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Anaerobic ammonium oxidation (anammox) process has been recognized as efficient biological nitrogen removal process, which has the advantages of cost-effective and low energy compared to the conventional nitrification and denitrification processes. However, the efficient operation and control is limited due to the complexity of nonlinear and biochemical phenomena involved. This paper proposes an appropriate...
We analyze the effects of device variability during experimental image reconstruction using memristor crossbar arrays. The effects of device variability during online and offline training were carefully studied, along with device failures including SA0 and SA1. SA1 failure was found to significantly affect image reconstruction results, and a practical approach was developed to mitigate the effects...
In this paper we develop the concept of implementing pattern recognition algorithms in analog memristor networks. First, a device model is presented with experimental results demonstrating the feasibility of using WOx-based memristors to represent the tunable weights in a neural network. Next, simulation results demonstrate that an array of these memristors can be used to implement an unsupervised...
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