Browsing Theses by Subject "nengo"
Now showing items 1-2 of 2
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Dynamical Systems in Spiking Neuromorphic Hardware
(University of Waterloo, 2019-05-10)Dynamical systems are universal computers. They can perceive stimuli, remember, learn from feedback, plan sequences of actions, and coordinate complex behavioural responses. The Neural Engineering Framework (NEF) provides ... -
NengoFPGA: an FPGA Backend for the Nengo Neural Simulator
(University of Waterloo, 2019-08-22)Low-power, high-speed neural networks are critical for providing deployable embedded AI applications at the edge. We describe a Xilinx FPGA implementation of Neural Engineering Framework (NEF) networks with online learning ...