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ycy012's Projects

awesome-neuromorphic-hw icon awesome-neuromorphic-hw

Repository collecting papers about neuromorphic hardware, such as ASIC and FPGA implementations of SNNs and stuff.

bindsnet icon bindsnet

Simulation of spiking neural networks (SNNs) using PyTorch.

butterfly_acc icon butterfly_acc

The codes and artifacts associated with our MICRO'22 paper titled: "Adaptable Butterfly Accelerator for Attention-based NNs via Hardware and Algorithm Co-design"

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.

open-neuromorphic icon open-neuromorphic

List of open source neuromorphic projects: SNN training frameworks, DVS handling routines and so on.

snn-accelerator icon snn-accelerator

A three-layer LIF neuron SNN accelerator. The first layer is the input layer and has 784 neurons, that receive the encoded spikes. The second layer is the hidden layer and has 100 neurons; the last layer is the output layer with 10 neurons.

syncnn icon syncnn

[FPL 2021] SyncNN: Evaluating and Accelerating Spiking Neural Networks on FPGAs.

zynet icon zynet

使用python脚本自动生成全连接网络, https://www.youtube.com/watch?v=3z_Eh3PSXKk

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