2014 · 31 citations · 14 references
EngineeringComputer EngineeringComputer ScienceComputer ArchitectureEmbedded SystemsHardware-software Co-designField-programmable Gate Array ArchitectureFpga ArchitectureInterprocess CommunicationLow-power Fpga DesignPeripheral InterfacingData Bus ArchitectureEmulationHardware-assisted EmulationHigh-speed Serial InterfaceHigh-speed Serial LinksModular Capacity ExpansionOn-chip CommunicationSerial Peripheral Interface
Nowadays spike-based brain processing emulation is taking off. Several EU and others worldwide projects are demonstrating this, like SpiNNaker, BrainScaleS, FACETS, or NeuroGrid. The larger the brain process emulation on silicon is, the higher the communication performance of the hosting platforms has to be. Many times the bottleneck of these system implementations is not on the performance inside a chip or a board, but in the communication between boards. This paper describes a novel modular Address-Event-Representation (AER) FPGA-based (Spartan6) infrastructure PCB (the AER-Node board) with 2.5Gbps LVDS high speed serial links over SATA cables that offers a peak performance of 32-bit 62.5Meps (Mega events per second) on board-to-board communications. The board allows back compatibility with parallel AER devices supporting up to x2 28-bit parallel data with asynchronous handshake. These boards also allow modular expansion functionality through several daughter boards. The paper is focused on describing in detail the LVDS serial interface and presenting its performance.
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Overview of the SpiNNaker System Architecture
Steve Furber, David Lester, Luis A. Plana et al. · IEEE Transactions on Computers · 2012 · 643 citations
Teresa Serrano‐Gotarredona, B. Linares-Barranco · IEEE Journal of Solid-State Circuits · 2013 · 323 citations
R. Serrano-Gotarredona, Matthias Oster, P. Lichtsteiner et al. · IEEE Transactions on Neural Networks · 2009 · 317 citations · Full text