The theoretical mechanism of Parkinson’s oscillation frequency bands: a computational model study

Hu, Bing; Xu, Minbo; Wang, Zhizhi; Jiang, Danhua; Wang, Dingjiang; Zhang, Dongmei

doi:10.1007/s11571-020-09651-0

Cited by 5 publications

(2 citation statements)

References 69 publications

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“…The mechanism is that ion pump that lacks energy supply cannot provide constant Nernst potential for sodium ions, and in the early stage of the change of cell membrane permeability, it cannot provide continuous flow of sodium ions to reach the threshold potential (Hopfield 2010;Hu et al 2021). Thus, the electrophysiological activity of neurons is strictly constrained by energy levels in the brain.…”

Section: Equivalence Between W-z Neuron Model and H-h Model And Its M...mentioning

confidence: 99%

“…More than 20 years ago, a molecular neurobiologist at the University of Berkeley Professor Walter Freeman put forward the concept of neurodynamics (Freeman 2000). It has become a new research field to study the activities of cognition and nervous system with the theory and method of dynamics (Pouget and Latham 2002;Basar 1998;Çelik et al 2021;Brydges et al 2020;Yu et al 2020;Wouapi et al 2021;Wang et al 2019a;Iribarren andMoro 2009, 2008;Memmesheimer and Timme 2006;Navarro-López et al 2021;Buxton 2012;Churchland et al 2002;Hipp et al 2011a;Ermentrout et al 2007;Lakatos et al 2008;Rabinovich and Huerta 2006;Sandrini et al 2015;Hopfield 2010;Hu et al 2021), many of scientific research achievements has been showed in this research area. Neurodynamics is more commonly known as computational neuroscience in European and American countries, while it is known as neuromechanics in Japan (Takeda 1999).…”

Section: Introductionmentioning

confidence: 99%

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Brain works principle followed by neural information processing: a review of novel brain theory

Wang

et al. 2023

Artif Intell Rev

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The way the brain work and its principle of work has long been a big scientific question that scientists have dreamed of solving. However, as is known to all, the brain works at different levels, and the operation at different levels is interactional and mutually coupled. Unfortunately, until now, we still do not know how the nervous system at different levels is interacting and coupling with each other. This review provides some preliminary discussions on how to address these scientific questions, for which we propose a novel theory of the brain called neural energy. Such a theoretical and research approach can couple neural information with neural energy to address the interactions of the nervous system at various levels. Therefore, this review systematically summarizes the neural energy theories and methods proposed by our research in the field of brain science, as well as the internal relationship between mechanics and neural energy theory. Focuses on how to construct a Wang–Zhang (W–Z) neuron model equivalent to Hodgkin–Huxley (H–H) model by using the idea of analytical dynamics. Then, based on this model, we proposed a large-scale neural model and a theoretical framework of global neural coding of the brain in the field of neuroscience. It includes information processing of multiple sensory and perceptual nervous systems such as visual perception, neural mechanism of coupling between default mode network and functional network of brain, memory switching and brain state switching, brain navigation, prediction of new working mechanism of neurons, and interpretation of experimental phenomena that are difficult to be explained by neuroscience. It is proved that the new W–Z neuron model and neural energy theory have unique functions and advantages in neural modeling, neural information processing and methodology. The idea of large-scale neuroscience research with neural energy as the core will provide a potentially powerful research method for promoting the fusion of experimental neuroscience and theoretical neuroscience in the future, and propose a widely accepted brain theory system between experimental neuroscience and theoretical neuroscience. It is of great scientific significance to abandon the shortcomings of reductive and holism research methods in the field of neuroscience, and effectively integrate their respective advantages in methodology.

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Section: Equivalence Between W-z Neuron Model and H-h Model And Its M...mentioning

confidence: 99%