edwardzcl

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Peking University

Peking University

https://blog.csdn.net/edward_zcl

Chenglong Zou's repositories

ALL_INT_SNN

An All Integer-based Spiking Neural Network with Dynamic Threshold Adaptation

Language:PythonMIT000

Algorithm_for_Workshop_Scheduling

A repo of some algorithms for workshop scheduling problems

Language:Python000

Spiking_Networks_with_Negative_Spike_Dynamics

A simulation framework for SNNs with negative spike dynamics

Language:PythonMIT300

Spatio_temporal_SNNs

A training, testing and evaluation python script for spiking neural networks with spatio_temporal conversion.

Language:PythonMIT500

SRNN

A Hybrid Spiking Recurrent Neural Network on Hardware for Efficient Emotion Recognition

Language:PythonMIT400

RSNN

Residual Spiking Neural Network for Speech Keyword Spotting

Language:PythonMIT100

TWTA

CNNs with ternary weights and ternary activations

Language:PythonMIT400

micronet

micronet, a model compression and deploy lib. compression: 1、quantization: quantization-aware-training(QAT), High-Bit(>2b)(DoReFa/Quantization and Training of Neural Networks for Efficient Integer-Arithmetic-Only Inference)、Low-Bit(≤2b)/Ternary and Binary(TWN/BNN/XNOR-Net); post-training-quantization(PTQ), 8-bit(tensorrt); 2、 pruning: normal、regular and group convolutional channel pruning; 3、 group convolution structure; 4、batch-normalization fuse for quantization. deploy: tensorrt, fp32/fp16/int8(ptq-calibration)、op-adapt(upsample)、dynamic_shape

MIT100

Deep-learning-beginner

A simple document for deep learning beginner

200

my_collection

mygithub_collection

Language:Python200

Dive-into-DL-PyTorch

本项目将《动手学深度学习》(Dive into Deep Learning)原书中的MXNet实现改为PyTorch实现。

Apache-2.0000

mindspore

MindSpore is a new open source deep learning training/inference framework that could be used for mobile, edge and cloud scenarios.

Language:C++Apache-2.0100

edwardzcl.github.io

My github pages

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TWBA_Nets

Deep neural networks with ternary weights {-1,0,+1} and binary activations {0,1}

Language:Python300

spike_bnn

binary neural network for spiking neural network

Language:MATLAB700

ODIN

ODIN online-learning digital spiking neural network (SNN) processor - HDL source code and documentation.

Language:VerilogNOASSERTION100

my_yolo_tensorflow

Tensorflow implementation of YOLO, including training and test phase.

Language:PythonMIT100

Tensorflow-Cookbook

Simple Tensorflow Cookbook for easy-to-use

Language:PythonMIT100

USTC-Course

:heart:**科学技术大学课程资源

Language:Python000

libpku

北京大学课程资料整理

Language:JavaScript100

python_interview_question

关于python的面试题

200

DeepLearning_tutorials

The deeplearning algorithms implemented by tensorflow

Language:Jupyter Notebook100

Python-Knowledge-Handbook

Python Knowledge Handbook by Python数据之道， website： http://liyangbit.com/

100

awesome-python-sources

include awesome python sources

000

BigGAN-Tensorflow

Simple Tensorflow implementation of "Large Scale GAN Training for High Fidelity Natural Image Synthesis" (BigGAN)

Language:PythonMIT100

tensorflow-YOLO1

目标检测yolo算法，采用tensorflow框架编写，中文注释完全，含测试和训练，支持摄像头

Language:Python000

YOLO_tensorflow

tensorflow implementation of 'YOLO : Real-Time Object Detection'

Language:PythonNOASSERTION100

Spiking-Neural-Network

Pure python implementation of SNN

Language:PythonApache-2.0200

arxiv-sanity-preserver

Web interface for browsing, search and filtering recent arxiv submissions

Language:PythonMIT100

pytorch-YOLO-v1

an experiment for yolo-v1, including training and testing.

Language:PythonMIT000