IEEE

GRANII: Selection and Ordering of Primitives in GRAph Neural Networks using Input Inspection

Abstract: Over the years, many frameworks and optimization techniques have been proposed to accelerate graph neural networks (GNNs). In contrast to the optimizations explored in these systems, we ...
IEEE

Implementation of FPGA-based Neural Network Controller for Reducing Speed Ripple for a PMSM-driven EV using MRAS Speed Estimator

Abstract: The conventional model reference adaptive system (MRAS) employs a proportional-integral (PI) controller with a low-pass filter (LPF). However, the LPF and integrator add phase delay and DC ...
GitHub

AGDN: Learning to Solve Traveling Salesman Problem with Anisotropic Graph Diffusion Network

Venue: This work has been accepted by the Proceedings of the 32nd ACM SIGKDD Conference on Knowledge Discovery and Data Mining. TL;DR: AGDN solves TSP by combining a MixScore transition matrix with ...
Diginomica

How two UK councils are using AI note-taking to cut social workers' admin burden

Two UK councils that have rolled out the software to positive effect are co-developer Royal Borough of Kingston upon Thames, and Oxfordshire County Council. The use of AI transcription tools in social ...