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Live demonstration: Packet-based AER with 3Gevent/s cumulative throughput | IEEE Conference Publication | IEEE Xplore

Live demonstration: Packet-based AER with 3Gevent/s cumulative throughput


Abstract:

Traditionally, the communication in neuromorphic VLSI systems has been done via parallel asynchronous transmission of Address-Event-Representations (AER) of neuron pulses...Show More

Abstract:

Traditionally, the communication in neuromorphic VLSI systems has been done via parallel asynchronous transmission of Address-Event-Representations (AER) of neuron pulses. Recently, there has been a move towards greater event transmission speed via a serialization of the AER protocols. We give a live demonstration of a packet based synchronous serial AER infrastructure presented in a recent paper, which handles the complete off-wafer communication and configuration for a newly developed waferscale neuromorphic system, operating at a factor of 104 faster than biological real-time. Pulse packets are routed from the host PC via Gbit Ethernet to an FPGA board, which forwards them to 4 purpose designed Digital Network ASICs (DNCs) on the same board. The DNCs buffer and sort the pulses, implementing 32 2GBit/s Low Voltage Differential Signaling (LVDS) interfaces to the neuromorphic circuits on the wafer. Pulse communication to other wafers is done via an FPGA- FPGA communication using 10 Gbit/s Aurora links.
Date of Conference: 15-18 May 2011
Date Added to IEEE Xplore: 04 July 2011
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Conference Location: Rio de Janeiro, Brazil

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