LEADER 06335nam 22006015 450 001 9910746292603321 005 20251008164955.0 010 $a9789819932283 010 $a9819932289 024 7 $a10.1007/978-981-99-3228-3 035 $a(MiAaPQ)EBC30751494 035 $a(Au-PeEL)EBL30751494 035 $a(PPN)27273876X 035 $a(CKB)28275767900041 035 $a(DE-He213)978-981-99-3228-3 035 $a(EXLCZ)9928275767900041 100 $a20230921d2023 u| 0 101 0 $aeng 135 $aurcnu|||||||| 181 $ctxt$2rdacontent 182 $cc$2rdamedia 183 $acr$2rdacarrier 200 10$aCognitive Computing of Visual and Auditory Information /$fedited by Nanning Zheng 205 $a1st ed. 2023. 210 1$aSingapore :$cSpringer Nature Singapore :$cImprint: Springer,$d2023. 215 $a1 online resource (119 pages) 225 1 $aReports of China?s Basic Research,$x2731-8915 311 08$aPrint version: Zheng, Nanning Cognitive Computing of Visual and Auditory Information Singapore : Springer,c2023 9789819932276 327 $aIntro -- Reports of China's Basic Research Editorial Board -- Editor-in-Chief -- Associate Editors -- Editors -- Preface to the Series -- Preface -- Embracing the New Era of Artificial Intelligence -- Contributors -- Contents -- 1 Program Overview -- 1.1 Program Introduction -- 1.2 Overall Scientific Objectives -- 1.3 Core Scientific Issues -- 1.4 Program Layout -- 1.5 Comprehensive Integration -- 1.6 Situation of Interaction Between Disciplines -- 1.7 Significant Progress -- 2 "Cognitive Computing of Visual and Auditory Information": State of the Art -- 2.1 Research Status -- 2.2 Development Tendency -- 2.2.1 Cognitive Computing Theories and Methods for Visual and Auditory Information Based on Neuromorphic Computing -- 2.2.2 Enhancing Perception of Visual and Auditory Information in Cognitive Computing Systems -- 2.2.3 Improved Ability of Discovering Knowledge in Big Data -- 2.2.4 Enhanced Ability of Natural Language Comprehension -- 2.2.5 Man-in-the-Loop, Human-Computer Cooperation and Hybrid Augmented Intelligence -- 2.2.6 Development of More Powerful and Reliable Autonomous Smart Cars (Robots) -- 2.2.7 Study of Driving Brain with Selective Attention Memory Mechanism -- 2.2.8 Theoretical Capabilities and Limitations of Cognitive Computing for Visual and Auditory Information -- 2.2.9 Advances in Hardware Architecture Design for Cognitive Computing of Visual and Auditory Information -- 2.3 Trend of Field Development -- 3 Major Research Achievements -- 3.1 Leaping Development of Basic Theories of Cognitive Computing -- 3.1.1 Creation and Development of "Global-First" Object-Based Attention Theory -- 3.1.2 Research on Visual Computing Models and Methods Inspired by Biological Cognitive Mechanism and Characteristics -- 3.2 Breakthroughs in Key Technologies of the Brain-Computer Interface. 327 $a3.2.1 Research on Key Technologies and Applications of the Bidirectional Multidimensional Brain-Computer Interface -- 3.2.2 Research on Theory and Key Technology of Intuitive Bionic Manipulation of Intelligent Prostheses Based on the Brain-Computer Interface -- 3.3 Breakthroughs in Visual Information Processing -- 3.3.1 Statistical Learning Method for Visual Attention Based on Scene Understanding -- 3.3.2 Supporting the Recognition and Understanding of Traffic Signs for Driverless Vehicles -- 3.3.3 Graphics and Text Detection, Recognition and Under-Standing of Traffi Signs Under Complex Conditions -- 3.4 Leaping Development of Natural Language Processing -- 3.4.1 Research on Semantic Calculation Methods for Chinese Text Comprehension -- 3.4.2 Theoretical and Methodological Research on Integration Between Human-Like Hearing Mechanism and Deep Learning -- 3.4.3 Research on Theory and Technology of Speech Separation, Content Analysis and Understanding in Multi-person and Multi-party Dialogue -- 3.5 Breakthroughs in Theory and Technology Research of Multi-modal Information Processing -- 3.6 Breakthroughs in Key Technology and Platform of Autonomous Vehicles -- 3.6.1 Theory, Method and Integration and Comprehensive Experimental Platform of Autonomous Vehicle -- 3.6.2 Key Technology Integration and Comprehensive Verification Platform for Driverless Vehicles Based on Visual and Auditory Cognitive Mechanism -- 3.6.3 Intelligent Test Evaluation and Environment Design of Driverless Vehicles -- 4 Outlook -- 4.1 Deficiencies and Strategic Needs -- 4.1.1 Deficiencies Needs -- 4.1.2 Strategic Needs -- 4.2 Ideas and Suggestions for In-Depth Study -- 4.2.1 The Ideas of In-Depth Research -- 4.2.2 Suggestions for the Next Step -- References -- Index. 330 $aThis book discusses fruitful achievements in basic cognitive theories, processing technologies of visual and auditory information and research platforms. This book also can provide strong support for the research and development of artificial intelligence of major national projects, playing important roles in national application systems such as unmanned systems and smart cities. In addition, it has laid a solid foundation for the development of artificial intelligence in China. Intended for researchers who have been following the evolution of and trends in the artificial intelligence, the book is also a valuable reference resource for practitioners and scholars at various levels and in various fields. 410 0$aReports of China?s Basic Research,$x2731-8915 606 $aComputational intelligence 606 $aMachine learning 606 $aSignal processing 606 $aComputational Intelligence 606 $aMachine Learning 606 $aDigital and Analog Signal Processing 615 0$aComputational intelligence. 615 0$aMachine learning. 615 0$aSignal processing. 615 14$aComputational Intelligence. 615 24$aMachine Learning. 615 24$aDigital and Analog Signal Processing. 676 $a006.3 700 $aZheng$b Nanning$01424591 801 0$bMiAaPQ 801 1$bMiAaPQ 801 2$bMiAaPQ 906 $aBOOK 912 $a9910746292603321 996 $aCognitive Computing of Visual and Auditory Information$93568517 997 $aUNINA