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GitHub topics: delta-rule

harismuneer/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.

Language: Python - Size: 13 MB - Last synced at: 15 days ago - Pushed at: 3 months ago - Stars: 62 - Forks: 18

IvanovskyOrtega/Redes-Neuronales

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 del perceptrón multicapa.

Language: Matlab - Size: 7.58 MB - Last synced at: over 1 year ago - Pushed at: over 7 years ago - Stars: 1 - Forks: 1

roman656/SingleLayerPerceptron

[RU] Обучение однослойного перцептрона дельта-правилом. [EN] Training of a single-layer perceptron by the delta rule.

Language: Python - Size: 64.5 KB - Last synced at: almost 2 years ago - Pushed at: almost 2 years ago - Stars: 0 - Forks: 0

behzadshomali/Neural-networks-with-delta-rule

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.

Language: Jupyter Notebook - Size: 314 KB - Last synced at: about 2 years ago - Pushed at: over 2 years ago - Stars: 1 - Forks: 0

bmcmenamin/hebbnets

Playing with biologically plausible deep learning

Language: Python - Size: 1.43 MB - Last synced at: about 2 years ago - Pushed at: about 6 years ago - Stars: 1 - Forks: 0

danieljordan2/Classifying-fish-using-NN

Identifying the origin of fish from the growth-ring diameter of scales using Neural Networks

Language: Python - Size: 116 KB - Last synced at: almost 2 years ago - Pushed at: over 2 years ago - Stars: 0 - Forks: 0

mikolajmialkowski/NAI_Perceptron

Project 2 (Single Perceptron)

Language: Java - Size: 10.7 KB - Last synced at: about 2 years ago - Pushed at: about 4 years ago - Stars: 0 - Forks: 0

rileynwong/backprop-neural-net

Implementation of a multi-layer backpropagating neural network algorithm trained with the generalized delta learning rule

Language: Python - Size: 25.4 KB - Last synced at: about 1 month ago - Pushed at: almost 9 years ago - Stars: 0 - Forks: 0