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ADAPTIVE NEUROMORPHIC NEURON APPARATUS FOR ARTIFICIAL NEURAL NETWORKS
ADAPTIVE NEUROMORPHIC NEURON APPARATUS FOR ARTIFICIAL NEURAL NETWORKS
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机译:用于人工神经网络的自适应神经形态神经元设备
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摘要
The present disclosure relates to a neuromorphic neuron apparatus comprising an output generation block and at least one adaptation block. The apparatus has a current adaptation state variable corresponding to previously generated one or more signals. The output generation block is configured to use an activation function for generating a current output value based on the current adaptation state variable. The adaptation block is configured to repeatedly: compute an adaptation value of its current adaptation state variable using the current output value and a correction function; use the adaption value to update the current adaptation state variable to obtain an updated adaptation state variable, the updated adaptation state variable becoming the current adaptation state variable; receive a current signal; and cause the output generation block to generate a current output value based on the current adaptation state variable and input value that obtained from the received signal.
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