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This repository contains code to sample and reconstruct bandlimited signals using time encoding machines that use a perfect integrate-and-fire paradigm.
Learning Spatio-Temporally Encoded Pattern Transformations in Structured Spiking Neural Networks
Automatic music transcription using semantic segmentation model. Reached state-of-the-art score on MAPS and MusicNet.
Differentiate notes using a spiking neural network
Mutiple F0 Estimation
MATLAB code for implementing the Population Tracking neural data analysis method.
Python - 100天从新手到大师
Leetcode with Python language
《利用Python进行数据分析·第2版》
关于python的面试题
语音信号处理试验教程,Python代码
This library provides common speech features for ASR including MFCCs and filterbank energies.
pytorch handbook是一本开源的书籍,目标是帮助那些希望和使用PyTorch进行深度学习开发和研究的朋友快速入门,其中包含的Pytorch教程全部通过测试保证可以成功运行
pytorch-kaldi is a project for developing state-of-the-art DNN/RNN hybrid speech recognition systems. The DNN part is managed by pytorch, while feature extraction, label computation, and decoding are performed with the kaldi toolkit.
Temporal backpropagation for spiking neural networks with one spike per neuron, by S. R. Kheradpisheh and T. Masquelier, International Journal of Neural Systems (2020), doi: 10.1142/S0129065720500276
Some sample code that I've worked on, including programs in matlab, python, and R.
Repository for Niko and Alexis to share stuff
Deep SNNs with various neural coding methods (rate, phase, burst, TTFS)
The code associated with Comparing SNNs and RNNs on neuromorphic vision datasets: Similarities and differences.
Pytorch implementation of a Self-Organizing Map
A Implementation of SpecAugment with Tensorflow & Pytorch, introduced by Google Brain
Classifying Google/TensorFlow's Speech_Commands_v0.01 dataset using various Machine/Deep Learning models.
Convolutional 3D Spiking Neural Network to classify videos
Design an supervised algorithm based on Tempotron to number recognition.
A declarative, efficient, and flexible JavaScript library for building user interfaces.
🖖 Vue.js is a progressive, incrementally-adoptable JavaScript framework for building UI on the web.
TypeScript is a superset of JavaScript that compiles to clean JavaScript output.
An Open Source Machine Learning Framework for Everyone
The Web framework for perfectionists with deadlines.
A PHP framework for web artisans
Bring data to life with SVG, Canvas and HTML. 📊📈🎉
JavaScript (JS) is a lightweight interpreted programming language with first-class functions.
Some thing interesting about web. New door for the world.
A server is a program made to process requests and deliver data to clients.
Machine learning is a way of modeling and interpreting data that allows a piece of software to respond intelligently.
Some thing interesting about visualization, use data art
Some thing interesting about game, make everyone happy.
We are working to build community through open source technology. NB: members must have two-factor auth.
Open source projects and samples from Microsoft.
Google ❤️ Open Source for everyone.
Alibaba Open Source for everyone
Data-Driven Documents codes.
China tencent open source team.