artificial-neural-network

There are 8 repositories under artificial-neural-network topic.

casparwylie / Perceptron
A flexible artificial neural network builder to analyse performance, and optimise the best model.
machine-learning machine-learning-algorithms neural-network artificial-intelligence artificial-neural-network python opencv tkinter
Language:Python 402
quocviethere / Coursera-Machine-Learning-Specialization
2022 Coursera Machine Learning Specialization Optional Labs and Programming Assignments
artificial-neural-network decision-trees gradient-descent linear-regression logistic-regression recommender-systems supervised-learning tensorflow tree-ensembles xgboost
Language:Jupyter Notebook 228
olivia-ai / the-math-behind-a-neural-network
Mathematics paper recapitulating the calculus behind a neural network and its back propagation
math neural-network forward-propagation backpropagation machine-learning guide artificial-neural-network deep-learning
Language:TeX 129
aika-algorithm / aika
AIKA is a new type of artificial neural network designed to more closely mimic the behavior of a biological brain and to bridge the gap to classical AI. A key design decision in the Aika network is to conceptually separate the activations from their neurons, meaning that there are two separate graphs. One graph consisting of neurons and synapses representing the knowledge the network has already acquired and another graph consisting of activations and links describing the information the network was able to infer about a concrete input data set. There is a one-to-many relation between the neurons and the activations. For example, there might be a neuron representing a word or a specific meaning of a word, but there might be several activations of this neuron, each representing an occurrence of this word within the input data set. A consequence of this decision is that we have to give up on the idea of a fixed layered topology for the network, since the sequence in which the activations are fired depends on the input data set. Within the activation network, each activation is grounded within the input data set, even if there are several activations in between. This means links between activations serve two purposes. On the one hand, they are used to sum up the synapse weights and, on the other hand they propagate the identity to higher level activations.
nlp-machine-learning recurrent-neural-networks information-gain artificial-neural-network aika-network neural-symbolic-reasoning neural-symbolic neural-symbolic-paradigm entropy-coding binding-signal binding-problem neuro-symbolic neuro-symbolic-learning
Language:Java 74
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.
comparative-study machine-learning-algorithms supervised-machine-learning k-nearest-neighbours support-vector-machines support-vector-classifier multiclass-perceptron artificial-neural-network learning-algorithms-comparison handwritten-digit-recognition mnist-dataset mnist-classification-logistic delta-rule perceptron-learning-algorithm accuracy-analysis efficiency-analysis logistic-regression sigmoid-function knn svm
Language:Python 62
CarsonScott / HSOM
Hierarchical self-organizing maps for unsupervised pattern recognition
neural-network self-organizing-map self-organization unsupervised-learning classification multiclass-classification classifier classifier-training artificial artificial-intelligence artificial-neural-network machine-learning machine-learning-algorithms artificial-intelligence-algorithms ai ml deep-learning deep-neural-networks unsupervised-machine-learning unsupervised-clustering
Language:Python 60
TatevKaren / artificial-neural-network-business_case_study
Business Case Study to predict customer churn rate based on Artificial Neural Network (ANN), with TensorFlow and Keras in Python. This is a customer churn analysis that contains training, testing, and evaluation of an ANN model. (Includes: Case Study Paper, Code)
churn-analysis deep-learning ann-model artificial-neural-network case-study predictive-analytics prediction-model machine-learning data-science python3 tensorflow-tutorials artificial-neural-networks ann bank-customers
Language:Python 47
Wind-Turbine-Control
borgestassio / Wind-Turbine-Control
Controllers designed to the 5MW NREL wind turbine using Simulink and Fast V8
fast simulink wind-turbines nrel 5mw-nrel-controllers matlab pitch state-space openfast controller controllers feedback-loop linearization artificial-neural-network 5mw fastv8
Language:Fortran 28
ahmedfgad / KivyAndroidClassification
Image Classification for Android using Artificial Neural Network using NumPy and Kivy.
kivy python numpy android machine-learning classification artificial-neural-network neural-network pillow buildozer python-for-android genetic-algorithm feature-extraction feature-engineering
Language:Python 26
raymelon / TrafficLightNeuralNetwork
:traffic_light: An Artificial Neural Network based Traffic Light Controller for intersections. Computational Intelligence class final project.
artificial-neural-networks artificial-neural-network ann traffic traffic-light artficial-intelligence intersection c-sharp neural-network neural-networks neural-nets neural-network-example machine-learning traffic-light-controller ann-architecture neurons computational-intelligence
Language:C# 22
TheKidPadra / DeepLearning.AI-Deep-Learning-Specialization
This repo contains my work & The code base for this Deep Learning Specialization offered by deeplearning.AI
andrew-ng artificial-neural-network assignment backpropagation convolutional-neural-network coursera deep-learning deeplearning-ai hyperparameter-tuning inductive-transfer mathematical-optimization neural-network-architecture python-programming recurrent-neural-network specialization tensorflow transformers
Language:Jupyter Notebook 19
Rober-t / apxr_run
A topology and parameter evolving universal learning network.
erlang elixir neuroevolution machine-learning agent-based-simulation artificial-neural-network artificial-intelligence evolutionary-algorithm evolutionary-robotics
Language:Erlang 18
kb22 / Purchasing-Intention-Prediction
The project trains an Artificial Neural Network which can predict whether a visitor will generate revenue for the company or not.
deep-learning neural-networks machine-learning python artificial-neural-network
Language:Jupyter Notebook 17
horrible-dong / DNRT
[ICLR 2024] Dynamic Neural Response Tuning
