LEADER 03830nam 22006495 450 001 9910751390403321 005 20251229075236.0 010 $a9783031448652 010 $a3031448650 024 7 $a10.1007/978-3-031-44865-2 035 $a(MiAaPQ)EBC30784290 035 $a(Au-PeEL)EBL30784290 035 $a(OCoLC)1402819174 035 $a(PPN)27291438X 035 $a(CKB)28493176400041 035 $a(DE-He213)978-3-031-44865-2 035 $a(EXLCZ)9928493176400041 100 $a20231011d2023 u| 0 101 0 $aeng 135 $aurcnu|||||||| 181 $ctxt$2rdacontent 182 $cc$2rdamedia 183 $acr$2rdacarrier 200 10$aAdvances in Neural Computation, Machine Learning, and Cognitive Research VII $eSelected Papers from the XXV International Conference on Neuroinformatics, October 23-27, 2023, Moscow, Russia /$fedited by Boris Kryzhanovsky, Witali Dunin-Barkowski, Vladimir Redko, Yury Tiumentsev, Valentin Klimov 205 $a1st ed. 2023. 210 1$aCham :$cSpringer Nature Switzerland :$cImprint: Springer,$d2023. 215 $a1 online resource (505 pages) 225 1 $aStudies in Computational Intelligence,$x1860-9503 ;$v1120 311 08$aPrint version: Kryzhanovsky, Boris Advances in Neural Computation, Machine Learning, and Cognitive Research VII Cham : Springer,c2023 9783031448645 327 $aEvolution of Efficient Symbolic Communication Codes -- Solving the Problem of Diagnosing a Disease by ECG on the PTB-XL Dataset Using Deep Learning -- Zero-Shot NER via Extractive Question Answering -- TreeCurveNet ? An Improved CurveNet for Tree Species Classification -- Dialogue Graphs: Enhancing Response Selection through Target Node Separation -- Research Methods for Fake News Detection in Bangla Text -- On the Question of the Dynamic Theory of Intelligence -- Offline Deep Reinforcement Learning for Robotic Arm Control in the ManiSkill Environment -- A Photostimuli Presenting Device for Customized SSVEP-based Brain-Computer Interfaces -- SNAC Approach to Aircraft Motion Control -- Russian Language Speech Generation from Facial Video Recordings Using Variational Autoencoder. 330 $aThis book describes new theories and applications of artificial neural networks, with a special focus on answering questions in neuroscience, biology and biophysics and cognitive research. It covers a wide range of methods and technologies, including deep neural networks, large-scale neural models, brain?computer interface, signal processing methods, as well as models of perception, studies on emotion recognition, self-organization and many more. The book includes both selected and invited papers presented at the XXV International Conference on Neuroinformatics, held on October 23-27, 2023, in Moscow, Russia. 410 0$aStudies in Computational Intelligence,$x1860-9503 ;$v1120 606 $aComputational intelligence 606 $aMachine learning 606 $aComputational neuroscience 606 $aComputational Intelligence 606 $aMachine Learning 606 $aComputational Neuroscience 615 0$aComputational intelligence. 615 0$aMachine learning. 615 0$aComputational neuroscience. 615 14$aComputational Intelligence. 615 24$aMachine Learning. 615 24$aComputational Neuroscience. 676 $a006.32 700 $aKryzhanovsky$b Boris$01081580 701 $aDunin-Barkowski$b Witali$01432820 701 $aRedko$b Vladimir$01432821 701 $aTiumentsev$b Yury$01432822 701 $aKlimov$b Valentin$01432823 801 0$bMiAaPQ 801 1$bMiAaPQ 801 2$bMiAaPQ 906 $aBOOK 912 $a9910751390403321 996 $aAdvances in Neural Computation, Machine Learning, and Cognitive Research VII$93577839 997 $aUNINA