Comparison between Human and Artificial Neural Network Detection of Laplacian-Derived Electroencephalographic Activity Related to Unilateral Voluntary Movements
Tài liệu tham khảo
Morgan, 1986, Wigner distribution of event-related brain potentials, IEEE Trans. Biomed. Eng. BME, 33, 66, 10.1109/TBME.1986.325855
Woody, 1967, Characterization of an adaptive filter for the analysis of variable components, Med. Biol. Eng., 5, 539, 10.1007/BF02474247
Cerutti, 1988, A parametric method of identification of the single trial event-related potentials in the brain, IEEE Trans. Biomed. Eng. BME, 35, 701, 10.1109/10.7271
Liberati, 1991, A model for the cortico-cortical neural interaction in multisensory evoked potentials, IEEE Trans. Biomed. Eng. BME, 38, 879, 10.1109/10.83608
Gevins, 1986, Classifier-directed signal processing in brain research, IEEE Trans. Biomed. Eng. BME, 33, 1054, 10.1109/TBME.1986.325682
Gevins, 1988, Application of neural network signal processing in brain research, IEEE ASSP Trans., 36, 1152, 10.1109/29.1642
De Roach, 1989, Neural networks: an artificial intelligence approach to the analysis of clinical data Australas, Phys. Eng. Sci. Med., 12, 100
Liberati, D.A neural network for single sweep brain evoked potential detection and recognition. In “Proceedings IV International Symposium on Biomedical Engineering,” pp. 143–144, Peniscola, Spain, (1991).
Foley, 1971, Considerations of sample and feature size, IEEE Trans. Inform. Theory, 18, 618, 10.1109/TIT.1972.1054863
Eberhart, R. C., Dobbins, R. E., and Webber, W. R. S.CASENET: A neural network tool for EEG waveform classification. In “Proceedings, IEEE Symposium Computer-Based Medical Systems,” pp. 60–68, 1989.
Gevins, 1989, Event-related covariances during a bimanual visuomotor task. I. Methods and analysis of stimulus-and response-locked data, Electroenceph. Clin. Neurophysiol., 74, 58, 10.1016/0168-5597(89)90052-X
Gevins, 1989, Event-related covariances during a bimanual visuomotor task. II. Preparation and feedback, Electroenceph. Clin. Neurophysiol., 74, 147, 10.1016/0168-5597(89)90020-8
Gevins, 1990, Beyond topographic mapping: Towards functional-anatomical imaging with 124-channel EEG and 3-D MRIs, Brain Topogr., 3, 53, 10.1007/BF01128862
Gevins, A.Distributed neuroelectric patterns of human neocortex during simple cognitive tasks. In “Progress in Brain Research” (Uylings B. M., Van Eden C. G., and De Bruin J. P. C. Eds.), pp. 337–354, 1990.
Aberaytne, 1991, Artificial neural networks for source localization in the human brain, Brain Topogr., 4, 3, 10.1007/BF01129661
Pfurtscheller, 1992, Prediction of the side of hand movements from single-trial multi-channel EEG data using neural networks, Electroenceph. Clin. Neurophysiol., 82, 313, 10.1016/0013-4694(92)90112-U
Nunez, 1981
Cheney, 1980, Functional classes of primate cortico-motoneuronal cells and their relation to active force, J. Neurophysiol., 44, 773, 10.1152/jn.1980.44.4.773
Voughan, 1980, Intracortical sources and surface topography of the motor potential and somatosensory evoked potential in the monkey, Prog. Brain Res., 54, 77, 10.1016/S0079-6123(08)61610-6
Neshige, 1988, Recording of movement-related potentials from scalp and cortex in man, Brain, 111, 719
Shibasaki, 1993, Both primary motor cortex and supplementary motor area play an important role in complex finger movement, Brain, 116, 1387, 10.1093/brain/116.6.1387
Kim, 1993, Functional imaging of human motor cortex at high magnetic field, J. Neurophysiol., 69, 297, 10.1152/jn.1993.69.1.297
Boecker, 1994, Functional cooperativity of human cortical motor areas during self-paced simple finger movements: A high-resolution MRI study, Brain, 117, 1231, 10.1093/brain/117.6.1231
Jahanshahi, 1995, Self-initiated versus externally triggered movements: An investigation using measurement of regional cerebral blood flow with PET and movement-related potentials in normal and Parkinson's disease subjects, Brain, 118, 913, 10.1093/brain/118.4.913
Ikeda, 1992, Movement-related potentials recorded from supplementary motor area and primary motor area, Brain, 115, 1017, 10.1093/brain/115.4.1017
Rektor, 1994, Intracerebral recording of movement-related readiness potentials: An exploration in epileptic patients, Electroenceph. Clin. Neurophysiol., 90, 273, 10.1016/0013-4694(94)90145-7
Kristeva, 1991, Neuromagnetic fields accompanying unilateral and bilateral voluntary movements: Topography and analysis of cortical sources, Electroenceph. Clin. Neurophysiol., 81, 284, 10.1016/0168-5597(91)90015-P
