Essays about: "Spike-based learning"
Found 1 essay containing the words Spike-based learning.
1. Pattern recognition with spiking neural networks and the ROLLS low-power online learning neuromorphic processorUniversity essay from Luleå tekniska universitet/Institutionen för teknikvetenskap och matematik
Abstract : 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. READ MORE