Mapping spiking neural networks onto a manycore neuromorphic architecture
PLDI '18: ACM SIGPLAN Conference on Programming Language Design and Implementation Philadelphia PA USA June, 2018, pp. 78-89, 2018.
We present a compiler for Loihi, a novel manycore neuromorphic processor that features a programmable, on-chip learning engine for training and executing spiking neural networks (SNNs). An SNN is distinguished from other neural networks in that (1) its independent computing units, or "neurons", communicate with others only through spike m...More
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