Search Results for author: Xuan Choo

Found 3 papers, 1 papers with code

Low-Power Low-Latency Keyword Spotting and Adaptive Control with a SpiNNaker 2 Prototype and Comparison with Loihi

no code implementations18 Sep 2020 Yexin Yan, Terrence C. Stewart, Xuan Choo, Bernhard Vogginger, Johannes Partzsch, Sebastian Hoeppner, Florian Kelber, Chris Eliasmith, Steve Furber, Christian Mayr

We implemented two neural network based benchmark tasks on a prototype chip of the second-generation SpiNNaker (SpiNNaker 2) neuromorphic system: keyword spotting and adaptive robotic control.

Keyword Spotting

Benchmarking Keyword Spotting Efficiency on Neuromorphic Hardware

1 code implementation4 Dec 2018 Peter Blouw, Xuan Choo, Eric Hunsberger, Chris Eliasmith

Using Intel's Loihi neuromorphic research chip and ABR's Nengo Deep Learning toolkit, we analyze the inference speed, dynamic power consumption, and energy cost per inference of a two-layer neural network keyword spotter trained to recognize a single phrase.

Benchmarking Keyword Spotting

BioSpaun: A large-scale behaving brain model with complex neurons

no code implementations16 Feb 2016 Chris Eliasmith, Jan Gosmann, Xuan Choo

We describe a large-scale functional brain model that includes detailed, conductance-based, compartmental models of individual neurons.

Blocking

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