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Academy of Mathematics and Systems Science, CAS Colloquia & Seminars：Towards Provably Efficient Quantum Algorithms for Nonlinear Dynamics and Large-scale Machine Learning Models
非线性动力学 机器学习模型 高效量子算法
2023/4/13
Nonlinear dynamics play a prominent role in many domains and are notoriously difficult to solve. Whereas previous quantum algorithms for general nonlinear equations have been severely limited due to t...
Complex Dynamics of Autonomous Communication Networks and the Intelligent Communication Paradigm
Dynamical chaos self-organisation artificial intelligence consciousness knowledge-based network
2015/7/30
Dynamics of arbitrary communication system is analysed as unreduced interaction process. The applied generalised, universally nonperturbative method of effective potential reveals the phenomenon of dy...
An Information Theoretic Representation of Agent Dynamics as Set Intersections
Universal Artificial Intelligence AIXI Model Kolmogorov Complexity Algorithmic Information Theory
2011/8/25
Abstract: We represent agents as sets of strings. Each string encodes a potential interaction with another agent or environment. We represent the total set of dynamics between two agents as the inters...
SPATIO-TEMPORAL DYNAMICS IN CELLULAR NEURAL NETWORKS
analog parallel architectures Cellular Neural Networks spatio-temporal dynamics
2010/1/11
Analog Parallel Architectures like Cellular Neural Networks (CNN’s) have
been thoroughly studied not only for their potential in high-speed image processing
applications but also for their rich and ...