LEADER 05078nam 22006735 450 001 9910585792103321 005 20251225212334.0 010 $a3-031-08443-8 024 7 $a10.1007/978-3-031-08443-0 035 $a(MiAaPQ)EBC7046584 035 $a(Au-PeEL)EBL7046584 035 $a(CKB)24267876300041 035 $a(PPN)263898245 035 $a(BIP)85113409 035 $a(BIP)84212943 035 $a(DE-He213)978-3-031-08443-0 035 $a(EXLCZ)9924267876300041 100 $a20220718d2022 u| 0 101 0 $aeng 135 $aurcnu|||||||| 181 $ctxt$2rdacontent 182 $cc$2rdamedia 183 $acr$2rdacarrier 200 10$aComputational Neuroscience $eThird Latin American Workshop, LAWCN 2021, São Luís, Brazil, December 8?10, 2021, Revised Selected Papers /$fedited by Paulo Rogério de Almeida Ribeiro, Vinícius Rosa Cota, Dante Augusto Couto Barone, Alexandre César Muniz de Oliveira 205 $a1st ed. 2022. 210 1$aCham :$cSpringer International Publishing :$cImprint: Springer,$d2022. 215 $a1 online resource (268 pages) 225 1 $aCommunications in Computer and Information Science,$x1865-0937 ;$v1519 311 08$aPrint version: Ribeiro, Paulo Rogério de Almeida Computational Neuroscience Cham : Springer International Publishing AG,c2022 9783031084423 320 $aIncludes bibliographical references and index. 327 $aInterdisciplinary applications of Artificial Intelligence (AI) and Machine Learning (ML) -- Semantic segmentation of the cultivated area of plantations with U-net -- Use and Interpretation of Item Response Theory applied to Machine Learning -- AI and ML applied to robotics -- Towards Loop Closure Detection for SLAM Applications using Bag of Visual Features: Experiments and Simulation -- Loss Function Regularisation on the Iterated Racing Procedure for Automatic Tuning of RatSLAM Parameters -- Controlling the UR3 robotic arm using a leap motion: a comparative study -- AI and ML applied to biomedical sciences -- Web service based epileptic seizure detection by applying machine learning techniques -- Health issues and computational neuroscience -- Machine Learning Search of Novel Selective NaV1.2 and NaV1.6 Inhibitors as Potential Treatment against Dravet Syndrome -- Implementation of intra and extracellular nonperiodic scale-free stimulation in silico for the NEURON simulator -- In silico investigation of the effects of distinct temporal patterns of electrical stimulation to the amygdala using a network of Izhikevich neurons -- Software and hardware implementations in neuroscience -- Brain connectivity measures in EEG-based biometry for epilepsy patients -- A multiplatform output stage for the development of current-fixed electrical stimulators applied to neural electrophysiology -- Neuroengineering ? science and technology -- Physiological self-regulation using biofeedback training: from concept to clinical applicability -- Movement-Related Electroencephalography in Stroke Patients across a Brain-Computer Interface-based Intervention -- Electrophysiological Correlates of Freeze of Gait in Parkinson Disease: Increased STN-LFP Alpha Power and the Possible Role of Attentional Circuits -- Effect of hand dominance when decoding motor imagery grasping tasks within the same hand -- Kinematic responses as a control strategy to visual occlusion. 330 $aThis book constitutes the refereed proceedings of the Third Latin American Workshop, LAWCN 2021, held in Sao Luis do Maranhao, Brazil, during December 8?10, 2021. The 13 full papers and 3 short papers included in this book were carefully reviewed and selected from 27 submissions. They were organized in topical sections as follows: Interdisciplinary applications of Artificial Intelligence (AI) and Machine Learning (ML); AI and ML applied to robotics; AI and ML applied to biomedical sciences; Health issues and computational neuroscience; Software and hardware implementations in neuroscience; and Neuroengineering ? science and technology. 410 0$aCommunications in Computer and Information Science,$x1865-0937 ;$v1519 606 $aArtificial intelligence 606 $aComputer vision 606 $aComputer systems 606 $aApplication software 606 $aArtificial Intelligence 606 $aComputer Vision 606 $aComputer System Implementation 606 $aComputer and Information Systems Applications 615 0$aArtificial intelligence. 615 0$aComputer vision. 615 0$aComputer systems. 615 0$aApplication software. 615 14$aArtificial Intelligence. 615 24$aComputer Vision. 615 24$aComputer System Implementation. 615 24$aComputer and Information Systems Applications. 676 $a612.8233 676 $a612.8233 702 $aRibeiro$b Paulo Roge?rio de Almeida 801 0$bMiAaPQ 801 1$bMiAaPQ 801 2$bMiAaPQ 906 $aBOOK 912 $a9910585792103321 996 $aComputational neuroscience$91416401 997 $aUNINA