Projects

Updated 6 months ago

sparrow • Science 44%

This is a project for mechanical fault detection. The reason why it is called cute little bird may be because the eyesight of birds is particularly good, and they can detect small bugs. Besides, they are cute too. In the current version, we have tested some planetary gearbox vibration data in the lab, and there are 8 error types in total. And use Capsule Neural Networks for pattern recognition to detect error types in vibrations and it works really well.

capsule-network deep-learning machanical-fault-detection vibration-analysis

Updated 6 months ago

https://github.com/cedrickchee/capsule-net-pytorch • Science 36%

[NO MAINTENANCE INTENDED] A PyTorch implementation of CapsNet architecture in the NIPS 2017 paper "Dynamic Routing Between Capsules".

capsnet capsule capsule-network dynamic-routing dynamic-routing-between-capsules hinton neural-networks pytorch

Updated 6 months ago

masters-thesis • Science 49%

Master's thesis - Assessment of cognitive load in extreme environment

biosignals capsule-network cognitive-neuroscience copulas electrocardiography electrodermal-activity gramian-angular-fields granger-causality machine-learning neural-network respiration space

Updated 6 months ago

https://github.com/brain-to/capsnet • Science 13%

Deep fMRI Encoding Models of Human Vision using Capsule Networks

artificial-intelligence capsule-network computer-vision convolutional-neural-networks fmri human-vision machine-learning neuroimaging neuroscience

ecosyste.ms

Data

Tools

Indexes

Applications

Experiments

Open Source Science

sparrow • Science 44%

https://github.com/cedrickchee/capsule-net-pytorch • Science 36%

masters-thesis • Science 49%

https://github.com/brain-to/capsnet • Science 13%