Qianpeng Li's Projects
A tiny scalar-valued autograd engine and a neural net library on top of it with PyTorch-like API
🎨 ML Visuals contains figures and templates which you can reuse and customize to improve your scientific writing.
NetRunner is a simple neural network visualizer created in Unity3D.
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.
I will share some useful or interesting papers about neuromorphic processor
Network on Chip Simulator
ODIN online-learning digital spiking neural network (SNN) processor - HDL source code and documentation.
Model of cortical microcircuit (Potjans, 2014)
A model for Predict Future Sales of kaggle
how to use pynq
PYNQ学习资料
Config files for my GitHub profile.
Reducing Information Loss for Spiking Neural Networks
some RL demo beased on python
Dopamine is a neuro-modulator, affecting synaptic plasticity,simulating R-STDP (Reinforcement learning) by python
基于RV32I指令集的多周期处理器
Material for the Systems and Cognitive NeuroScience online course
contains nine datasets of single cell RNA sequencing data
A simple, easy-to-use and flexible siamese neural network implementation for Keras
通过学习《自己动手写CPU》,将书中实现的兼容MIPS32指令集架构的处理器——OpenMIPS(五级流水线结构),简化成单指令周期实现的处理器
this repository cord my subscriptions in arxiv with spiking neural network, and [this](https://github.com/shenhaibo123/SNN_summaries) is my summaries.
a demo for SNN