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Search results for python neurons
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147 search results found
Kalliope
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1,652
Kalliope is a framework that will help you to create your own personal assistant.
Ordered Neurons
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503
Code for the paper "Ordered Neurons: Integrating Tree Structures into Recurrent Neural Networks"
Nest Simulator
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500
The NEST simulator
Synthesizing
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470
Code for paper "Synthesizing the preferred inputs for neurons in neural networks via deep generator networks"
Ella
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448
Self-improving decision organism
Spiking Neural Network
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434
Pure python implementation of SNN
Brayns
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284
Visualizer for large-scale and interactive ray-tracing of neurons
Pynn
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258
A Python package for simulator-independent specification of neuronal network models.
Bmtk
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246
Brain Modeling Toolkit
Mlp Classifier
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194
A handwritten multilayer perceptron classifer using numpy.
Bluepyopt
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190
Blue Brain Python Optimisation Library
Sparse Evolutionary Artificial Neural Networks
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187
Always sparse. Never dense. But never say never. A Sparse Training repository for the Adaptive Sparse Connectivity concept and its algorithmic instantiation, i.e. Sparse Evolutionary Training, to boost Deep Learning scalability on various aspects (e.g. memory and computational time efficiency, representation and generalization power).
Rastermap
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140
a visualization method for neural data
Ratinabox
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135
A python package for modelling locomotion in complex environments and spatially/velocity selective cell activity.
Som
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128
Self organizing Kohonen map in Python with periodic boundary conditions
Kitnet Py
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124
KitNET is a lightweight online anomaly detection algorithm, which uses an ensemble of autoencoders.
Pysnn
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118
Efficient Spiking Neural Network framework, built on top of PyTorch for GPU acceleration
Neuromorphovis
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115
A lightweight, interactive, extensible and cross-platform framework for building, visualizing and analyzing digital reconstructions of neuronal morphology skeletons extracted from microscopy stacks.
Pytorch Histogram Loss
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113
PyTorch implementation for Histogram Loss
Tf Genetic
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110
Evolutionary Neural Networks backed by TensorFlow and pure Python
Skeletor
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109
3D skeleton extraction from meshes.
Neurom
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96
Neuronal Morphology Analysis Tool
Pyabf
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86
pyABF is a Python package for reading electrophysiology data from Axon Binary Format (ABF) files
Simple Neural Network
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84
Creating a simple neural network in Python with one input layer (3 inputs) and one output neuron.
Micromlp
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81
A micro neural network multilayer perceptron for MicroPython (used on ESP32 and Pycom modules)
Navis
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79
Python library for analysis of neuroanatomical data.
Ab_distillation
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78
Knowledge Transfer via Distillation of Activation Boundaries Formed by Hidden Neurons (AAAI 2019)
Gopigo
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75
GoPiGo Connectome Code
Neurox
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73
A Python library that encapsulates various methods for neuron interpretation and analysis in Deep NLP models.
Neuron_as_deep_net
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69
Code behind the work "Single Cortical Neurons as Deep Artificial Neural Networks", published in Neuron 2021
Spiketorch
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69
Experiments with spiking neural networks (SNNs) in PyTorch. See https://github.com/BINDS-LAB-UMASS/bindsnet for the successor to this project.
Bioexplorer
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61
The Blue Brain BioExplorer (BBBE) is a tool for data visualization experts and scientists to extract and analyze scientific data from visualization and interactive exploration
Efel
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60
Electrophys Feature Extraction Library
Lfpy
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60
Python-module for calculation of extracellular potentials from multicompartment neuron models and networks
Dropneuron
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58
DropNeuron: Simplifying the Structure of Deep Neural Networks
Indrnn_theano_lasagne
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57
This code is to implement the IndRNN.
Yass
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54
YASS: Yet Another Spike Sorter
Rivuletpy
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50
Robust 3D Neuron Tracing / General 3D tree structure extraction in Python for 3D images powered by the Rivulet2 algorithm. Pain-free Install & use in 5 mins.
Bmusegan
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50
Code for “Convolutional Generative Adversarial Networks with Binary Neurons for Polyphonic Music Generation”
Replicating Face Mask Detector
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49
Binary Stochastic Neurons
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48
Binary Stochastic Neurons in PyTorch
Elm
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47
Python Extreme Learning Machine (ELM) is a machine learning technique used for classification/regression tasks.
Neuroconstruct
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44
neuroConstruct: biophysically detailed neuronal modelling in 3D
Tensorflow Seq2seq Dialogs
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43
Build conversation Seq2Seq models with TensorFlow
Visualize Neural Network
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42
Visualize neural network with or without weights
Musical Pattern Recognition In Spiking Neural Networks
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41
Differentiate notes using a spiking neural network
Spiking Net Tensorflow
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38
A spiking net simulator implemented in Tensorflow 2.0 with plastic synaptic delays and weights.
