scispace - formally typeset
D

Drausin Wulsin

Researcher at University of Pennsylvania

Publications -  18
Citations -  1570

Drausin Wulsin is an academic researcher from University of Pennsylvania. The author has contributed to research in topics: Epilepsy & Ictal. The author has an hindex of 11, co-authored 16 publications receiving 1398 citations. Previous affiliations of Drausin Wulsin include University of Washington.

Papers
More filters
Journal ArticleDOI

Modeling electroencephalography waveforms with semi-supervised deep belief nets: fast classification and anomaly measurement.

TL;DR: It is demonstrated how the unsupervised step of DBN learning produces an autoencoder that can naturally be used in anomaly measurement, and results indicate that DBNs and raw data inputs may be more effective for online automated EEG waveform recognition than other common techniques.
Proceedings ArticleDOI

Semi-Supervised Anomaly Detection for EEG Waveforms Using Deep Belief Nets

TL;DR: It is shown that Deep Belief Nets, a type of multi-layer generative neural network, can be used effectively for EEG anomaly detection and can facilitate human review of large amounts of clinical EEG as well as mining new EEG features that may be indicators of unusual activity.
Journal ArticleDOI

Temporal changes of neocortical high-frequency oscillations in epilepsy

TL;DR: Temporal analysis of HFO features has potential for designing custom seizure prediction algorithms and for exploring the relationship between HFOs and seizure generation.
Journal ArticleDOI

Mining continuous intracranial EEG in focal canine epilepsy: Relating interictal bursts to seizure onsets

TL;DR: A long‐term iEEG dataset from canines with naturally occurring epilepsy is leveraged to investigate interictal bursts and their electrographic relationship to seizures.