Perrin, 1989, Spherical spline for potential and current density mapping, Electroenceph. Clin. Neurophysiol., 72, 184, 10.1016/0013-4694(89)90180-6
Perrin, 1990, Corrigenda on spherical spline for potential and current density mapping, Electroenceph. Clin. Neurophysiol., 76, 565
Babiloni, 1995, Performances of surface Laplacian estimators: A study of simulated and real scalp potential distributions, Brain Topog., 8, 35, 10.1007/BF01187668
Lippmann, 1989, Pattern classification using neural networks, IEEE Comm. Mag., 27, 47, 10.1109/35.41401
Zar, 1984
Libet, 1982, Readiness potentials preceding unrestricted spontaneous vs. pre-planned voluntary acts, Electroenceph. Clin. Neurophysiol., 54, 322, 10.1016/0013-4694(82)90181-X
Keller, 1990, Readiness potentials preceding spontaneous motor acts: Voluntary vs. involuntary control, Electroenceph. Clin. Neurophysiol., 76, 351, 10.1016/0013-4694(90)90036-J
Gevins, 1988, Differentiating the effects of three benzodiazepines on non-rem sleep EEG spectra: A neural-network pattern classification analysis, Neuropsychobiol., 19, 108, 10.1159/000118444
Bankman, 1992, Feature-based detection of the K-complex wave in human electroencephalogram using neural networks, IEEE Trans. Biomed. Eng., 39, 1305, 10.1109/10.184707
Wu, 1993, A neural network design for event-related potential diagnosis, Comput. Biol. Med., 23, 251, 10.1016/0010-4825(93)90024-U
Anderer, 1994, Discrimination between demented patients and normals based on topographic EEG slow wave activity: Comparison between z statistics, discriminant analysis and artificial neural network classifiers, Electroenceph. Clin. Neurophysiol., 91, 108, 10.1016/0013-4694(94)90032-9
Kloppel, 1994, Neural networks as a new method for electroencephalographic analysis. A basic introduction, Neuropsychobiol., 29, 33, 10.1159/000119060
Gevins, 1986, Improved event-related potential estimation using statistical pattern classification, Electroenceph. Clin. Neurophysiol., 64, 177, 10.1016/0013-4694(86)90111-2
Keirn, 1990, A new mode of communication between man and his surroundings, IEEE Trans. Biomed. Eng., 37, 1209, 10.1109/10.64464
Wolpaw, 1994, Multichannel EEG-based brain-computer communication, Electroenceph. Clin. Neurophysiol., 90, 444, 10.1016/0013-4694(94)90135-X
Peltoranta, 1994, Neural network based classification of non-averaged event-related EEG responses, Med. Biol. Eng. Comput., 32, 189, 10.1007/BF02518917
Anderson, 1995, Determining mental states from EEG signals using parallel implementation of neural networks, Sci. Prog., 4, 171
Anderson, 1997, Effects of variations in neural network topology and output averaging on the discrimination of mental task from spontaneous electroencephalogram, J. Intelligent Systems, 7, 165, 10.1515/JISYS.1997.7.1-2.165
Hiraiwa, 1990, EEG topography recognition by neural network, IEEE Eng. Med. Biol. Mag., 9, 39, 10.1109/51.59211
Peltoranta, 1992, Neural network based classification of event-related Berger waves, 104
Flotzinger, 1994, Classification of non-averaged EEG data by learning vector quantisation and the influence of signal preprocessing, Med. Biol. Eng. Comput., 32, 571, 10.1007/BF02515317
Pregenzer, M., Flotzinger, D., and Pfurtscheller, G.Distinction sensitive learning vector quantizer—A noise-insensitive classification method. In “Proceedings of the ICNN-94,” pp. 2890–2894, Orlando IEEE, 1994.
Kalcher, 1994, Graz brain-computer interface II. Towards communication between humans and computers based on online classification of three different EEG patterns, Med. Biol. Eng. Comput., 34, 382, 10.1007/BF02520010
Jones, 1989, Impairment and recovery of ipsilateral sensory-motor function following unilateral cerebral infarction, Brain, 112, 113, 10.1093/brain/112.1.113
Wiesendanger, 1996, Is the SMA a bilaterally organized system?, Adv. Neurol., 70, 71
Heap, 1972, Learning of a unimanual motor skill by patients with brain lesions: an experimental study, Cortex, 8, 1, 10.1016/S0010-9452(72)80023-6
Haaland, 1981, Motor deficits after left or right hemisphere damage due to stroke or tumor, Neuropsychologia, 19, 17, 10.1016/0028-3932(81)90040-3
Haaland, 1989, Hemispherical control of the initial and corrective components of aiming movements, Neuropsychologia, 27, 961, 10.1016/0028-3932(89)90071-7
Chollet, 1991, The functional anatomy of motor recovery after stroke: A study with positron emission tomography, Ann Neurol, 23, 63, 10.1002/ana.410290112
Weiller, 1992, Functional reaorganization of the brain in recovery from striatocapsular infarction in man, Ann. Neurol., 31, 463, 10.1002/ana.410310502