Sökning: "Andreas Ternstedt"

Hittade 1 uppsats innehållade orden Andreas Ternstedt.

  1. 1. Pattern recognition with spiking neural networks and the ROLLS low-power online learning neuromorphic processor

    Uppsats för yrkesexamina på grundnivå, Luleå tekniska universitet/Institutionen för teknikvetenskap och matematik

    Författare :Andreas Ternstedt; [2017]
    Nyckelord :Pattern recognition; Spiking neural network; Neuromorphic hardware; Spike-based learning; Brain-inspired computing; Signal processing;

    Sammanfattning : Online monitoring applications requiring advanced pattern recognition capabilities implemented in resource-constrained wireless sensor systems are challenging to construct using standard digital computers. An interesting alternative solution is to use a low-power neuromorphic processor like the ROLLS, with subthreshold mixed analog/digital circuits and online learning capabilities that approximate the behavior of real neurons and synapses. LÄS MER