Analog in-memory computing attention mechanism for fast and energy-efficient large language models
Hardware-based neural network simulations We implement the sliding window attention by masking the elements of S outside the…
Next-generation graph computing with electric current-based and quantum-inspired approaches
Graph computing theory When modeling a space or circumstance in a graph, nodes represent each entity, and edges…
Synthetic-domain computing and neural networks using lithium niobate integrated nonlinear phononics
Small, J. S. General-purpose electronic analog computing: 1945-1965. IEEE Ann. Hist. Comput. 15, 8–18 (1993). Google Scholar Sebastian,…
A physics-informed Airy beam learning framework for blockage avoidance in sub-terahertz wireless networks
Airy beam generation and characterization To model the best Airy beam for delivering data to an obstructed user,…
Programmable wave-based analog computing machine: a metastructure that designs metastructures
A conceptual representation of the main idea is pictorially summarized in Fig. 1A. The main property of our proof-of-concept…
A unified realization of electrical quantities from the quantum International System of Units
Mills, I. M., Mohr, P. J., Quinn, T. J., Taylor, B. N. & Williams, E. R. Redefinition of…
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…
Neuromorphic computing at scale | Nature
Mead, C. Neuromorphic electronic systems. Proc. IEEE 78, 1629–1636 (1990). Original article launching the field of neuromorphic electronic…
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 4.60Â GHz. We constructed 21 cooperative…