合对神经元极端事件的影响:缓解和增强
1Indian Institute of Science Education and Research Mohali, Manauli PO 140306, India.
Chaos (Woodbury, N.Y.)
|December 7, 2023
概括
局部扩散合增加了极端的神经元事件,而全球合减少了它们. 合类型对事件发生产生重大影响,在风险评估的返回图中观察到独特的模式.
科学领域:
- 计算神经科学是一种神经科学.
- 复杂系统动力学 复杂系统动力学
背景情况:
- 神经图表表现出复杂的动态和新出现的现象.
- 了解神经系统中的极端事件对于神经科学和脑计算机接口至关重要.
研究的目的:
- 研究不同合机制 (局部扩散,全球平均场,非局部扩散) 对神经元图中极端事件出现的影响.
- 分析事件间隔的模式,以进行短期风险评估.
- 探索空间和时间极端事件之间的关系.
主要方法:
- 在各种合方案下模拟无周期性神经元地图.
- 对时间和空间极端事件发生的分析.
- 检查连续的事件间隔的返回地图.
- 对非局部扩散合的研究.
主要成果:
- 局部扩散合增强了时间和空间极端事件.
- 全球平均场合抑制了极端事件.
- 空间极端事件并不一定意味着全球合系统的时间极端事件.
- 强的扩散合和单个地图显示在事件间隔的可预测模式.
- 弱的扩散和全球合导致不可预测的,长时间的事件间隔.
- 非局部扩散合可以导致同步的时间极端事件.
结论:
- 合的类型显著影响神经网络中极端事件的可能性和性质.
- 合机制决定了极端事件序列的可预测性.
- 在非局部扩散合下观察到的同步时间极端事件,可能模拟像发作这样的现象.
相关概念视频
Neuronal Communication
960
Neurons, the fundamental units of the brain and nervous system, communicate through complex electrochemical signals that underpin all cognitive and bodily functions. This communication is primarily facilitated by a process involving the generation and propagation of an action potential along the axon of the neuron. When the internal electrical charge of a neuron surpasses a certain threshold, an action potential is triggered. This rapid change in voltage travels swiftly along the axon to the...
960
Neural Circuits
1.3K
Neural circuits and neuronal pools are two of the main structures found in the nervous system. Neural circuits are networks of neurons that work together to carry out a specific task or process. They consist of interconnected neurons and glial cells, which provide structural and metabolic support.
Neuronal pools are collections of nerve cells with similar functions and interact through chemical and electrical signals. These pools include both interneurons (the central neural circuit nodes that...
Neuronal pools are collections of nerve cells with similar functions and interact through chemical and electrical signals. These pools include both interneurons (the central neural circuit nodes that...
1.3K
Integration of Synaptic Events
1.5K
Synaptic integration mainly includes the summation of graded potentials. Graded potentials, regardless of their type, cause subtle alterations in membrane voltage, resulting in either depolarization or hyperpolarization. These incremental changes, when combined or summed, can propel the neuron toward its threshold. Consider, for example, a membrane experiencing a +15 mV shift, causing it to depolarize from -70 mV to -55 mV. In this scenario, graded potentials govern the membrane's ability to...
1.5K
Excitatory and Inhibitory Effects of Neurotransmitters
10.0K
When an action potential reaches the presynaptic axon terminal, it releases neurotransmitters from the neuron into the synaptic cleft at a chemical synapse. The released neurotransmitter can be excitatory or inhibitory. The critical criteria commonly used to determine whether a molecule is a neurotransmitter at a chemical synapse are the molecule's presence in the presynaptic neuron. Second, its release is in response to strong presynaptic depolarization. And lastly, the presence of...
10.0K
NMR Spectroscopy: Spin–Spin Coupling
1.4K
The spin state of an NMR-active nucleus can have a slight effect on its immediate electronic environment. This effect propagates through the intervening bonds and affects the electronic environments of NMR-active nuclei up to three bonds away; occasionally, even farther. This phenomenon is called spin–spin coupling or J-coupling. Coupling interactions are mutual and result in small changes in the absorption frequencies of both nuclei involved. While nuclei of the same element are involved...
1.4K
Electrical Synapses
8.3K
Electrical synapses found in all nervous systems play important and unique roles. In these synapses, the presynaptic and postsynaptic membranes are very close together (3.5 nm) and are actually physically connected by channel proteins forming gap junctions.
Gap junctions allow the current to pass directly from one cell to the next. In contrast, in the chemical synapse, the neurotransmitters carry the information through the synaptic cleft from one neuron to the next. They consist of two...
Gap junctions allow the current to pass directly from one cell to the next. In contrast, in the chemical synapse, the neurotransmitters carry the information through the synaptic cleft from one neuron to the next. They consist of two...
8.3K


