United States

Machine learning model validation with verification data

USPTO granted Patent US12591773B2 to Qualcomm Incorporated on March 31, 2026, covering methods for validating machine learning models using verification data in wireless communication networks. The patent includes processes for quantizing and compiling unvalidated ML models, obtaining verification data, and determining performance levels to satisfy validation conditions. Qualcomm receives exclusive rights to this technology for the patent term.

AI System for Generating Computer Bills of Materials Using GANs

The USPTO granted patent US12591774B2 to Dell Products L.P. covering a system that uses generative adversarial networks (GANs) to automatically generate computer bills of materials based on functional requirements. The patent (20 claims) was filed on July 13, 2022, under application number 17812272. Inventors include Rachna Lalwani, Owen Martin, and Arieh Don.

Machine Learning Free Text Event Detection System

The USPTO granted Patent US12591635B2 to Click Therapeutics, Inc. for a system using machine learning and free text data to detect and report events associated with software application use. The patent covers systems, methods, and computer-readable media for applying ML architectures to free text data to determine likelihood of application-related events and executing characterization actions. The patent contains 27 claims and was granted March 31, 2026.

Dynamic quantization for energy efficient deep learning

The USPTO granted patent US12591771B2 to Qualcomm Incorporated on March 31, 2026, covering dynamic quantization methods for energy-efficient deep learning inference. The patent, invented by Randy Ardywibowo, Venkata Ravi Kiran Dayana, and Hau Hwang, describes a technique for quantizing neural network layer parameters based on input content during inference. The patent contains 28 claims and was filed as Application No. 17488261.

Vanda patents trichostatin A cancer treatment method

USPTO granted patent US12590162B2 to Vanda Pharmaceuticals Inc. covering a method of treating cancer using trichostatin A (TSA). Inventors include Mihael H. Polymeropoulos, Louis William Licamele, and Christian Lavedan. The patent contains 5 claims.

siRNA Septicemia Treatment Patent

USPTO granted Patent US12590304B2 to Suzhou Ribo Life Science Co., Ltd. covering an siRNA therapeutic targeting the kininogen (KNG) gene for treating septicemia. The patent includes 8 claims for the nucleic acid composition, pharmaceutical formulation, and siRNA conjugate. This is a standard patent grant公告 with no regulatory compliance obligations.

EEG-fNIRS neurofeedback system patent granted

The USPTO granted Patent US12588859B2 to the Education University of Hong Kong for an integrated EEG-fNIRS neurofeedback system. The patent covers EEG electrodes, fNIRS detectors, a computation module, and a report generator that processes brain signals and selects a representative score. Invented by Kin Chung Michael Yeung, the patent contains 12 claims and was granted on March 31, 2026.

Wearable device and method for non-invasive assessment of glymphatic flow

USPTO granted Patent US12588861B2 to Applied Cognition, Inc. for a wearable head-mounted system that non-invasively assesses glymphatic flow using alternating current electrodes. The system includes a measurement validation module applying Hilbert transform or Kramer-Kronig tests and a cranial fluid dynamics module. The patent contains 20 claims and covers devices and methods for neurological fluid assessment.

PSA Cardiac Activation Detection Method and System

The USPTO granted Patent No. US12588856B2 to Biosense Webster (Israel) Ltd. covering methods for identifying and graphically indicating cardiac tissue locations exhibiting progressively slowing activation (PSA) based on cardiac signal analysis. The patent includes 14 claims and names eight inventors including Tal Haim Bar-On and Kumaraswamy Nanthakumar.

System and method for intraoperative nerve guidance during surgery

USPTO granted patent US12588860B2 to Neuralytix, LLC covering a system and method for intraoperative nerve guidance during surgical procedures. The patent describes receiving real-time image data from intraoperative imaging, determining nerve function parameters indicative of nerve health, and presenting a concurrent visual output of anatomical structures and nerve health indicators. The patent names inventors David S. Nay and Christopher Wybo, with 19 claims.