| Towards real-time in-implant epileptic seizure prediction. | |
| | |
MedLine Citation:
|
PMID: 17947144 Owner: NLM Status: MEDLINE |
Abstract/OtherAbstract:
|
We present an architecture of an epileptic seizure prediction system suitable for an implantable implementation. The microsystem comprises a neural interface, a spectral analysis processor and an artificial neural network (ANN). The neural interface and the spectral analysis processor have been prototyped in a 0.35 microm CMOS technology with experimental results are presented. The wavelet-based artificial neural network predicts the onsets of seizure up to two minutes before their occurrence in an in-vitro epilepsy model using a mouse hippocampal brain slice with recurrent spontaneous seizures. |
| | |
Authors:
|
Joseph N Y Aziz; Rafal Karakiewicz; Roman Genov; Berj L Bardakjian; Miron Derchansky; Peter L Carlen |
Related Documents
:
|
10946394 - Construction of confidence intervals for neural networks based on least squares estimat... 17282104 - Effective approach for detecting the single trial erp using rational gaussian neural ne... 20389504 - Optical performance monitoring of qpsk data channels by use of neural networks trained ... 16311814 - Multi-space classification for predicting gpcr-ligands. 17134134 - Electrohydrodynamic generation and delivery of monodisperse picoliter droplets using a ... 22066194 - Phenological dynamics of dasineura mali (diptera: cecidomyiidae) and its parasitoid pla... |
Publication Detail:
|
Type: Journal Article; Research Support, Non-U.S. Gov't |
Journal Detail:
|
Title: Conference proceedings : ... Annual International Conference of the IEEE Engineering in Medicine and Biology Society. IEEE Engineering in Medicine and Biology Society. Conference Volume: 1 ISSN: 1557-170X ISO Abbreviation: Conf Proc IEEE Eng Med Biol Soc Publication Date: 2006 |
Date Detail:
|
Created Date: 2007-10-23 Completed Date: 2008-03-10 Revised Date: - |
Medline Journal Info:
|
Nlm Unique ID: 101243413 Medline TA: Conf Proc IEEE Eng Med Biol Soc Country: United States |
Other Details:
|
Languages: eng Pagination: 5476-9 Citation Subset: IM |
Affiliation:
|
Department of Electrical & Computer Engineering, University of Toronto, ON, Canada. |
Export Citation:
|
APA/MLA Format Download EndNote Download BibTex |
| MeSH Terms | |
Descriptor/Qualifier:
|
Algorithms Animals Artificial Intelligence Diagnosis, Computer-Assisted Electrodes, Implanted* Electroencephalography / instrumentation, methods Epilepsy / diagnosis* Humans Mice Microcomputers Models, Theoretical Neural Networks (Computer) Pattern Recognition, Automated Signal Processing, Computer-Assisted Time Factors |
From MEDLINE®/PubMed®, a database of the U.S. National Library of Medicine
Previous Document: Integrated healthcare resource planning and management.
Next Document: Detecting controlled signals in the human brain by near infrared spectroscopy.