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The Top 218 Matlab Neural Network Open Source Projects

Categories > Machine Learning > Neural Network
Coursera Ml Py ⭐ 1,032
Python programming assignments for Machine Learning by Prof. Andrew Ng in Coursera
most recent commit 2 years ago
Machine Learning Octave ⭐ 581
🤖 MatLab/Octave examples of popular machine learning algorithms with code examples and mathematics being explained
most recent commit 2 years ago
Pretty Print Confusion Matrix ⭐ 330
Confusion Matrix in Python: plot a pretty confusion matrix (like Matlab) in python using seaborn and matplotlib
most recent commit 4 months ago
Lrp_toolbox ⭐ 270
The LRP Toolbox provides simple and accessible stand-alone implementations of LRP for artificial neural networks supporting Matlab and Python. The Toolbox realizes LRP functionality for the Caffe Deep Learning Framework as an extension of Caffe source code published in 10/2015.
most recent commit a month ago
Awesome_deep_learning_interpretability ⭐ 250
深度学习近年来关于神经网络模型解释性的相关高引用/顶会论文(附带代码)
most recent commit 2 years ago
Lightnet ⭐ 236
Efficient, transparent deep learning in hundreds of lines of code.
most recent commit 3 years ago
Keras Gp ⭐ 219
Keras + Gaussian Processes: Learning scalable deep and recurrent kernels.
most recent commit a year ago
Emlearn ⭐ 196
Machine Learning inference engine for Microcontrollers and Embedded devices
total releases 21most recent commit 4 months ago
Ml Course ⭐ 159
Starter code of Prof. Andrew Ng's machine learning MOOC in R statistical language
most recent commit a year ago
Neural Nets ⭐ 157
Programming Assignments and Lectures for Geoffrey Hinton's "Neural Networks for Machine Learning" Coursera course
most recent commit 2 years ago
Deepvisualization ⭐ 103
Visualizing Deep Neural Network by Alternately Image Blurring and Deblurring
most recent commit 4 years ago
Stc2 ⭐ 85
Demo code for the paper STC2 which released three short text datasets for clustering and classification
most recent commit 4 years ago
Machine Learning Models ⭐ 81
Decision Trees, Random Forest, Dynamic Time Warping, Naive Bayes, KNN, Linear Regression, Logistic Regression, Mixture Of Gaussian, Neural Network, PCA, SVD, Gaussian Naive Bayes, Fitting Data to Gaussian, K-Means
most recent commit 5 years ago
Eeg Motor Imagery Classification Cnns Tensorflow ⭐ 79
EEG Motor Imagery Tasks Classification (by Channels) via Convolutional Neural Networks (CNNs) based on TensorFlow
most recent commit 3 months ago
Deepped ⭐ 74
Convolutional Neural Networks for Pedestrian Detection
most recent commit 6 years ago
Nnv ⭐ 66
Neural Network Verification Software Tool
most recent commit 25 days ago
Cnn ⭐ 63
This is a matlab-code implementation of convolutional neural network
most recent commit 5 years ago
Cortexsys ⭐ 63
Matlab GPU Accelerated Deep Learning Toolbox
most recent commit 6 years ago
Neuralnetplayground ⭐ 58
A MATLAB implementation of the TensorFlow Neural Networks Playground seen on http://playground.tensorflow.org/
most recent commit 5 years ago
Machine Learning For Solar Energy Prediction ⭐ 57
Predict the Power Production of a solar panel farm from Weather Measurements using Machine Learning
most recent commit 3 years ago
Spiking_relu_conversion ⭐ 48
most recent commit 7 years ago
Matlabcnn ⭐ 36
Matlab codes for 2D Convolutional Neural Network
most recent commit 7 years ago
Bp Neural Network Matlab ⭐ 35
BP Neural Network in Matlab.
