In this study, we investigate and implement a discrete Hopfield neural ndhnnetwork (DHNN) using SFQ circuits. A DHNN is a binary neural network with less information than a standard full precision neural network; it also provides a higher processing speed.
The main highlight of DHNN is the present of content associative memory (CAM) whereby it is used to store the pattern of the problem and it consists of intdhnnerconnected neurons with no hidden layer which act as the potential characteristics for solving optimization problems (Guo, et al., 2022).
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