刺激-抑制平衡控制神经群体中信息编码的信息编码
Giacomo Barzon1, Daniel Maria Busiello2,3, Giorgio Nicoletti4,5
1University of Padova, Padova Neuroscience Center, Padova, Italy.
Physical review letters
|February 28, 2025
概括
大脑神经群体在稳定性边缘最大限度地处理信息,平衡刺激和抑制. 这种平衡显示了神经信息编码中短期反应和长期准确性之间的权衡.
科学领域:
- 计算神经科学是一种计算神经科学.
- 神经动力学 神经动力学
- 信息理论是信息理论.
背景情况:
- 大脑的复杂连接方式塑造了信息处理.
- 激发性和抑制性人群中的神经活动编码外部信号.
研究的目的:
- 研究神经活动如何在范式大脑架构中编码信息.
- 确定激发和抑制之间信息处理的最佳平衡.
主要方法:
- 在刺激性和抑制性群体中分析神经活动.
- 探索线性和非线性动态系统.
- 神经编码的信息理论分析.
主要成果:
- 信息在稳定的边缘得到最大化,在那里抑制平衡了激发.
- 在多个信号的存在下,最大信息等于输入.
- 需要更强的抑制来最大限度地提高对长时间刺激的瞬间敏感性.
结论:
- 在神经群体中,短时间反应和长时间准确性之间存在一种权衡.
- 激发和抑制之间的平衡对于最佳的信息处理至关重要.
- 结果与实验发现一致,并提升了对神经控制的信息理论理解.
相关概念视频
The Role of Ion Channels in Neuronal Computation
3.1K
A postsynaptic neuron usually receives numerous impulses from several other presynaptic neurons. The axon hillock of the postsynaptic neuron integrates all these signals and determines the likelihood of firing an action potential.
Sometimes a single EPSP is strong enough to induce an action potential in the postsynaptic neuron. However, multiple presynaptic inputs must often create EPSPs around the same time for the postsynaptic neuron to be sufficiently depolarized to fire an action potential....
Sometimes a single EPSP is strong enough to induce an action potential in the postsynaptic neuron. However, multiple presynaptic inputs must often create EPSPs around the same time for the postsynaptic neuron to be sufficiently depolarized to fire an action potential....
3.1K
Excitatory and Inhibitory Effects of Neurotransmitters
9.7K
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...
9.7K
Ligand-Gated Ion Channel Receptor: Gating Mechanism
2.1K
Ligand-gated ion channels are transmembrane proteins that play a vital role in intercellular communication and functions of the nervous system. They allow the influx of ions across the membrane once the neurotransmitter binds, allowing the subsequent transmission of electrical excitation across the neurons. Other ligand-gated ion channels, like the γ-aminobutyric acid (GABA) receptor, permit anions like chloride into the cells on the binding of the GABA molecule. Their entry into the cell...
2.1K
Diencephalon: Thalamus and Information Relay
1.4K
The thalamus, often called “the gateway to the cerebral cortex,” is vital in processing and directing sensory and motor signals throughout the brain. Almost all inputs destined for the cerebral cortex, except for olfactory signals, are relayed through the thalamus. The thalamus is a sophisticated relay station, channeling information from various brain regions to the cerebral cortex, as well as a filter, prioritizing certain signals over others based on current physiological...
1.4K
Neuronal Communication
750
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...
750
Neural Circuits
974
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...
974


