It appears that we require a universal language capable of articulating both the structural outcomes of various generative systems and the processes by which such structures are produced. Among existing paradigms, the framework of dynamical systems is arguably one of the most powerful.
Wanhong Huang, Group Field Theory of Universal Grammar Symmetry Breaking and Language System Emergence, 2025, 10.17605/OSF.IO/N8Y9B
In physics, a symmetry transformation refers to an operation that does not alter the properties or fundamental laws of a system [1].
Parallel MRI reconstruction relies heavily on knowing the sensitivity of each coil. ESPIRiT offers a data-driven way to learn these sensitivities, directly from acquired k-space data.
Spiking neural P system is a distributed language processing system. Membrane system also called P system. Original definition of P system: - A membrane structure - Composed by several cell-mem-branes, hierarchically embedded in a main membrane called the skin membrane.
Title: An electronic neuromorphic system for real-time detection of high frequency oscillations (HFO) in intracranial EEG [1] Authors: Mohammadali Sharifshazileh, Karla Burelo, Johannes Sarnthein, Giacomo Indiveri Year: 2021 DOI: [10.1038/s41467-021-23342-2](https://link.zhihu.com/?target=https%3A//
Title: The Grammar of the Ising Model: A New Complexity Hierarchy Authors: Tobias Reinhart, Gemma De las Cuevas Citation: Tobias Reinhart, & Gemma De las Cuevas (2022). The Grammar of the Ising Model: A New Complexity Hierarchy.
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Time is the basis of many interesting human behaviors [1]. In connectionist methods, such as neural networks, explicitly encoding temporal events based on their absolute positions can pose problems for recognizing similar patterns.