R Agarwal, J Gotman, Computer-assisted sleep staging. IEEE Trans. Biomed. Eng. 48, 1412–1423 (2001)
Article
Google Scholar
P Estevez, C Held, C Holzmann, C Perez, J Perez, J Heiss, M Garrido, P Peirano, Polysomnographic pattern recognition for automated classification of sleep-waking states in infants. Med. Bio. Eng. Comput. 40(1), 105–113 (2002)
Article
Google Scholar
B Kim, K Park, Automatic sleep stage scoring system using genetic algorithms and neural network. Proc. 22nd IEEE. Eng. Med. Biol. Soc. (EMBS) Conf. 849–850 (2000)
BT Skinner, HT Nguyen, DK Liu, Classification of EEG Signals Using a Genetic-Based Machine Learning Classifier (Int Conf. of the IEEE EMBS Cité Internationale, Lyon, France, 2007)
Book
Google Scholar
PLL Sornmo, Bioelectrical Signal Processing in Cardiac and Neurological Applications. (Elsevier Academic Press, 2005)
T Picton, Human Auditory Evoked Potentials. (Plural Publishing INC., 2010)
A Thronton, Properties of auditory brainstem evoked responses. Rev. Laryngol. Otol. Rhinol. (Bord) 97 Suppl, 591–601 (1976)
Google Scholar
G Dawson, Cerebral responses to nerve stimulation in man. Br. Med. Bull. 6, 326–329 (1950)
Google Scholar
C Geisler, L Frishkopf, W Rosenblith, Extracranial responses to acoustic clicks in man. Science 128, 1210–1211 (1958)
Article
Google Scholar
R Galambos, S Makeig, P Talmachoff, A 40-hz auditory potential recorded from human scalp. Proc. Natl. Acad. Sci. U. S. A. 5, 2643–2647 (1981). USA
Article
Google Scholar
TW Picton, S Hillyard, Human auditory evoked potentials. I: evaluation of components. Electroencephalogr. Clin. Neurophysiol. 36, 179–190 (1974)
Article
Google Scholar
C Madler, I Keller, D Schwender, E Poppel, Sensory information processing during general anaesthesia: effect of isoflorane on auditory evoked neuronal oscillations. British J. Anaesthesia. 66, 81–87 (1991)
Article
Google Scholar
N Kraus, T Nicol, Auditory Evoked Potential (Encyclopedia of Neuroscience, Springer-Verlag GmbH, Berlin Heidelberg, 2009), pp. 214–218
Google Scholar
S Brad, The auditory steady-state response: a premier. Hear. J. 55(9), 10 (2002). 14,17,18
Article
Google Scholar
C Pantev, T Elbert, S Makeig, S Hampson, C Eulitz, M Hoke, Relationship of transient and steady-state auditory evoked fields. Electroencephalogr. Clin. Neurophysiol. 88, 389–396 (1993)
Article
Google Scholar
H Vereecke, The Use of Fast Extracted Mid-Latency Auditory Evoked Potentials Monitoring to Improve the Measurement of the Hypnotic Component Of Anesthesia. (Ph.D. dissertation, Ghent University, Medical School, 2007)
KCRD Linden, KHT Picton, Human auditory steady-state evoked potential during sleep. Ear Hear. 6, 167–174 (1985)
Article
Google Scholar
J Jarger, R Chmiel, J Frost, N Coker, Effect of sleep on auditory steady state evoked potential. Electroenceph. Tech. Audiol. Otol. 7, 240–245 (1986)
Google Scholar
C Medler, E Poppel, Auditory evoked potentials indicate the loss of neural oscillations during general anesthesia. Nature 74, 42–43 (1987)
Google Scholar
TPG Plourde, Human steady state responses during general anaesthesia. Anaesthesia Analg. 71, 460–468 (1990)
Google Scholar
V Bonhomme, G Plourde, P Meuret, P Fiset, SB Backman, Auditory steady-state response and bispectral index for accessing level of consciousness during propoful sedation and hypnosis. Anasth. Analg. 91, 1398–1403 (2000)
Article
Google Scholar
