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- research-articleJuly 2019
Classification of EEG signals using genetic programming for feature construction
GECCO '19: Proceedings of the Genetic and Evolutionary Computation ConferencePages 1275–1283https://doi.org/10.1145/3321707.3321737The analysis of electroencephalogram (EEG) waves is of critical importance for the diagnosis of sleep disorders, such as sleep apnea and insomnia, besides that, seizures, epilepsy, head injuries, dizziness, headaches and brain tumors. In this context, ...
- short-paperJune 2019
Neuromodulation system in closed loop for enhancing the sleep and the memory consolidation
- Nestor Garay-Vitoria,
- Andoni Arruti,
- José I. Martín,
- Javier Muguerza,
- Ainara Garzo,
- Erik Hernández,
- Ainhoa Álvarez,
- Jon Arambarri,
- Pedro M. Paz-Alonso,
- Manuel Carreiras,
- Ander Ramos-Murguialday
Interacción '19: Proceedings of the XX International Conference on Human Computer InteractionArticle No.: 11, Pages 1–4https://doi.org/10.1145/3335595.3335646Recently, there has been growing interest in analyzing the relationship between sleep quality and brain capacities, in terms of memory consolidation and the possible appearance of degenerative diseases such as dementias, including Alzheimer. This paper ...
- research-articleAugust 2018
An automatic analysis of sleep stage 2 based on the Fujimori method
Electronics and Communications in Japan (WECJ), Volume 101, Issue 9Pages 34–41https://doi.org/10.1002/ecj.12090AbstractAfternoon sleepiness in daily life reduces arousal level, performance, concentration, and so on. It is well known that short naps are effective to cancel the sleepiness and sleep stage 2 is one of the important factors about sleeping especially in ...
- articleApril 2018
Epileptiform Activity Detection and Classification Algorithms of Rats with Post-traumatic Epilepsy
Pattern Recognition and Image Analysis (SPPRIA), Volume 28, Issue 2Pages 346–353https://doi.org/10.1134/S1054661818020153In this paper, the problem of epileptiform activity in EEG of rats before and after Traumatic Brain Injury is considered. Experts in neurology performed a manual markup of signals as Epileptiform Discharges and Sleep Spindles. A proprietary Event ...
- articleJune 2000
Autoassociative MLP in Sleep Spindle Detection
Journal of Medical Systems (JMSY), Volume 24, Issue 3Pages 183–193https://doi.org/10.1023/A:1005543710588Spindles are one of the most important short-lasting waveforms in sleep EEG. They are the hallmarks of the so-called Stage 2 sleep. Visual spindle scoring is a tedious workload, since there are often a thousand spindles in one all-night recording of ...
