A Cellular Structure for Online Routing of Digital Spiking Neuron Axons and Dendrites on FPGAs

机译：用于在线路由数字尖峰神经元轴突和FPGA的树突的蜂窝结构

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As a step towards creating evolutionary developmental neural networks on FPGAs, a bio-inspired cellular structure suitable for online routing of axons and dendrites on FPGAs based on a new digital spiking neuron model (introduced previously by the authors) is proposed here. This structure is designed to allow changing the routing of the dendrites and axons and formation/elimination of synapses on the fly by dynamic partial reconfiguration of the LUTs. The feasibility and techniques for implementing this structure on a Xilinx Virtex-5 FPGA are also studied.

机译：作为在FPGA上创建进化发育神经网络的一步，在此提出了一种基于新的数字尖峰神经元模型（先前推出的FPGA在FPGA上的轴突和枝晶的生物启发性蜂窝结构。这种结构旨在允许通过动态部分重新配置LUT的动态部分重新配置来允许改变树突和轴突的布线以及形成/消除突触。还研究了在Xilinx Virtex-5 FPGA上实现该结构的可行性和技术。

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《International Conference on Evolvable Systems》|2008年||共12页
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Hooman Shayani; Peter Bentley; Andy M. Tyrrell;
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中图分类 TP3-53;
关键词
FPGA; Dendrite and Axon Growth; Synapse Formation; Evolvable Hardware; Cellular; Digital Spiking Neuron Model;

机译：FPGA;树突和轴突生长;Synapse地层;不可溶的硬件;蜂窝;数字尖峰神经元模型;

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1. A Generalized Rotate-and-Fire Digital Spiking Neuron Model and Its On-FPGA Learning [J] . Matsubara T., Torikai H., Hishiki T. Circuits and Systems II: Express Briefs, IEEE Transactions on . 2011,第10期

机译：广义旋转发射数字加标神经元模型及其在FPGA上的学习
2. Superoxide dismutase is an abundant component in cell bodies, dendrites, and axons of motor neurons and in a subset of other neurons. [J] . Pardo CA, Xu Z, Borchelt DR, Proceedings of the National Academy of Sciences of the United States of America . 1995,第4期

机译：超氧化物歧化酶是运动神经元的细胞体，树突和轴突以及其他神经元子集中的丰富成分。
3. Morphological differentiation of embryonic rat sympathetic neurons in tissue culture: I. Conditions under which neurons form axons but not dendrites☆ [J] . David A. Bruckenstein, Dennis Higgins Developmental biology . 1988,第2期

机译：组织培养中的胚胎大鼠交感神经元的形态学分化：I.神经元形成轴突而不形成树突的条件☆
4. A Cellular Structure for Online Routing of Digital Spiking Neuron Axons and Dendrites on FPGAs [C] . Hooman Shayani, Peter Bentley, Andy M. Tyrrell Evolvable Systems: From Biology to Hardware . 2008

机译：FPGA上数字尖峰神经元轴突和枝晶在线路由的元胞结构。
5. Compartmental models and genetic algorithms provide insight into structure-function relationships in the lateral dendrite of the Mauthner neuron. [D] . Cummins, Graham Ian. 2001

机译：隔室模型和遗传算法可洞悉Mauthner神经元的侧向树突中的结构-功能关系。
6. Superoxide dismutase is an abundant component in cell bodies dendrites and axons of motor neurons and in a subset of other neurons. [O] . C A Pardo, Z Xu, D R Borchelt, 1995

机译：超氧化物歧化酶是运动神经元的细胞体树突和轴突以及其他神经元子集中的丰富成分。
7. Superoxide dismutase is an abundant component in cell bodies, dendrites, and axons of motor neurons and in a subset of other neurons. [O] . Pardo, C A, Xu, Z, Borchelt, D R, 1995

机译：超氧化物歧化酶是运动神经元的细胞体，树突和轴突以及其他神经元子集中的丰富成分。

A Cellular Structure for Online Routing of Digital Spiking Neuron Axons and Dendrites on FPGAs

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