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On exploiting the synaptic interaction properties to obtain frequency-specific neurons
Energy consumption remains the main limiting factors in many IoT applications.
Computing threshold functions using dendrites
Firstly, this shows that the nLTU can compute all threshold functions with smaller precision weights than the LTU.
Spiking and saturating dendrites differentially expand single neuron computation capacity
Third, we show that one cannot use a DNF-based architecture with saturating dendrites.
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