A Yli-Hankala, H Edmonds, M Heine, T Strickland, T Tsueda, Auditory steady state response, upper facial EMG, EEG and heart rates as predictors of movement during isoflurane-nitrous oxide anaesthesia. British J. Anaesth. 73, 174–179 (1994)
Article
Google Scholar
G Plourde, C Villemure, Comparison of the effects of enfourane/N2O on the 40-Hz auditory steady-state response versus the auditory middle latency response. Anesth. Analg. 82, 75–83 (1996)
Google Scholar
T Picton, MS John, DW Purcell, G Plourde, Human auditory steady-state responses: the effects of recording technique and state of arousal. Anasth. Analg. 97(97), 1396–1402 (2003)
Article
Google Scholar
SJ Haghighi, D Hatzinakos, Monitoring Sleep with 40-Hz ASSR (22nd European Signal Processing Conference, Lisbon, Portugal, 2014)
Google Scholar
MVD Chris, Neural networks for image analysis. Proc. IEEE Ultrasonic Symposium 3, 1425–1433 (1990)
Google Scholar
PA Hughes, ADP Green, The use of neural networks for fingerprint classification. Proc. 2nd Int. Conf. Neural. Networks. 79-81 (1991)
E McDermott, S Katagiri, Shift-Invariant, Multi-Category Phoneme Recognition using Kohonen's LVQ2 (Proc. Int. Conf. Acoust., Speech, Signal Processing, Glasgow, U.K, 1989), pp. 81–84
Google Scholar
H Iwamida, S Katagiri, E McDermott, Y Tohkura, A Hybrid Speech Recognition System using HMMs with an LVQ-Trained Codebook (ATR Technical Report TR-A-0061, ATR Auditory and Visual Perception Research Laboratories, Japan, 1989)
Google Scholar
J Orlando, R Mann, S Haykin, Radar Classification of Sea-Ice using Traditional and Neural Classifiers (Proc. Int. Joint Conf. on Neural Networks, Washington, D.C., USA, 1990), pp. 263–266
Google Scholar
T Kohonen, Learning vector quantization. Neural Netw. 1(Supplement 1), 303 (1988)
Google Scholar
T Kohonen, G Bama, R Chrisley, Statistical Pattern Recognition with Neural Networks: Benchmarking Studies (Proc. IEEE Int. Conf. on Neural Networks, San Diego, Cal., USA, 1988), pp. 61–68
Google Scholar
T Kohonen, An introduction to neural computing. Neural Netw. 1, 3–16 (1988)
Article
Google Scholar
T Kohonen, Self-Organization and Associative Memory, 3rd edn. (Springer-Verlag, Berlin, Heidelberg, Germany, 1989)
Book
Google Scholar
T Kohonen, Improved Versions of Learning Vector Quantization (Int. Joint Conf. on Neural Networks IJCNN, San Diego, CA, USA, 1990), pp. 17–21
Google Scholar
R Ogilvie, The process of falling asleep. Sleep Med. Rev. 5(3), 247–270 (2001)
Article
Google Scholar
H Colten, B Altevogt, Sleep Disorders and Sleep Deprivation: an Unmet Public Health Problem, eds. by HR Colten, BM Altevogt (National Academies Press, Washington, DC, 2006)
J Hu, B Knapp, Electroencephalogram Pattern Recognition using Fuzzy Logic (Conf. on Signals Systems and Computers, Pacific Grove, CA, 1991), pp. 805–807
Google Scholar
T Suzuki, K Kobayashi, Y Umegaki, Effect of natural sleep on auditory steady state responses in adult subjects with normal hearing. Audiology 33, 274–279 (1994)
Article
Google Scholar
A Lewicke, E Sazonov, MJ Corwin, M Neuman, S Schuckers, CHIME Study Group, Sleep versus wake classification from heart rate variability using computational intelligence: consideration of rejection in classification models. IEEE Trans. Biomed. Engg. 55(1), 108–118 (2008)
Article
Google Scholar
W Karlen, D Floreano, Adaptive sleep-wake discrimination for wearable devices. IEEE Trans. Biomed. Engg. 58, 4 (2011)
Article
Google Scholar
