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,…
Multihop cost awareness task migration with networking load balance technology for vehicular edge computing
The simulation platform uses Intel Core i7-8655U CPU processorwith a maximum frequency of 4.60 GHz. We constructed 21 cooperative…
Neuromorphic computing at scale | Nature
Mead, C. Neuromorphic electronic systems. Proc. IEEE 78, 1629–1636 (1990). Original article launching the field of neuromorphic electronic…
STAR-RIS enabled covert integration of sensing communication and over-the-air computing with analysis and optimization
In this section, to evaluate the MSE of AirComp, we consider the joint optimization of the data transmission…
Polarization-sensitive in-sensor computing in chiral organic integrated 2D p-n heterostructures for mixed-multimodal image processing
Device configuration of CLCN-integrated vdW CPL detectors Figure 1a illustrates the configuration and operational principles of our device. We…
A novel wireless electromagnetic wave transmission method applicable to water injection wells and analysis of the influence factors
The attenuation of electromagnetic signals is affected by multiple factors, including the excitation frequency, the resistivity of mud…
Lightweight error-tolerant edge detection using memristor-enabled stochastic computing
Stochastic number encoders SNEs are the units encoding data into stochastic numbers. They have been conventionally realised with electronic…
Spintronic memristors for computing | npj Spintronics
Brataas, A., Kent, A. D. & Ohno, H. Current-induced torques in magnetic materials. Nat. Mater. 11, 372 (2012).…
JAX-BTE: a GPU-accelerated differentiable solver for phonon Boltzmann transport equations
Phonon BTE The phonon BTE describes the evolution of phonon distributions over time in a system. For a…