearest-neighbours supervised-machine-learning support-vector-classifier perceptron-learning-algorithm sigmoid-function delta-rule mnist-classification-logistic comparative-study multiclass-perceptron learning-algorithms-comparison accuracy-analysis efficiency-analysis

Updated Nov 22, 2024
Python

bmcmenamin / hebbnets

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Playing with biologically plausible deep learning

unsupervised hebbian-learning delta-rule antihebbian-learning oja-rule q-agrel

Updated Mar 19, 2019
Python

behzadshomali / Neural-networks-with-delta-rule

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Train Perceptrons, MLPs, and RBFs by applying Delta rule. This repo is result of our joint work (Ilaha Manafova & I) for the "Technical Neural Networks" course held at the University of Bonn.

python mlp perceptron radial-basis-function rbf scratch-implementation delta-rule

Updated Dec 13, 2022
Jupyter Notebook

IvanovskyOrtega / Redes-Neuronales

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Repositorio de prácticas de la materia de Redes Neuronales. Serie de Fibonacci, entrenamiento de una Red de Hamming, entrenamiento de un Perceptrón Simple mediante la regla de aprendizaje, entrenamiento de una Red Adaline sin bias (decodificador binario a decimal), entrenamiento de una red Adaline con bias mediante la regla delta. Implementación…

perceptron multilayer-perceptron-network adaline perceptron-learning-algorithm hamming-network delta-rule