Artificial Intelligence

Artificial intelligence and machine learning prior art search

Search prior art for machine learning and artificial intelligence inventions: model architectures, training methods, inference systems, and applied models.

Related artificial intelligence patents

  • International Business Machines CorporationPublished 2021-10-05

    A storage controller of a machine receives training data associated with a neural network model. The neural network model includes a plurality of layers, and the machine further including at least one graphics processing unit. The storage controller trains at least one layer of the plurality of …

  • January, Inc.Published 2023-05-30

    Various systems and methods are disclosed. One or more of the methods disclosed uses machine learning algorithms to predict biophysical responses from biophysical data, such as heart rate monitor data, food logs, or glucose measurements. Biophysical responses may include behavioral responses.

  • January, Inc.Published 2026-01-08

    Various systems and methods are disclosed. One or more of the methods disclosed uses machine learning algorithms to predict biophysical responses from biophysical data, such as heart rate monitor data, food logs, or glucose measurements. Biophysical responses may include behavioral responses.

  • 인텔 코포레이션Published 2024-10-24

    A mechanism is described that enables real-time deep learning-based detection and correction of malfunctioning sensors in an autonomous machine according to one embodiment. The device of the embodiment described herein includes detection and capture logic that enables one or more sensors to …

  • Intel CorpPublished 2025-07-22

    Embodiments described herein provide a system for configuring distributed training of a neural network, the system comprising a memory for storing a library to facilitate data transmission during distributed training of the neural network; a network interface to allow transmission and reception of …

  • 英特尔公司Published 2025-10-03

    A device for facilitating computational optimization is disclosed. The device includes at least one processor for performing operations to implement a neural network, and computational logic for accelerating neural network computations.

  • 베이징 시아오미 인텔리전트 테크놀로지 컴퍼니 리미티드Published 2022-03-24

    The present invention relates to a method, an apparatus and a recording medium for searching a neural network structure model. The method comprises: generating an initial generation network model structure population according to multi-purpose optimization hyperparameters; conducting selection and …

  • Intel CorporationPublished 2024-03-13

    A computer-implemented method for securing artificial intelligence, AI, systems against attacks, comprising: receiving input data (424) from an input device (152); generating output data (426) based in part on executing an inference model (422) with the input data (424), the output data (426) …

Search your own artificial intelligence idea

Describe your invention in plain language with its key technical features. Persoona queries Google Patents and ranks the closest results.

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Why a prior art search matters for artificial intelligence

Filings in this space have grown faster than almost any other field, so novelty is harder to establish and a search is essential. The results also reveal how competitors are claiming similar model behavior.

  • A generic model applied to a new dataset is rarely patentable on its own; the technical improvement usually has to be in the method or system.
  • United States Patent and Trademark Office (USPTO) guidance requires a human inventor, which shapes how model-assisted inventions are disclosed.
  • Written-description and enablement scrutiny is high for models described only by their outputs.

Artificial Intelligence prior art search FAQ

What is a prior art search?
A prior art search looks for existing artificial intelligence patents, published applications, and other public disclosures that are similar to your idea. It helps you gauge whether an invention is new before you spend time and money on a patent application.
How do I do a prior art search for a artificial intelligence invention?
Describe your artificial intelligence idea in plain language using its key technical features, then run the search. Persoona queries Google Patents and ranks the closest artificial intelligence results so you can see what already exists before you file.
Is Persoona's prior art search free to use?
The preview is open to everyone and shows the top results for your query. Sign in to see the full result list and to draft a United States Patent and Trademark Office (USPTO) provisional package from what you find. No card is required to start.
Does this replace a professional patent search or legal advice?
No. This is a preliminary search of Google Patents to help you get oriented. It is not exhaustive and it is not legal advice. Before you file or rely on the results, have a registered patent attorney run a professional search.
Where do the results come from?
Results come from a live search of Google Patents, which indexes patents and published applications from the United States Patent and Trademark Office (USPTO) and patent offices worldwide. Each result links to the full document so you can read it yourself.
What should I do after a prior art search?
If your artificial intelligence idea looks distinct, draft a provisional patent package on Persoona to lock in a filing date, then have a registered patent attorney review it. You can find one in the Persoona patent attorney directory.

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