Web: http://arxiv.org/abs/2205.05053

May 11, 2022, 1:10 a.m. | T. Hennen, A. Elias, J. F. Nodin, G. Molas, R. Waser, D. J. Wouters, D. Bedau

stat.ML updates on arXiv.org arxiv.org

By imitating the synaptic connectivity and plasticity of the brain, emerging
electronic nanodevices offer new opportunities as the building blocks of
neuromorphic systems. One challenge for largescale simulations of computational
architectures based on emerging devices is to accurately capture device
response, hysteresis, noise, and the covariance structure in the temporal
domain as well as between the different device parameters. We address this
challenge with a high throughput generative model for synaptic arrays that is
based on a recently available type …

arxiv model stochastic vector

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