Community detection with spiking neural networks for neuromorphic hardware

20 Nov 2017Kathleen E. HamiltonNeena ImamTravis S. Humble

We present results related to the performance of an algorithm for community detection which incorporates event-driven computation. We define a mapping which takes a graph G to a system of spiking neurons... (read more)

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Results from the Paper


 Ranked #1 on Community Detection on 2010 i2b2/VA (using extra training data)

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TASK DATASET MODEL METRIC NAME METRIC VALUE GLOBAL RANK USES EXTRA
TRAINING DATA
BENCHMARK
Community Detection 2010 i2b2/VA brian 14 gestures accuracy 10 # 1

Methods used in the Paper


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