Huawei Fault Processing Method for Training Systems

The European Patent Office has published patent application EP4711932A1 by Huawei Technologies Co., Ltd. The application describes a fault processing method for training systems used in AI and computing. The method aims to improve the efficiency and speed of recovering training tasks after a fault occurs.

Patent: Computer Method for Optimal LED Light Fixture Configuration

The European Patent Office has published patent application EP4712700A1, detailing a computer-implemented method for optimizing LED light fixture configurations. The invention utilizes a genetic algorithm to determine the optimal number, type, position, and current intensity of LEDs to achieve a desired spectral irradiance curve without additional optical elements.

EPO Patent Publication EP4711984A2: Self-supervised Representation Learning

The European Patent Office published patent application EP4711984A2 on March 18, 2026, detailing a method for self-supervised representation learning using bootstrapped latent representations. The patent, filed by GDM Holding LLC, describes a computer-implemented technique for training neural networks without labeled data or contrastive loss.

Samsung Patent: Multi-batch Reinforcement Learning via Multi-Imitation Learning

The European Patent Office published Samsung's patent application EP4711983A2 concerning a method for multi-batch reinforcement learning via multi-imitation learning. The patent describes a system for predicting traffic load and determining cell reselection priorities for mobile network base stations.

Patent EP4711914A1: Circuits for Random Walks on Graph

The European Patent Office has published patent application EP4711914A1, filed by Extropic Corp., detailing circuits for generating samples associated with random walks on a graph. The patent describes a method for configuring probabilistic circuit modules (PCMs) with specific input and output connections based on graph coloring.

EPO Patent Publication: Adaptive Architecture for Near-Memory Computing

The European Patent Office (EPO) has published a new patent application, EP4711982A1, related to an adaptive architecture for near-memory computing. The patent, filed by STMicroelectronics International N.V., details a hardware accelerator designed for efficient data processing.

EPO Patent: Computer Method Optimizes Item Storage Using CQM Problem

The European Patent Office has published patent application EP4711994A1, detailing a computer-implemented method for optimizing item storage using a constrained quadratic model (CQM) problem, potentially leveraging quantum computing. The patent, filed by Fundación Tecnalia Research & Innovation, aims to maximize item storage at ground level.

Patent EP4711626A1: Controlling Pneumatic Positioning Devices

The European Patent Office has published patent EP4711626A1 concerning a method for controlling pneumatic positioning devices and vacuum systems. The patent, filed by VAT Holding AG, details a system for deriving control parameters based on observed pressure and movement data, potentially impacting manufacturing processes.

EPO Patent Application: Detecting and Correcting Data Set Drift

The European Patent Office has published patent application EP4711992A1, detailing methods for detecting and correcting data set drift using classifiers and performance thresholds. The application, filed by SAP SE, describes techniques to train classifiers on data with specific classifications and identify drift when classifier performance exceeds predefined thresholds.

EPO Patent EP4711922A1: Automating Interfaces with LLM

The European Patent Office has published patent application EP4711922A1, filed by UiPath, Inc., detailing a method for automating interfaces using Large Language Models (LLMs) and generative models. The patent describes a system that generates interface actions based on LLM matching of step descriptions.