L Almazaydeh, K Elleithy, M Faezipour, Obstructive Sleep Apnea Detection using SVM-Based Classification of ECG Signal Features (Int. Conf. of IEEE EMBS, San Diego, California USA, 2012)
Book
Google Scholar
A Brignol, T Al-ani, X Drouot, EEG-Based Automatic Sleep-Wake Classification in Humans using Short and Standard Epoch Lengths (IEEE 12th Int. Conf Bioinformatics & Bioengg (BIBE), Larnaca, Cyprus, 2012), pp. 11–13
Google Scholar
M Bsoul, H Minn, L Tamil, Apnea MedAssist: real-time sleep apnea monitor using single-lead ECG. IEEE Trans. Inf. Technol. Biomed. 15(3), 416–427 (2011)
Article
Google Scholar
N Acır, C Güzeliş, Automatic recognition of sleep spindles in EEG by using artificial neural networks. Expert Syst. Appl. 27(3), 451–458 (2004)
Article
Google Scholar
T Kohonen, Self-Organizing Maps (Springer Verlag, Berlin, Germany, 1995)
Book
Google Scholar
WF Leung, SH Leung, WH Lau, A Luk, Fingerprint recognition using neural networks, in Proc. IEEE Workshop Neural Networks for Signal Processing, 1991, pp. 226–235
Chapter
Google Scholar
GA Khuwaja, LVQ base models for recognition of human faces. Int. J. Comput. Appl. Technol. 16(4), 181–193 (2002)
Article
Google Scholar
MM Monwar, ML Gavrilova, Multimodal biometric system using rank-level fusion approach. IEEE Trans. Syst. Man. Cybern. Part B. Cybern 39(4), 867–878 (2009)
Article
Google Scholar
AK Jain, A Ross, Fingerprint Mosaicking, 4th edn. (Proc. IEEE Int. Conf. Acoust., Speech Signal Process, Orlando, FL, 2002), pp. 4064–4067
Google Scholar
A Hyvarinen, I Karhunen, E Oja, Independent Component Analysis, PA. (John Wiley & Sons, 2001)
A Ross, R Govindarajan, Feature Level Fusion using Hand and Face Biometrics (Proc. SPIE 2nd Conf. Biometric Technol. Human Identification, Orlando, FL, 2005), pp. 196–204
Google Scholar
K Chang, KW Bower, S Sarkar, B Victor, Comparison and combination of ear and face images in appearance-based biometrics. IEEE Trans. Pattern Anal. Mach. Intell. 25(9), 1160–1165 (2003)
Article
Google Scholar
GL Marcialis, F Roli, Fingerprint verification by fusion of optical and capacitive sensors. Pattern Recogn. Lett. 25(11), 1315–1322 (2004)
Article
Google Scholar
A Ross, AK Jain, Information fusion in biometrics. Pattern Recogn Letter 24, 2115–2125 (2003)
Article
Google Scholar
T Kinnunen, V Hautamäki, P Fränti, Fusion of Spectral Feature Sets for Accurate Speaker Identification (Proc. 9th Conf. Speech Comput, St. Petersburg, Russia, 2004), pp. 361–365
Google Scholar
TK Ho, JJ Hull, SN Srihari, Decision combination in multiple classifier systems. IEEE Trans Pattern Anal Mach Intell 16(1), 66–75 (1994)
Article
Google Scholar
VN Vapnik, Adaptive and Learning Systems for Signal Processing, Communications, and Control (Wiley, New York, 1998)
Google Scholar
P Pavlidis, I Wapinski, WS Noble, Support vector machine classification on the web. Bioinformatics 20(4), 586–587 (2004)
Article
Google Scholar
Bioinformatics. http://bioinformatics.oxfordjournals.org/content/20/4/586.short.
EN Brown, R Lydic, N Schiff, General anesthesia, sleep and coma. N. Engl. J. Med. 363(27), 2638–2650 (2010)
Article
Google Scholar
L Hong, AK Jain, Integrating faces and fingerprints for personal identification. IEEE Trans Pattern Anal Mach Intell 20(12), 1295–1307 (1998)
Article
Google Scholar
Vivosonic Inc. (Toronto), http://www.vivosonic.com
Ontario Brain Institute (Toronto), http://www.braininstitute.ca/homepage