Vol 47
Self-rectifying non-volatile tunneling synapse: multiscale modeling augmented development
May 2024 • Bastien Beltrando, Marco A. Villena, Ashwani Kumar, Shruba Gangopadhyay, Deepak Kamalanathan, E. Smith, N. Kazem, Ghazal Saheli, Stephen Weeks, Micha…
In this paper we present a bottom-up device development methodology leveraging multiscale material-device modeling for the development of novel analog electronic synapses. We used multiscale materials-device physics simulations to screen material and process combinations as well as engineer (and Si-validate) synaptic device performance through predictive modeling, enabling assessment of process integration tolerances.