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245 1 0 _aAdvances in Neural Computation, Machine Learning, and Cognitive Research VII
_h[electronic resource] :
_bSelected Papers from the XXV International Conference on Neuroinformatics, October 23-27, 2023, Moscow, Russia /
_cedited by Boris Kryzhanovsky, Witali Dunin-Barkowski, Vladimir Redko, Yury Tiumentsev, Valentin Klimov.
250 _a1st ed. 2023.
264 1 _aCham :
_bSpringer Nature Switzerland :
_bImprint: Springer,
_c2023.
300 _aXVI, 501 p. 166 illus., 96 illus. in color.
_bonline resource.
336 _atext
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337 _acomputer
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338 _aonline resource
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490 1 _aStudies in Computational Intelligence,
_x1860-9503 ;
_v1120
500 _aAcceso multiusuario
505 0 _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.
520 _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.
541 _fUABC ;
_cPerpetuidad
650 0 _aComputational intelligence.
650 0 _aMachine learning.
650 0 _aComputational neuroscience.
650 1 4 _aComputational Intelligence.
650 2 4 _aMachine Learning.
650 2 4 _aComputational Neuroscience.
700 1 _aKryzhanovsky, Boris.
_eeditor.
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700 1 _aDunin-Barkowski, Witali.
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700 1 _aRedko, Vladimir.
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700 1 _aTiumentsev, Yury.
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700 1 _aKlimov, Valentin.
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710 2 _aSpringerLink (Online service)
773 0 _tSpringer Nature eBook
776 0 8 _iPrinted edition:
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776 0 8 _iPrinted edition:
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776 0 8 _iPrinted edition:
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830 0 _aStudies in Computational Intelligence,
_x1860-9503 ;
_v1120
856 4 0 _zLibro electrónico
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