most recent commit 9 months ago
Course Neural Networks For Machine Learning ⭐ 35
Neural Networks for Machine Learning (University of Toronto)
most recent commit 5 years ago
Lipsdp ⭐ 35
LipSDP - Lipschitz Estimation for Neural Networks
most recent commit 2 months ago
Stock Market Prediction Using Neural Networks And Genetic Algorithm ⭐ 33
Matlab Module for Stock Market Prediction using Simple NN
most recent commit 4 years ago
Deep_kareoke_source_separation ⭐ 31
most recent commit 6 years ago
Smartasabug ⭐ 30
Code used in the paper "Biological Mechanisms for Learning: A Computational Model of Olfactory Learning in the Manduca sexta Moth, with Applications to Neural Nets", by CB Delahunt, JA Riffell, and JN Kutz, January 2018.
most recent commit 3 years ago
Pyrates ⭐ 30
Open-source, graph-based Python code generator and analysis toolbox for dynamical systems (pre-implemented and custom models). Most pre-implemented models belong to the family of neural population models.
most recent commit 18 days ago
Asvspoof2019 ⭐ 26
Our submission to the ASVspoof 2019: Automatic Speaker Verification Spoofing and Countermeasures Challenge
most recent commit 2 years ago
Nnpreimage ⭐ 25
Code for Visualizing Deep Convolutional Neural Networks Using Natural Pre-images, IJCV 2016
most recent commit 6 years ago
Pulse Coupled_neural_networks_pcnn ⭐ 21
Computational Mechanisms of Pulse-Coupled Neural Networks: A Comprehensive Review
most recent commit 4 years ago
Hebbrnn ⭐ 21
A Reward-Modulated Hebbian Learning Rule for Recurrent Neural Networks
most recent commit 10 months ago
Ar Cnn ⭐ 20
Tensorflow implement of Artifacts Reduction Convolutional Neural Network
most recent commit 5 years ago
Alexnet Forwardpath ⭐ 20
Simple AlexNet forward path implementation in Matlab
most recent commit 6 months ago
Convolutional Neural Network ⭐ 20
This is a matlab implementation of CNN on MNIST
most recent commit 7 years ago
Deepgo ⭐ 20
Reachability Analysis of Deep Neural Networks with Provable Guarantees
most recent commit 2 years ago
Cnnforcfd ⭐ 19
This folder contains a sample code for the use of convolutional neural network for fluid force prediction of bluff body flows.
most recent commit 3 years ago
Cnn Mar ⭐ 19
Convolutional neural network based metal artifact reduction (CNN-MAR) in x-ray computed tomography
most recent commit 3 years ago
Deephypercnn ⭐ 19
Classification of Hyperspectral Satellite Image Using Deep Convolutional Neural Networks
most recent commit 5 years ago
Speakeridentificationneuralnetworks ⭐ 18
⇨ The Speaker Recognition System consists of two phases, Feature Extraction and Recognition. ⇨ In the Extraction phase, the Speaker's voice is recorded and typical number of features are extracted to form a model. ⇨ During the Recognition phase, a speech sample is compared against a previously created voice print stored in the database. ⇨ The highlight of the system is that it can identify the Speaker's voice in a Multi-Speaker Environment too. Multi-layer Perceptron (MLP) Neural Network base
most recent commit 2 years ago
Vae Gan Celeba ⭐ 18
Code and notebooks related to the paper: "Reconstructing Faces from fMRI Patterns using Deep Generative Neural Networks" by VanRullen & Reddy, 2019
most recent commit 2 years ago
Neuromorphic Computing Guide ⭐ 17
Neuromorphic Computing Guide
most recent commit 2 days ago
Adaptive_and_fault_tolerant_flight_control_systems ⭐ 16
Adaptive and fault tolerant flight control with Adaptive Neural Networks
most recent commit a year ago
Nhcr ⭐ 16
Offline Nepali Handwritten Character Recognition Using Artificial Neural Networks
most recent commit 5 years ago
Nnbox ⭐ 16
A neural network toolbox for matlab
most recent commit 6 years ago
Fast Furious ⭐ 16
code (R, Matlab/Octave), models and meta-models I needed in my Machine Learning Lab but I didn't found on the shelf
most recent commit 3 years ago
God ⭐ 15
A non-absolute, time-space complex optimal artificial brain (composed in matrix laboratory (matlab), by Jordan Micah Bennett)
most recent commit 3 years ago
Crabsort ⭐ 15
🦀🦀🦀 Sort spikes from extra-cellular recordings using neural networks. Fully automated.
