LEADER 05203nam 22006615 450 001 9910357842703321 005 20251225200641.0 010 $a3-030-36636-7 024 7 $a10.1007/978-3-030-36636-0 035 $a(CKB)4100000009939695 035 $a(MiAaPQ)EBC5987287 035 $a(DE-He213)978-3-030-36636-0 035 $a(PPN)258060220 035 $a(EXLCZ)994100000009939695 100 $a20191128d2019 u| 0 101 0 $aeng 135 $aurcnu|||||||| 181 $ctxt$2rdacontent 182 $cc$2rdamedia 183 $acr$2rdacarrier 200 10$aComputational Neuroscience $eSecond Latin American Workshop, LAWCN 2019, São João Del-Rei, Brazil, September 18?20, 2019, Proceedings /$fedited by Vinícius Rosa Cota, Dante Augusto Couto Barone, Diego Roberto Colombo Dias, Laila Cristina Moreira Damázio 205 $a1st ed. 2019. 210 1$aCham :$cSpringer International Publishing :$cImprint: Springer,$d2019. 215 $a1 online resource (289 pages) 225 1 $aCommunications in Computer and Information Science,$x1865-0937 ;$v1068 311 08$a3-030-36635-9 327 $aArtificial Intelligence, Machine Learning, and Related Topics -- Application of machine learning approaches to identify new anticonvulsant compounds active in the 6 Hz seizure model -- Motor Learning and Machine Learning: predicting the amount of sessions to learn the tracing task -- Kernel-spectral-clustering-driven motion segmentation: Rotating-objects first trials -- A New Granular Approach for Multivariate Forecasting -- Interactive analysis of the discussion from a virtual community on neuroscience -- Complex systems and complex Networks -- Influence of the contact network topology on the spread of tuberculosis -- Computational Neuroscience of Learning and Memory -- Association between fast and slow learning and molecular processes in repetitive practice: a post hoc analysis -- Reading Span Test for Brazilian Portuguese: An eye-tracking implementation -- Neural Signal Processing -- Multi-harmonic analysis using magnitude-squared coherence and its application to detection of auditory steady-state responses -- EEG Classification of Epileptic Patients Based on Signal Morphology -- Epileptiform spike detection in electroencephalographic recordings of epilepsy animal models using variable threshold -- Graph Model Evolution During Epileptic Seizures: linear model approach -- Software and Hardware Implementations in Neuroscience -- A parallel RatSlam C++ library implementation -- Method for the Improvement of Knee Kinematics Accuracy based on Kinect and Sensors: Preliminary Results -- Eye-tracking data analysis during cognitive task -- Brain-computer Interfaces and Neurostimulation -- Towards a roadmap for machine learning and EEG-based brain computer interface -- Considerations on the individualization of motor imagery Neurofeedback training -- The muscle-machine interface after stroke in improvement of hand extension: Case report -- Electrographic spectral signatures of animals submitted to pentylenetetrazole-induced seizures and treated with bilateral asynchronous non-periodic stimulation -- Seizure Prediction -- On the validity of using probing stimuli for seizure prediction in the Epileptor model. 330 $aThis book constitutes the thoroughly refereed proceedings of the Second International Workshop of Computational Neuroscience, held in São João Del-Rei, Brazil, in September 2019. The 17 full papers and 3 short papers presented have been thoroughly reviewed and selected from 45 submissions. The papers are organized in topical sections: artificial intelligence, machine learning, and related topics; complex systems and complex networks; computational neuroscience of learning and memory; neural signal processing; software and hardware implementations in neuroscience; brain-machine interfaces and neurostimulation; and seizure prediction. 410 0$aCommunications in Computer and Information Science,$x1865-0937 ;$v1068 606 $aArtificial intelligence 606 $aComputer vision 606 $aComputer systems 606 $aDatabase management 606 $aArtificial Intelligence 606 $aComputer Vision 606 $aComputer System Implementation 606 $aDatabase Management 615 0$aArtificial intelligence. 615 0$aComputer vision. 615 0$aComputer systems. 615 0$aDatabase management. 615 14$aArtificial Intelligence. 615 24$aComputer Vision. 615 24$aComputer System Implementation. 615 24$aDatabase Management. 676 $a006.3 676 $a006.3 702 $aCota$b Vinícius Rosa$4edt$4http://id.loc.gov/vocabulary/relators/edt 702 $aBarone$b Dante Augusto Couto$4edt$4http://id.loc.gov/vocabulary/relators/edt 702 $aDias$b Diego Roberto Colombo$4edt$4http://id.loc.gov/vocabulary/relators/edt 702 $aDamázio$b Laila Cristina Moreira$4edt$4http://id.loc.gov/vocabulary/relators/edt 801 0$bMiAaPQ 801 1$bMiAaPQ 801 2$bMiAaPQ 906 $aBOOK 912 $a9910357842703321 996 $aComputational neuroscience$91416401 997 $aUNINA