Analysis on the inherent noise tolerance of feedforward network and one noise-resilient structure.
Lu W, Zhang Z, Qin F, Zhang W, Lu Y, Liu Y, Zheng Y.
Lu W, et al.
Neural Netw. 2023 Aug;165:786-798. doi: 10.1016/j.neunet.2023.06.011. Epub 2023 Jun 17.
Neural Netw. 2023.
PMID: 37418861
However, when we realize a neural network in analog circuits, the circuit-based model is sensitive to hardware nonidealities. The nonidealities, such as random offset voltage drifts and thermal noise, may lead to variation in hidden neurons and further affect neural …
However, when we realize a neural network in analog circuits, the circuit-based model is sensitive to hardware nonidealities. The nonidealit …