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Chaotic attractors in delayed neural networks
Physics Letters A, 2002zbMATH Open Web Interface contents unavailable due to conflicting licenses.
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A Delay-Insensitive Neural Network Engine
1991This paper presents the design of a digital delay-insensitive neural network engine. Delay-insensitive circuits are asynchronous and works correctly regardless of delays caused by logic elements and wires. They are data driven which means that their operation speed is determined by average processing times in contrast to the worst case as in ...
C. D. Nielsen +2 more
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Exponential Convergence of Delayed Neural Networks
2005Several new conditions for exponential convergence of DNN were proposed in this paper. These conditions guarantee the existence and uniqueness of equilibrium of DNN with certain different activation functions. To demonstrate the differences and features of the new criteria, some remarks are presented.
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Synchronous Solutions of Delayed Neural Networks
2001We consider a network of identical neurons with delayed nearest neighborhood inhibitory interaction. We study conditions on the parameters that there exist synchronous equilibrium solutions. Over certain range of parameters, the trivial solution is the only synchronous equilibrium and every solution converges to it. Over some other ranges of parameters,
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Deep neural networks for the evaluation and design of photonic devices
Nature Reviews Materials, 2020Jiaqi Jiang +2 more
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