Simple Neural Networks
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37
Simple Neural Networks
Elm Pytorch
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37
Extreme Learning Machine implemented in Pytorch
Pyglm
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36
Interpretable neural spike train models with fully-Bayesian inference algorithms
Las Pytorch
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32
Listen, Attend and spell model for E2E ASR. Implementation in Pytorch
Pyrho
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32
A virtual optogenetics laboratory
Hebbiancnn
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31
Convolutional deep neural network with biology-inspired learning rule (Hebbian and reward-based learning)
C3net.pytorch
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31
Pytorch code for our NeurIPS 2019 paper "Cross-channel Communication Networks"
Pymuscle
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31
A motor unit based model of skeletal muscle and fatigue
Spiking Mlp
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30
A Spiking Multi-Layer Perceptron
Python Neuron
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30
Neuron class provides LNU, QNU, RBF, MLP, MLP-ELM neurons
Speech Separation
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30
Python scripts exploring sound separation using deep clustering
Keras Ordered Neurons
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29
Ordered Neurons LSTM
Bindsnet
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28
Simulation of spiking neural networks (SNNs) using PyTorch.
Morphio
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26
A python and C++ library for reading and writing neuronal morphologies
Cond Shift Neurons
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26
Implementation of Conditionally Shifted Neurons by Munkhdalai et al. (https://arxiv.org/pdf/1712.09926.pdf)
Snudda
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25
Create realistic networks of neurons, synapses placed using touch detection between axons and dendrites
Cnn_workshop
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25
CNN workshop held at NTNU, spring 2016.
Attention Guided Sparsity
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25
Attention-Based Guided Structured Sparsity of Deep Neural Networks
Music Sentneuron
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24
Controlling a LSTM to generate music with given sentiment (positive or negative).
Neuvid
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24
Generates neuroscience videos from high-level descriptions using Blender or VVDViewer.
Pymaid
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23
Python library to interface with CATMAID servers. Fully interoperable with navis.
Neurongpu
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23
A GPU library for simulation of large scale networks of biological neurons
Binarygan
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22
Code for "Training Generative Adversarial Networks with Binary Neurons by End-to-end Backpropagation"
Flika
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20
An interactive image processing program for biologists written in Python.
Alexnet
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20
custom implementation alexnet with tensorflow
Neurapse
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20
Nuerapse simulations for SNNs
Bohp_rnn
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20
Backprop training of recurrent neural networks with Hebbian plastic connections
Birdsong Generation Project
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20
Generating birdsong with WaveNet
Spikeflow
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20
Python library for easy creation and running of spiking neural networks in tensorflow.
Som
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19
Self-Organizing Map for unsupervised feature engineering and dimensionality reduction
Homm Master
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18
Official Code of Paper HoMM: Higher-order Moment Matching for Unsupervised Domain Adaptation (AAAI2020)
Spiking Restricted Boltzmann Machine
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17
RBM implemented with spiking neurons in Python. Contrastive Divergence used to train the network.
Kerasimo
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17
Plot neural networks generated by the Deep Learning library Keras
Credit Classifier
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17
German Credit Classifier
Gmdhpy
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17
Multilayered iterational algorithm of the Group Method of Data Handling
Generalized Regression Neural Networks Library From Scratch
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16
Generalized Regression Neural Networks estimates using the weighted averages of the outputs of the training data set. (With Gaussian kernel and Euclidean distance)
Teaching Ncso
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16
Course in Neural Computation and Self-Organization
Scinet_pytorch
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16
A PyTorch implementation of the SciNet Paper
Deep Calcium
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16
Fast, Simple Calcium Imaging Segmentation with Fully Convolutional Networks (https://arxiv.org/abs/1707.06314)
Dipde
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16
Numerical solver for coupled population density equations
Moose Core
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14
C++ basecode and python scripting interface
Neuron Merging
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14
Neuron Merging: Compensating for Pruned Neurons (NeurIPS 2020)
Miind
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13
Linked_neurons
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13
Keras implementation of the article "Solving internal covariate shift in deep learning with linked neurons"
Hnhn
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13
Hypergraph representation learning: Hypergraph Networks with Hyperedge Neurons.
Hebbian Masks
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12
An experiment with some brain-inspired ideas
Keras Daily Sales Forecast
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12
A Daily Sales Forecast using Keras with Tensorflow is performed. Predicted sales model take into account Day of the Week, Day of the Month, Week of the Month, Week of the Year, Year of the Month and could be easily improved using Holidays. Accuracy obtained over 92%. The current NN model has proved to improve performance over ARIMA models.
Blender2neuroml
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12
Conversion script to bring neuron models drawn in Blender into NeuroML format
Pyorderbooktrading
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12
Bitmex orderbooks saving + (neural) trading signal generator + backtesting etc.
Nengo Fpga
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12
Nengo extension to connect to FPGAs
Golden_touch
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12
Predict the price of gold using sequence generation via ANNs with LSTM neurons
Sanpy
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11
SanPy is software for whole-cell current clamp analysis.
Pytruenorth
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11
Python package to train, deploy, and communicate with TrueNorth
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