Design of low-cost, real-time simulation systems for large neural networks
Journal of Parallel and Distributed Computing - Special issue on neural computing on massively parallel processing
Asynchronous (Time-Wrap) Versus Synchronous (Event-Horizon) Simulation Time Advance in BSP
Euro-Par '98 Proceedings of the 4th International Euro-Par Conference on Parallel Processing
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As an asynchronous universal multiprocessor for real-time neural simulation, SpiNNaker presents timing concerns not present in synchronous systems. In this paper we present a series of tools that solve the problem of synchronising a multichip distributed simulation containing multiple independent time domains. These tools hint at an important neural modelling capability of the SpiNNaker system: the ability to decouple the system time from the model time, leading to an abstract-time neural modelling platform.