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Neural Network Device with Non-Linear Operations

Samsung Electronics Co., Ltd. filed US Patent Application US20260094027A1 with the USPTO for an electronic device executing neural network models with non-linear operations. The invention covers updating weights between neural network nodes based on reference node values, with inventors including Chang-Woo Shin, Carlos Cristiano De Jesus Alcantara, Anes Ju, and Kitae Park. The application was published on April 2, 2026.

Transfer Learning AI/ML Patent for Beam Management in Telecommunications

VIAVI Solutions Inc. filed a patent application (US20260094001A1) for transfer learning systems enabling AI/ML-based beam management in telecommunications networks. The invention allows pre-trained neural network models to be applied across different frequency bands to predict optimal beam configurations, reducing training requirements for 5G and future wireless systems. Application No. 18904464 was filed October 2, 2024.

Machine Learning Model Pruning System

The USPTO published patent application US20260094048A1 for a machine learning model pruning system developed by Amazon Technologies, Inc. The invention describes methods for optimizing neural network weights by strategically pruning connections and minimizing loss functions through batch processing techniques. This is a publication of a patent application filed on September 27, 2024.

Method for Accelerating LLM Inference Procedures

USPTO published patent application US20260094028A1 by MEDIATEK INC. disclosing a method for accelerating large language model inference through draft token generation, rule-based determination, and matching operations. The invention aims to improve computational efficiency of LLM inference procedures using a two-stage drafting and matching approach. The application was filed September 26, 2025.

RBAC System Patent for Generative AI Development

USPTO published Truist Bank's patent application for a role-based access control system designed for generative AI development. The system authenticates user credentials, filters permissions based on user access levels, and regulates prompts and user inputs to a knowledge domain framework used in AI model creation. Application US20260093839A1 was filed April 9, 2025 and published April 2, 2026.

Automated Data Visualization and Infographics Using LLMs and Diffusion Models

Microsoft Technology Licensing filed USPTO Patent Application US20260094325A1 for automated generation of data visualizations and infographics using large language models and diffusion models. The system generates candidate analytics from raw data, creates visualization code scaffolds, and produces programmatic outputs including infographics via diffusion models. Application No. 19412362 was filed December 8, 2025.

Federated Learning Acceleration Patent for Intelligent Personalized Services

USPTO published patent application US20260094005A1 by Korea Electronics Technology Institute for a client training acceleration method using federated learning for intelligent personalized services. The invention includes searching similar models in a repository, aggregating them into a global model, distributing to clients for training, and reflecting local data on the model. The application (No. 18941753) was filed on 2024-11-08 and published on 2026-04-02.

AI System for Dynamically Generating Knowledge Assessment Items

EXAMROOM.AI CORP. filed USPTO patent application US20260094017A1 for an AI and machine learning system that dynamically generates knowledge assessment items for item banks. The patent covers methods, systems, and computer program products for automated test item creation. The application was filed September 1, 2025 and published April 2, 2026.

Multi-server login authentication system patent

USPTO published patent application US20260095444A1 for DISH Network Technologies India, disclosing a multi-server login authentication system. The system involves a fixed device, account management system (AMS) server, property management system (PMS) server, and content server communicating user access codes for authentication. Inventors: Laxminarayana Dalimba and Himanshu Jain.

Device authentication without subscription using external credentials

USPTO published patent application US20260095446A1 disclosing methods and systems for authenticating user equipment (UE) without mobile network subscription using external credentials. The invention involves an authentication proxy that communicates with service provider AAA servers to derive master session keys for secure non-public network access. Inventors: Andreas Kunz, Sheeba Backia Mary Baskaran, Genadi Velev.