论文标题

神经形态脑广告1系统的操作系统

The Operating System of the Neuromorphic BrainScaleS-1 System

论文作者

Müller, Eric, Schmitt, Sebastian, Mauch, Christian, Billaudelle, Sebastian, Grübl, Andreas, Güttler, Maurice, Husmann, Dan, Ilmberger, Joscha, Jeltsch, Sebastian, Kaiser, Jakob, Klähn, Johann, Kleider, Mitja, Koke, Christoph, Montes, José, Müller, Paul, Partzsch, Johannes, Passenberg, Felix, Schmidt, Hartmut, Vogginger, Bernhard, Weidner, Jonas, Mayr, Christian, Schemmel, Johannes

论文摘要

Brainscales-1是一种晶圆尺度的混合信号加速神经形态系统,其针对计算神经科学领域和von-neumann计算领域的研究。 BrainScales操作系统(Brainscales OS)是一种软件堆栈,使用户有可能模仿高级网络描述语言Pynn中所述的网络,并且对系统的了解最少。同时,通过允许在堆栈的任何深度挂接系统来促进专家使用。我们介绍了针对Brainscales-1神经形态架构实施的操作和开发方法,并浏览Brainscales OS的各个组件,这些组件构成了BrainScales-1平台操作的软件堆栈。

BrainScaleS-1 is a wafer-scale mixed-signal accelerated neuromorphic system targeted for research in the fields of computational neuroscience and beyond-von-Neumann computing. The BrainScaleS Operating System (BrainScaleS OS) is a software stack giving users the possibility to emulate networks described in the high-level network description language PyNN with minimal knowledge of the system. At the same time, expert usage is facilitated by allowing to hook into the system at any depth of the stack. We present operation and development methodologies implemented for the BrainScaleS-1 neuromorphic architecture and walk through the individual components of BrainScaleS OS constituting the software stack for BrainScaleS-1 platform operation.

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