Increasing the clock speed of a thermodynamic computer by adding noise
We consider a thermodynamic computer composed of N units with real-valued scalar amplitudes Si. Amplitudes could represent physical…
Integrated algorithm and hardware design for hybrid neuromorphic systems
Experimental setup For all experiments, hybrid SNN-ANN models are deployed on two hardware configurations: (1) Jetson-Loihi, where the…
Two-dimensional material-based devices for in-sensor computing
Li, S., Xu, L. D. & Zhao, S. The internet of things: a survey. Inf. Syst. Front. 17,…
Parameter-efficient diffusion with neural cellular automata
This chapter describes the development and evaluation of two new denoising-diffusion models based on Neural Cellular Automata (NCA):…
Advanced AI computing enabled by 2D material-based neuromorphic devices
Li, X. et al. Power-efficient neural network with artificial dendrites. Nature Nanotechnology 15, 776–782 (2020). Article ADS CAS …