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senbon-sakura's Projects

-neural-networks-and-neuromophic-computing-on-silicon icon -neural-networks-and-neuromophic-computing-on-silicon

My name is Fang Biao. I'm currently pursuing my Master degree with the college of Computer Science and Engineering, Si Chuan University, Cheng Du, China. For more informantion about me and my research, you can go to [my homepage](https://github.com/hisrg). One of my research interests is architecture design for deep learning and neuromorphic computing. This is an exciting field where fresh ideas come out every day, so I'm collecting works on related topics. Welcome to join us!

1tnr_structure icon 1tnr_structure

Simulation Leakage with different 1TnR ReRAM-based architecture

decisiontree icon decisiontree

Implementation of DecisionTree based on watermelon 2.0 dataset

deeplearningee icon deeplearningee

Collection of Papers and Trials on Deep Learning to aid EE design

dnn icon dnn

First DNN Project with Python

gem5 icon gem5

Record of gem5 learning.

handson-ml2 icon handson-ml2

A series of Jupyter notebooks that walk you through the fundamentals of Machine Learning and Deep Learning in Python using Scikit-Learn, Keras and TensorFlow 2.

kmeans icon kmeans

Implementing Kmeans algorithm based on python

lda icon lda

Implement LDA algorithm

lvq icon lvq

Implementing LVQ algorithm with python

navebayes icon navebayes

naveBayes project with python, implementing watermelon dataset 3.0

neural-networks-on-silicon icon neural-networks-on-silicon

This is originally a collection of papers on neural network accelerators. Now it's more like my selection of research on deep learning and computer architecture.

numpy-cnn icon numpy-cnn

A numpy-only implementation of a Convolutional Neural Network, from the ground up.

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