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Guoyao Shen's Projects

atthybrid-varnet icon atthybrid-varnet

Attention hybrid variational network for accelerated MRI reconstruction.

hourglass_torch icon hourglass_torch

Use pytorch to implement a hourglass model of human pose detection.

nma-project icon nma-project

This is a project corresponding to the Neuromatch Academy.

resnetgpt icon resnetgpt

用Resnet101+GPT搭建一个玩王者荣耀的AI

spiking-neural-network-snn-with-pytorch-where-backpropagation-engenders-stdp icon spiking-neural-network-snn-with-pytorch-where-backpropagation-engenders-stdp

What about coding a Spiking Neural Network using an automatic differentiation framework? In SNNs, there is a time axis and the neural network sees data throughout time, and activation functions are instead spikes that are raised past a certain pre-activation threshold. Pre-activation values constantly fades if neurons aren't excited enough.

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