activation-function ann artificial-neural-network deep-learning dynamic-tuning iclr iclr2024 information-aggregation machine-learning neural-representation neural-response neuronal biological-neuron information-transmission artificial-neuron
Language:Python 14
SahibzadaSalman / Machine-Learning-with-Python
This repository contains a gentle introduction to machine learning algorithms with hands on practical examples
clustering costfunction gradient-descent iris-dataset kmeans-clustering linear-regression logistic-regression machine-learning machine-learning-algorithms machinelearning-python naive-bayes-classifier python regression statistics-for-data-science supervised-learning titanic unsupervised-machine-learning artificial-neural-network
Language:Jupyter Notebook 12
ches-001 / Binary-Segmentation-Network-for-Tumor-Detection-in-MRIs
An approach to tumor detection and segmentation via encoder decoder artificial neural network architecture
artificial-neural-network binary-segmentation computer-vision-algorithm semantic-segmentation tumor-segmentation
Language:Jupyter Notebook 11
davideiacobs / -Movie-Genres-Classification-from-their-Poster-Image-using-CNNs
cnn ml machine-learning python keras convolutional-neural-nets classification-algorithm classification artificial-intelligence artificial-neural-network
Language:HTML 11
w4nderlust / cppn-tensorflow
Very Simple and Basic Implementation of Compositional Pattern Producing Network in TensorFlow
generative-art tensorflow artificial-intelligence artificial-neural-network deep-learning deep-neural-networks cppn
Language:Python 11
aiFi
oservo / aiFi
A Multi Layer Perceptron (MLP) Artificial Neural Network (ANN) Framework Developed in C for Machine Learning (ML) and Deep Learning (DL)
mlp ann c ai multi-layer-perceptron artificial-neural-network dl ml deep-learning machine-learning artificial-intelligence
Language:C 10
akinokoika / ANN-recognize-number
Numpy实现的ANN识别手写数字mnist数据集
artificial-neural-network dearpygui deep-learning hello-world mnist
Language:Python 8
cesumilo / LoveBrains
LoveBrains is a simulator of artificial intelligence based on a plugin system.
artificial-neural-network simulation machine-learning natural-computation agent-based sfml-graphics-library genetic-algorithm artificial-intelligence plugin-system
Language:HTML 8
kunalG98 / Self-Driving-Car
Self Diving Car Game using Pytorch and Kivy framework in Python
deeplearning artificial-intelligence artificial-neural-network pytorch-cnn kivy-framework reinforcement-learning deep-qlearning-algorithm
Language:Python 7
noemimejia / beatingthemarket
artificial-neural-network artificial-neural-networks support-vector-machines support-vector-machine support-vector-regression sentiment-analysis stock-price-prediction stock-price-forecasting stock-prediction technical-analysis fundamental-analysis random-forest random-forest-regression resilient-propagation backpropagation
Language:R 7
eobi / AIENGINE
ADVANCED COLLECTION OF MACHINE LEARNING ALGORITHMS SMARTLY PUT TOGETHER
machine-learning artificial-intelligence artificial-neural-network
Language:Python 6
manishshettym / CANN
Light weight Artificial Neural Network library written in C
artificial-neural-networks regression iris-test classification neural-networks deep-learning deep-neural-networks artificial-neural-network gates
Language:C 6
CircularRR_AOPS
ehsan20e20e / CircularRR_AOPS
The code for the work presented in the research paper titled "***"
code datasets supplementary-materials supplementary-information anaconda artificial-intelligence artificial-neural-network deep-learning inverse-design keras matlab nanophotonics neural-networks python scientific-reports tensorflow plasmonic-switch
Language:Python 5
akash1309 / Artificial-Neural-Network
Artificial Neural Network from basic to advanced using PyTorch
artificial-neural-network pytorch kaggle gpu visualization logistic-regression linear-regression python3
Language:Jupyter Notebook 4
ANN.Net
iivanov-code / ANN.Net
C# implementation of standart deep neural network, with different types of neuro activation functions.
csharp c-sharp artificial-neural-networks artificial-intelligence artificial-intelligence-algorithms machine-learning machinelearning ai neural-network neural-networks neuralnetwork neural-nets neuralnetworks artificial-neural-network dotnet
Language:C# 4
OluwaseunOjeleye / Machine-Learning-and-Deep-Learning-Projects
This repository contains a collection of machine learning and deep learning algorithms I implemented from scratch using Python and C++.
machine-learning machine-learning-algorithms deep-learning python cpp artificial-neural-network logistic-regression k-nearest-neighbours knn support-vector-machine svm
Language:C++ 4
Automatus / NeuralNet
Experimental Artificial Neural Network, with non-derivative learning-algorithm
artificial-neural-network
Language:Python 3
ekramasif / Predict_the_Diabetes
Training an Artificial Neural Network with this dataset and Predict the Diabetes.
machine-learning neural-network dataset deep-learning diabetes-prediction ann pima-indian-diabetes-dataset artificial-neural-network tensorflow
Language:Jupyter Notebook 3
GrahlmanMatthew / Colour-SOFM
A self-organizing feature map which is trained on a random three-dimensional (RGB) input space.
sofm artificial-neural-network unsupervised-learning self-organizing-map rgb
Language:C++ 3
manuelsalamino / ANNDL_Competition
Kaggle Competition of Artificial Neural Networks and Deep Learning Course. Image Classification, Segmentation and Visual Question Answering
image-classification image-segmentation artificial-neural-network competition segmentation
Language:Jupyter Notebook 3
mohammad-miftakhus-sholikin / academic_website
Personal website
jekyll static-site-generator machine-learning-algorithms meta-analysis r ruby python artificial-neural-network principal-component-analysis response-surface-model
Language:JavaScript 3
sohamnandi77 / intelligent-seat-allocation-system
This is an intelligent seat allocation system made using Flask
ai ml machine-learning machine-learning-algorithms flask flask-application flask-login flask-wtforms flask-sqlalchemy seat allocation system artificial-neural-network artificial-intelligence-algorithms neural-networks deep-neural-networks
Language:JavaScript 3
wiryanatasunardi / Learning-Vector-Quantization-and-Self-Organizing-Map-Project
artificial-neural-network iris-dataset learning-vector-quantization self-organizing-map machine-learning
Language:MATLAB 3

