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Cognitive computing of visual and auditory information 版權信息
- ISBN:9787308227544
- 條形碼:9787308227544 ; 978-7-308-22754-4
- 裝幀:平裝-膠訂
- 冊數:暫無
- 重量:暫無
- 所屬分類:>
Cognitive computing of visual and auditory information 內容簡介
本書從人類的視聽覺認知與神經機理出發,圍繞認知過程的“表達”與“計算”的基本科學問題,重點開展“感知的基本特征、表達與整合”“感知數據的機器學習與理解”“多模態信息協同計算”等三個核心科學問題的研究,發展和構建新的計算模型與算法。
Cognitive computing of visual and auditory information 目錄
Chapter 1 Program Overview
1.1 Program Introduction
1.1.1 Overall Scientific Objectives
1.1.2 Core Scientific Issues
1.2 Program Layout
1.2.1 Project Deployment
1.2.2 Comprehensive Integration
1.2.3 Situation of Interaction Between Disciplines
1.3 Significant Progress
Chapter 2 Research Status
2.1 Research Status at Home and Abroad
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
Chapter 3 Major Research Achievements
3.1 Leaping Development of Basic Theories of Cognitive Computing
3.1.1 Creation and Development of\
展開全部
Cognitive computing of visual and auditory information 作者簡介
視聽覺信息的認知計算項目組,項目組組長為鄭南寧。中國工程院院士,人工智能、計算機視覺與模式識別專家。長期從事人工智能與模式識別、計算機視覺及其先進計算架構的應用基礎理論與工程技術的研究。
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