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- W2492372074 abstract "This chapter is an overview of the simulation of spiking neural networks that relates discrete event simulation to other approaches and includes a case study of recent work. The chapter starts with an introduction to the key components of the brain and sets out three neuron models that are commonly used in simulation work. After explaining discrete event, continuous and hybrid simulation, the performance of each method is evaluated and recent research is discussed. To illustrate the issues surrounding this work, the second half of this chapter presents a case study of the SpikeStream neural simulator that covers the architecture, performance and typical applications of this software along with some recent experiments. The last part of the chapter suggests some future trends for work in this area." @default.
- W2492372074 created "2016-08-23" @default.
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- W2492372074 date "2010-01-01" @default.
- W2492372074 modified "2023-10-16" @default.
- W2492372074 title "The Simulation of Spiking Neural Networks" @default.
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- W2492372074 doi "https://doi.org/10.4018/978-1-60566-774-4.ch015" @default.
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