LiYuan-0709's repositories
awesome-snn
🔥🔥🔥A collection of some awesome public SNN(Spiking Neural Network) projects.
BSSL-LSM
A binaural sound source localization method based on liquid state machine.
Co-Explore-NAS
Hardware/Software Co-Exploration of Neural Architectures
Coursera-ML-AndrewNg-Notes
吴恩达老师的机器学习课程个人笔记
deep-learning-with-python-notebooks
Jupyter notebooks for the code samples of the book "Deep Learning with Python"
desire-backpropagation
Learning algorithm for spiking neural networks
finn-examples
Dataflow QNN inference accelerator examples on FPGAs
HW-PR-NAS
HW-PR-NAS is a single surrogate model trained to Pareto rank the architectures based on Accuracy, Latency and energy consumption
Neural-Architecture-Search-for-Spiking-Neural-Networks
Neural Architecture Search for Spiking Neural Networks, ECCV2022
PCRITICAL
LSM implementation with the P-CRITICAL plasticity rule
QSNNs
Quantization-aware training with spiking neural networks
radix-encoding
Framework for radix encoded SNN on FPGA
SNNQuantPrune
Code for the ISCAS23 paper "The Hardware Impact of Quantization and Pruning for Weights in Spiking Neural Networks"
zero-cost-nas
Zero-Cost Proxies for Lightweight NAS