autonomous-deep-learning

There are 0 repository under autonomous-deep-learning topic.

andriash001 / DEVDAN
An automated construction of a denoising autoeconder is presented here. It features an open structure both in the generative phase and in the discriminative phase where input features can be automatically added and discarded on the fly and free of the problem- specific threshold.
autonomous-deep-learning continual-learning deep-learning deep-neural-networks denoising-autoencoders
Language:MATLAB 3
andriash001 / ADL
This code refers to all experiments in our paper "Autonomous Deep Learning: Continual Learning Approach for Dynamic Environments"
autonomous-deep-learning data-streams continual-learning deep-learning deep-neural-networks
Language:MATLAB 2
andriash001 / ADLPlus-DEVDANPlus
Modified version of ADL and DEVDAN: Implement multiple node growing scenario and adaptive synapses pruning
deep-learning deep-neural-networks autonomous-deep-learning denoising-autoencoders data-streams synapses-pruning
Language:MATLAB 1

andriash001 / DEVDAN