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…
Deep dictionary learning with reconstruction for texture recognition
Experimental setting To validate our method, we utilized the LMT-108 dataset46 containing 108 different objects which are divided…
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,…
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…
Machine learning-based approach for reduction of energy consumption in hybrid energy storage electric vehicle
Comparative performance analysis of BEV and HBEV under the EUDC drive cycle The European Urban Driving Cycle (EUDC),…
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…
A qubit update | Nature Electronics
The field of quantum computing has advanced rapidly in 2025, but the technology still faces substantial challenges in…
Photoresponsive dual-mode memory transistor for optoelectronic computing: charge storage and synaptic signal processing
Flexible dual-mode synaptic device based on a bilayer dielectric structure Figure 1a shows the structure of the proposed…