most recent commit 8 months ago
Crowd Counting With Mcnns ⭐ 15
Crowd counting on the ShanghaiTech dataset, using multi-column convolutional neural networks.
most recent commit 4 years ago
Invert Generative Networks ⭐ 14
NIPS 2018 "Invertibility of Convolutional Generative Networks from Partial Measurements"
most recent commit 3 years ago
Jaccount_captcha_ocr ⭐ 14
To recognize the captcha in SJTU Jaccount login page.
most recent commit 6 years ago
Chess Board Recognition ⭐ 14
A Chess Board configuration recognition Computer Vision Project
most recent commit 5 years ago
Detection Of Breast Cancer Using Neural Networks ⭐ 14
This project is made in Matlab Platform and it detects whether a person has cancer or not by taking into account his/her mammogram.
most recent commit 4 years ago
Nn Dropout ⭐ 14
This code is for training feedforward neural networks with dropout.
most recent commit 8 years ago
Cnnhar ⭐ 14
Deep convolutional neural network for human activity recognition
most recent commit 4 years ago
Individualized_hrtf_synthesis ⭐ 13
Synthesis of individualized HRTFs based on Neural Networks, Principal Component Analysis and anthropometry
most recent commit a month ago
Prediction Using Bayesian Neural Network ⭐ 13
Prediction of continuous signals data and Web tracking data using dynamic Bayesian neural network. Compared with other network architectures aswell.
most recent commit 4 years ago
Breast Cancer Neural Networks ⭐ 13
Classifying malignant and benign tumors using Neural Networks 🔬
most recent commit a year ago
Matlab Neural Networks ⭐ 13
MATLAB Feed Forward Neural Networks with Back Propagation
most recent commit 6 years ago
Cnnfromscratch ⭐ 12
Convolutional Neural Network in Matlab
most recent commit 2 years ago
Neural Networks Matlab ⭐ 12
Implementation of Artificial neural networks in MATLAB.
most recent commit 7 years ago
Octave Nn ⭐ 12
Octave code for Artificial Neural Networks
most recent commit 6 years ago
Neural Component Analysis ⭐ 12
This repository is mainly to show the source code of neural component analysis.
most recent commit 4 years ago
Predpca ⭐ 11
Predictive principal component analysis (PredPCA)
most recent commit 6 months ago
Spiking_motion ⭐ 11
Matlab code for a Spiking Neural Network for Visual Motion Estimation
most recent commit 3 years ago
Srnn ⭐ 11
Skipping Recurrent Neural Networks
most recent commit 4 years ago
Imageclassification ⭐ 11
Image Classification using SVM, Neural Networks etc.
most recent commit 6 years ago
Imagined Speech ⭐ 11
Classifying syllables in Imagined Speech using EEG
most recent commit 7 years ago
Seismic Features For Machine Learning ⭐ 11
This collection of codes can be used for extracting features from continuous seismic signals for different machine learning tasks.
most recent commit a year ago
Dstrf ⭐ 11
Dynamic Spectrotemporal Receptive Field (dSTRF) Analysis Toolbox
most recent commit 6 months ago
Data Augmentation ⭐ 10
Implement Data Augmentation In MATLAB
most recent commit 4 years ago
Video Similarity ⭐ 10
Video Similarity from Deep Neural Nets
most recent commit 6 years ago
Td Gammon ⭐ 10
Temporal Difference Learning based Backgammon game using Neural Network based model
most recent commit 4 years ago
Load Forecasting ⭐ 10
Load Forecasting with MATLAB (ANN)
most recent commit 3 years ago
Content Aware Cnn Loop Filter For Hevc ⭐ 10
Code and data for "Content-aware Convolutional Neural Network for in-loop filtering in High Efficiency Video Coding." (TIP2019)
most recent commit 3 years ago
Perforated Cnn Matconvnet ⭐ 10
most recent commit 5 years ago
Nntl ⭐ 10
Neural Networks Templates Library
most recent commit 7 months ago
Battery Life Estimation ⭐ 9
An neural network based algorithm to predict the remaining useful life of batteries.
