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Search results for python spike

120 search results found

Binance Trade Bot ⭐ 7,367

Automated cryptocurrency trading bot

Snntorch ⭐ 935

Deep and online learning with spiking neural networks in Python

Spiking Neural Network ⭐ 434

Pure python implementation of SNN

Spike Prime ⭐ 252

Experiments with the LEGO Mindstorms (51515) and SPIKE Prime (45678)

Elephant ⭐ 174

Elephant is the Electrophysiology Analysis Toolkit

Publicly available event datasets and transforms.

Inkscapemadeeasy ⭐ 157

Set of python modules that extends Aaron Spike's inkex.py module, adding methods and classes to help the development of new extensions for inkscape.

Visevent_sot_benchmark ⭐ 93

[IEEE TCYB 2023] The first large-scale tracking dataset by fusing RGB and Event cameras.

Ecephys_spike_sorting ⭐ 93

Modules for processing extracellular electrophysiology data from Neuropixels probes

Inner ear models for Python

Spyking Circus ⭐ 78

Fast and scalable spike sorting in python

Viral Mutation ⭐ 78

Language modeling of viral evolution

Python package for analysis of dynamic fluorescence microscopy data

Spiketorch ⭐ 69

Experiments with spiking neural networks (SNNs) in PyTorch. See https://github.com/BINDS-LAB-UMASS/bindsnet for the successor to this project.

Tools for spike data analysis and visualization

Firemarshal ⭐ 66

Software workload management tool for RISC-V based SoC research. This is the default workload management tool for Chipyard and FireSim.

Python implementation of spike distance metrics

YASS: Yet Another Spike Sorter

Spiketutorials ⭐ 52

Tutorials for using SpikeInterface on extracellular datasets.

Holoscope ⭐ 48

HoloScope: Topology-and-Spike Aware Fraud Detection

JAX-based Spiking Neural Network framework

Tridesclous ⭐ 46

offline/online spike sorting. Un logiciel de gauche qui ne fait pas d'amalgame entre la classe et la coquetterie.

Lego Robotics ⭐ 43

Mindstorms (RCX, NXT, EV3), SPIKE (Essential, Prime, Robot Inventor), BOOST, WeDo & other LEGO robotics platforms

Theano_pyglm ⭐ 41

Generalized linear models for neural spike train modeling, in Python! With GPU-accelerated fully-Bayesian inference, MAP inference, and network priors.

Musical Pattern Recognition In Spiking Neural Networks ⭐ 41

Differentiate notes using a spiking neural network

Interpretable neural spike train models with fully-Bayesian inference algorithms

Combinato ⭐ 36

Automatic spike sorting, cluster visualization, spike sorting GUIs

Replay_trajectory_classification ⭐ 36

State space models for decoding hippocampal trajectories and determining their type using sorted or clusterless data

Python tools for analysis of neurophysiology data

Lunaticlog ⭐ 33

Fake HTTP log generator module, test if your monitor system can survive under the log spikes.

Quickspikes ⭐ 31

Fast spike detection and extraction for Python

Automatic spike sorting up to 64 channels

Neuroelectrophysiology object model and data analysis in Python.

Spikeforest2 ⭐ 30

SpikeForest -- spike sorting analysis for website -- version 2

Spikingformer ⭐ 27

Spikingformer: Spike-driven Residual Learning for Transformer-based Spiking Neural Network

Klustaviewa ⭐ 27

LEGACY - Graphical interface for spike sorting manual stage in Python

Perfmetrics ⭐ 27

A library for sending software performance metrics from Python libraries and apps to statsd.

Pytorch implementation of TSSL-BP rule for Deep Spiking Neural Networks.

Hybrid Snn Conversion ⭐ 26

Training spiking networks with hybrid ann-snn conversion and spike-based backpropagation

Buffer Overflows ⭐ 25

Nupic.audio ⭐ 25

Audio (analog, digital) experiments using NuPIC HTM/CLA

Phy Contrib ⭐ 24

[This repository is archived, will be deprecated after the release of phy 2.0]

Software for high density electrophysiology

Raman Deconvolution ⭐ 23

Deconvolution of Raman spectra

Hx711py3 ⭐ 23

port from https://github.com/tatobari/hx711py to python3 with my custom needs

A Python implementation of fast non-negative deconvolution

A toolbox for inferring spikes from calcium traces.

Spike Flownet ⭐ 20

A Python application for visualizing, navigating, and spike sorting high-density multichannel neuronal extracellular waveform data

A cool web interface to manage rules for naxsi

Snn_object_recognition ⭐ 17

One-Shot Object Appearance Learning using Spiking Neural Networks

Spiking Restricted Boltzmann Machine ⭐ 17

RBM implemented with spiking neurons in Python. Contrastive Divergence used to train the network.

