The Expressive Leaky Memory Neuron: an Efficient and Expressive Phenomenological Neuron Model Can Solve Long-Horizon Tasks

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Benchmark	Model	Rank	Results
classification-on-shd-adding	LSTM	#1	Accuracy (%): 10
classification-on-shd-adding	ELM Neuron	#2	Accuracy (%): 82
classification-on-shd-adding	LIF-SNN	#3	Accuracy (%): FAIL