most recent commit 2 years ago
Digitrecognition ⭐ 9
Digit recognition using deep learning (convolutional neural networks)
most recent commit 7 years ago
Decaptcha ⭐ 9
CAPTCHA solver | Machine Learning | Neural Networks | Image Processing | Feature Extraction | Optical Character Recognition | MATLAB
most recent commit 5 years ago
Tdnn Matlab2cpp ⭐ 9
The code takes a time-delay neural network (TDNN) trained in Matlab and converts it to a C++ class.
most recent commit 5 years ago
Nndescriptors ⭐ 9
A siamese neural network that can learn to discriminate like/unlike image pairs
most recent commit 8 years ago
Cnn Al Mrf ⭐ 8
This is the code of "Hyperspectral Image Classification with Convolutional Neural Network and Active Learning".
most recent commit 2 years ago
Fdn Release ⭐ 8
Fast Dynamic Convolutional Neural Networks for Visual Tracking
most recent commit 4 years ago
Photonmind ⭐ 8
Design photonic integrated circuits with artificial neural networks
most recent commit 2 years ago
Matlab_implementation_of_neural_networks ⭐ 8
Matlab implementation of Neural Networks Results for Alarm-Warning Control System of mobile robot with five Ultrasonic sensors
most recent commit a year ago
Transfer_ijcv ⭐ 8
This is the release code and model for submission of Transferring Object-Scene Convolutional Neural Networks for Event Recognition in Still Images
most recent commit 4 years ago
Shctools ⭐ 8
Matlab Toolbox for Simulation, Analysis, and Design of Stable Heteroclinic Channel Networks
most recent commit 5 years ago
Cnn_based_impedance_inversion ⭐ 8
Convolutional neural network for seismic impedance inversion
most recent commit 3 years ago
Nnsae ⭐ 8
Non Negative Sparse AutoEncoder (NNSAE). An efficient online learning scheme for non-negative and sparse coding in autoencoder neural networks.
most recent commit 2 years ago
Matdl ⭐ 8
A Lightweight Deep Learning Library in MATLAB
most recent commit 3 years ago
Tensorflow.m ⭐ 8
MATLAB/Octave bindings for TensorFlow
most recent commit 2 years ago
Face_id ⭐ 7
Detect, recognize and verify faces using hybrid features: “deep” features from VGG-net + HoG + LBP. Hybrid Features help increase recognition significantly
most recent commit 4 years ago
Coursera_nn_for_ml_hinton ⭐ 7
The assignments for the Neural Networks for Machine Learning from Prof. Hinton
most recent commit 5 years ago
Spatial And Angular Resolution Enhancement Of Light Fields Using Convolutional Neural Networks ⭐ 7
Matlab Code For the Light Field Super Resolution
most recent commit 4 years ago
Parsing Natural Scenes And Natural Language With Recursive Neural Networks ⭐ 7
Parsing Natural Scenes and Natural Language with Recursive Neural Networks
most recent commit 5 years ago
Itc2017 ⭐ 7
Code for paper "Application of Convolutional Neural Networks to Four-Class Motor Imagery Classification Problem"
most recent commit 5 years ago
Digit Recognition ⭐ 7
The purpose of this project is to take handwritten digits as input, process the digits, train the neural network algorithm with the processed data, to recognize the pattern and successfully identify the test digits. The popular MNIST dataset is used for the training and testing purposes. The IDE used is MATLAB
most recent commit 3 years ago
Scsnet ⭐ 7
The training codes and some pre-trained models for my CVPR2019 paper "Scalable Convolutional Neural Network for Image Compressed Sensing".
most recent commit 3 years ago
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