artificial-neural-network

casparwylie / Perceptron

quocviethere / Coursera-Machine-Learning-Specialization

olivia-ai / the-math-behind-a-neural-network

aika-algorithm / aika

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

CarsonScott / HSOM

TatevKaren / artificial-neural-network-business_case_study

borgestassio / Wind-Turbine-Control

ahmedfgad / KivyAndroidClassification

raymelon / TrafficLightNeuralNetwork

TheKidPadra / DeepLearning.AI-Deep-Learning-Specialization

Rober-t / apxr_run

kb22 / Purchasing-Intention-Prediction

horrible-dong / DNRT

SahibzadaSalman / Machine-Learning-with-Python

ches-001 / Binary-Segmentation-Network-for-Tumor-Detection-in-MRIs

davideiacobs / -Movie-Genres-Classification-from-their-Poster-Image-using-CNNs

w4nderlust / cppn-tensorflow

oservo / aiFi

akinokoika / ANN-recognize-number

cesumilo / LoveBrains

kunalG98 / Self-Driving-Car

noemimejia / beatingthemarket

eobi / AIENGINE

manishshettym / CANN

ehsan20e20e / CircularRR_AOPS

akash1309 / Artificial-Neural-Network

iivanov-code / ANN.Net

OluwaseunOjeleye / Machine-Learning-and-Deep-Learning-Projects

Automatus / NeuralNet

ekramasif / Predict_the_Diabetes

GrahlmanMatthew / Colour-SOFM

manuelsalamino / ANNDL_Competition

mohammad-miftakhus-sholikin / academic_website

sohamnandi77 / intelligent-seat-allocation-system

wiryanatasunardi / Learning-Vector-Quantization-and-Self-Organizing-Map-Project