DocumentCode
3175656
Title
Address-Event Communication Using Token-Ring Mutual Exclusion
Author
Imam, Nabil ; Manohar, Rajit
Author_Institution
Comput. Syst. Lab., Cornell Univ., Ithaca, NY, USA
fYear
2011
fDate
27-29 April 2011
Firstpage
99
Lastpage
108
Abstract
We present a novel Address-Event Representation (AER) transmitter circuit to communicate pulses of neural activity (spikes) within a neuromorphic system. AER circuits allow an ensemble of neurons to achieve large scale time-multiplexed connectivity through a shared communication channel. Our design makes use of token-ring mutual exclusion where two circulating tokens in a 2D array of neurons provide exclusive access to the shared channel. Compared to traditional arbitration-tree-based designs, our design has a higher throughput and lower latency during high spiking activity. This allows the circuit to serve larger neuronal densities and higher spiking activity while maintaining the temporal precision required by the system. Our design also eliminates the address line loads that restricted scalability in previous designs. In addition, our simpler circuit topology leads to area and power savings.
Keywords
asynchronous circuits; bioelectric phenomena; network topology; neurophysiology; token networks; transmitters; address-event communication; address-event representation transmitter circuit; arbitration-tree-based designs; circuit topology; large scale time-multiplexed connectivity; neural activity; neuromorphic system; neuron 2D array; power savings; shared communication channel; spiking activity; token-ring mutual exclusion; Arrays; Encoding; Neurons; Radiation detectors; Servers; Throughput; Transmitters; AER; Address-Event Representation; Interconnection Networks; Neuromorphic Chips;
fLanguage
English
Publisher
ieee
Conference_Titel
Asynchronous Circuits and Systems (ASYNC), 2011 17th IEEE International Symposium on
Conference_Location
Ithaca, NY
ISSN
1522-8681
Print_ISBN
978-1-61284-973-7
Type
conf
DOI
10.1109/ASYNC.2011.20
Filename
5770573
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