DocumentCode :
1995128
Title :
Live demonstration: Packet-based AER with 3Gevent/s cumulative throughput
Author :
Schiefer, S. ; Hartmann, S. ; Scholze, S. ; Partzsch, J. ; Mayr, C. ; Henker, S. ; Schüffny, R.
Author_Institution :
Dept. of Parallel VLSI Syst. & Neural Circuits, Tech. Univ. Dresden, Dresden, Germany
fYear :
2011
fDate :
15-18 May 2011
Firstpage :
1988
Lastpage :
1988
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.
Keywords :
VLSI; application specific integrated circuits; field programmable gate arrays; local area networks; neural chips; protocols; Ethernet; FPGA; address event representations; digital network ASIC; low voltage differential signaling; neuromorphic VLSI systems; neuron pulses; parallel asynchronous transmission; Biology; Delay; Field programmable gate arrays; Neuromorphics; Semiconductor device modeling; Throughput;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Circuits and Systems (ISCAS), 2011 IEEE International Symposium on
Conference_Location :
Rio de Janeiro
ISSN :
0271-4302
Print_ISBN :
978-1-4244-9473-6
Electronic_ISBN :
0271-4302
Type :
conf
DOI :
10.1109/ISCAS.2011.5937981
Filename :
5937981
Link To Document :
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