no code implementations • 18 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.
1 code implementation • 4 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.
no code implementations • 16 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.