Elastic Gossip: Distributing Neural Network Training Using Gossip-like Protocols

1 code implementation • 6 Dec 2018 • Siddharth Pramod

Distributing Neural Network training is of particular interest for several reasons including scaling using computing clusters, training at data sources such as IOT devices and edge servers, utilizing underutilized resources across heterogeneous environments, and so on.

Detecting Epileptic Seizures from EEG Data using Neural Networks

no code implementations • 19 Dec 2014 • Siddharth Pramod, Adam Page, Tinoosh Mohsenin, Tim Oates

We explore the use of neural networks trained with dropout in predicting epileptic seizures from electroencephalographic data (scalp EEG).

EEG Specificity