Knowing what you know - Bayesian brain parcellation

Spike analysis software

Testing processors with Random Instruction Generation

Proportional-Derivative Neural Networks, as described in Temporally Efficient Deep Learning with Spikes

Deep Calcium ⭐ 16

Fast, Simple Calcium Imaging Segmentation with Fully Convolutional Networks (https://arxiv.org/abs/1707.06314)

Python For Spike Prime ⭐ 16

These are the programs we use every day as a team for programming the LEGO SPIKE PRIME for competitions such as the First Lego League. Feel free to use this code and tag us on social media if you do so

Newsletter Stats ⭐ 16

Statistics for each published edition of Data Is Plural.

Fit_neuron ⭐ 15

A neuroscience python package for the estimation and evaluation of neural models from patch clamp neural recordings, including a library of spike distance metrics..

Spike Gan ⭐ 14

Tensorflow implementation of Spike-GAN, which allows generating realistic patterns of neural activity whose statistics approximate a given traing dataset.

Spikingformer Cml ⭐ 14

Enhancing the Performance of Transformer-based Spiking Neural Networks by SNN-optimized Downsampling with Precise Gradient Backpropagation

Aws Lambda Concurrency Hunt ⭐ 14

This code example illustrates a programmatic way to search through CloudWatch Metrics for Lambda concurrency spikes.

Bntt Batch Normalization Through Time ⭐ 14

Accepted to Frontiers in Neuroscience (2021)

Masseffect2 ⭐ 13

Mass Effect 2 Pinball game for Mission Pinball Framework

Spiketools ⭐ 13

Tools for analyzing spiking data.

Python package for generating benchmark data for evaluating spike sorting methods

GLMCC: The generalized linear model for spike cross-correlation (Kobayashi et al., Nature Communications, 2019)

Py Oopsi ⭐ 13

Python implementation of fast-oopsi, smc-oopsi, wiener, and discretize with binning

Aerospike Nozzle Design Gui ⭐ 12

Graphical software for designing aerospike rocket nozzles

Pytorch Eventprop ⭐ 12

A PyTorch implementation of EventProp [https://arxiv.org/abs/2009.08378], a method to train Spiking Neural Networks

SPIKE a collaborative development for a FT-spectroscopy processing program.

Pytruenorth ⭐ 11

Python package to train, deploy, and communicate with TrueNorth

Nest Stdpmodule ⭐ 10

A generalizable model of spike-timing dependent plasticity for the Neural Simulation Tool (NEST).

Pywaveclus ⭐ 10

Python port of WaveClus

Python package for extraction, spike clustering and processing of Intan recorded neural data for Katz Lab

hdnet - Hopfield denoising network

Official code of [AAAI 2023] - Unsupervised Spike Depth Estimation via Cross-modality Cross-domain Knowledge Transfer

Rec_to_nwb ⭐ 9

Data Migration REC -> NWB 2.0 Service

Ted.python ⭐ 9

Time Encoding and Decoding Toolkit for Python

Reeprotocol ⭐ 9

IEC-870-5-102 for REE Spanish Electric meters

a graphical tool for generating hybrid ground-truth spiking data for evaluating spike sorting performance

Bazel Python Spike ⭐ 9

Experiment with using Bazel for testing Python

Temporalencoding ⭐ 9

Supervised learning in spiking neural networks for precise temporal encoding

Spikingtorch ⭐ 9

A pytorch implementation of spiking neural networks and backpropagation through spikes

Realtimeelectrophy ⭐ 8

The RealTimeElectrophy is a collection of useful programs designed to simplify visual neurophysiology research. The Experimenter package lies in the central position of the routines. An experimenter controls the visual stimulators via StimControl and receives spikes data from SpikeRecord. Precise frame timing is done by StimControl which sends a sweepstamp trigger to the acquisition system for each screen sweep. Once the visual stimuli is synchronized with the spikes via Experimenter, prelimina

Swissknife ⭐ 8

Hesseflux ⭐ 8

hesseflux provides functions used in the processing and post-processing of the Eddy covariance flux data of the ICOS ecosystem site FR-Hes.

Spike Tools ⭐ 8

Utilities for experimenting with Lego Spike Hub

Reflection_scan ⭐ 8

Proof of concept created for 'Reflection Scan: an Off-Path Attack on TCP'.

Spikemetrics ⭐ 7

Metrics for spike sorting validation/quality control

A GUI for running popular spike sorting algorithms on extracellular data of any file format.

Tor_anomaly ⭐ 7

Tor anomaly detection aimed to be an easier to read/modify implementation of existing codebase.

Multitimemodeling ⭐ 7

Prediction Using Bayesian Structural Time Series

Calculates the multiscale relevance of neurons

Sirvsuite ⭐ 7

SIRVsuite is a command line tool to QC an RNA-Seq workflow using Lexogen's SIRV spike-in controls.

Socket Reboot ⭐ 6

Design of a reworked implementation of socket, ssl, and select modules for Jython, using Netty 4.

Adaptive_kernel_methods ⭐ 6

Python code for Kernel LMS (KLMS) algorithm with sklearn API. We also implemented neural spike kernels. We also have KLMS and Kernel PCA for neural spike data.

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