RAPID LOCAL SYNCHRONIZATION OF ACTION POTENTIALS - TOWARD COMPUTATION WITH COUPLED INTEGRATE-AND-FIRE NEURONS

Hopfield JJ.; Herz AVM.

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RAPID LOCAL SYNCHRONIZATION OF ACTION POTENTIALS - TOWARD COMPUTATION WITH COUPLED INTEGRATE-AND-FIRE NEURONS

机译：动作电位的快速本地同步-结合积分和发射神经元进行计算

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The collective behavior of interconnected spiking nerve cells is investigated. It is shown that a variety of model systems exhibit the same short-time behavior and rapidly converge to (approximately) periodic firing patterns with locally synchronized action potentials. The dynamics of one model can be described by a downhill motion on an abstract energy landscape, Since an energy landscape makes it possible to understand and program computation done by an attractor network, the results will extend our understanding of collective computation from models based on a firing-rate description to biologically more realistic systems with integrate-and-fire neurons. [References: 39]

机译：互连的尖刺神经细胞的集体行为进行了调查。结果表明，各种模型系统都表现出相同的短时行为，并迅速收敛到具有局部同步动作电位的（近似）周期性点火模式。一个模型的动力学可以通过在抽象能源格局上的下坡运动来描述。由于能源格局使得可以理解吸引子网络并对程序进行计算，因此结果将扩展我们对基于模型的集合计算的理解具有集成并发射神经元的生物学上更现实的系统的发射速率描述。 [参考：39]

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来源
《Proceedings of the National Academy of Sciences of the United States of America》 |1995年第15期|p. 6655-6662|共8页
作者
Hopfield JJ.; Herz AVM.;
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作者单位

CALTECH DIV BIOL PASADENA CA 91125 USA;

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收录信息美国《科学引文索引》(SCI);美国《生物学医学文摘》(MEDLINE);美国《化学文摘》(CA);
原文格式 PDF
正文语种 eng
中图分类自然科学总论;
关键词
Neurobiology; Phase locking; Lyapunov function; Pulse-coupled oscillators; Self-organized criticality; Visual-cortex; Oscillators; Networks; Populations; Dynamics; Memory; Cat;

机译：神经生物学;锁相;Lyapunov函数;脉冲耦合振荡器;自组织临界;视觉皮层;振荡器;网络;人口;动力学;记忆;猫;

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4. Synchronization of the neural response to noisy periodic synaptic input in a balanced leaky integrate-and-fire neuron with reversal potentials [C] . Burkitt, A.N. . 2001

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5. Response dynamics of integrate-and-fire neuron models. [D] . Pressley, Joanna. 2008

机译：集成并发射神经元模型的响应动力学。
6. Rapid local synchronization of action potentials: toward computation with coupled integrate-and-fire neurons. [O] . J J Hopfield, A V Herz 1995

机译：动作电位的快速局部同步：通过耦合积分与发射神经元进行计算。
7. Rapid local synchronization of action potentials: toward computation with coupled integrate-and-fire neurons [O] . Hopfield John J., Herz Andreas V. M. 1995

机译：动作电位的快速局部同步：通过耦合积分与发射神经元进行计算
8. Nonlocal and Quasilocal Potentials in the Spontaneous Emission of Molecular Exciplexes Coupled to the Phonon Bath of a Solid Matrix [R] . Lam, K. S., George, T. F. 1989

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RAPID LOCAL SYNCHRONIZATION OF ACTION POTENTIALS - TOWARD COMPUTATION WITH COUPLED INTEGRATE-AND-FIRE NEURONS

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