Topic leaderboard
AI & machine-learning computing
Ranked by the PatentIndex Score — a 1–99 percentile within G06N · public-visibility date · generated 2026-07-19
top 25 per window · public-visibility date
Rising· last 2 yrs
Inventors whose newest G06N patents became public in the last 2 years — the current frontier
- 199Armando Montalvo234 patents · 6,246 citations
- 296Gregory Hayward62 patents · 2,948 citations
- 392Scott Farris63 patents · 2,861 citations
- 488Blake Konrardy58 patents · 2,832 citations
- 583Andre Madeira16 patents · 3,107 citations
- 679Dwight Inman58 patents · 3,543 citations
- 775Christos Tryfonas49 patents · 4,623 citations
- 871Sudhakar Muddu49 patents · 4,623 citations
- 967Edward Hummel40 patents · 2,401 citations
- 1063Jeremy Levin14 patents · 966 citations
- 1158Ravi Prasad Bulusu21 patents · 2,221 citations
- 1254Jacob J. Alt25 patents · 1,720 citations
- 1350Gerald William Duffy, Jr.161 patents · 1,786 citations
- 1446Jeffrey P. Mcguckin161 patents · 1,786 citations
- 1542Igal Raichelgauz83 patents · 1,210 citations
- 1638Oleg Rogynskyy102 patents · 464 citations
- 1733Samuel Kassoumeh25 patents · 993 citations
- 1829Baiyang Liu19 patents · 599 citations
- 1925Ha Tran37 patents · 1,184 citations
- 2021Jonathan Blake Brannon37 patents · 1,522 citations
- 2117Dylan D. Patton-Kuhl35 patents · 1,517 citations
- 2213Austin Walters302 patents · 1,356 citations
- 238Jeremy Goodsitt296 patents · 1,339 citations
- 244Vincent Pham196 patents · 897 citations
- 251Kate Key38 patents · 416 citations
Active· last 5 yrs
Sustained G06N output across the last 5 years
- 199Armando Montalvo234 patents · 6,246 citations
- 296Didier Rene Guzzoni20 patents · 6,413 citations
- 392Thomas R. Gruber15 patents · 5,192 citations
- 488Christopher Dean Brigham19 patents · 4,931 citations
- 583Harry J. Saddler10 patents · 3,092 citations
- 679Gregory Hayward62 patents · 2,948 citations
- 775Scott Farris63 patents · 2,861 citations
- 871Blake Konrardy58 patents · 2,832 citations
- 967Andre Madeira16 patents · 3,107 citations
- 1063Srinivas Kavuri14 patents · 3,097 citations
- 1158Dwight Inman58 patents · 3,543 citations
- 1254Christos Tryfonas49 patents · 4,623 citations
- 1350Sudhakar Muddu49 patents · 4,623 citations
- 1446Edward Hummel40 patents · 2,401 citations
- 1542Marcello Bastea-Forte8 patents · 2,129 citations
- 1638Richard Donald Giuli8 patents · 2,129 citations
- 1733Jeremy Levin14 patents · 966 citations
- 1829Dag Kittlaus8 patents · 2,004 citations
- 1925Linda I. Hoffberg-Borghesani18 patents · 3,490 citations
- 2021Ravi Prasad Bulusu21 patents · 2,221 citations
- 2117Jacob J. Alt25 patents · 1,720 citations
- 2213Justin Davis18 patents · 1,704 citations
- 238Giles Roll17 patents · 1,702 citations
- 244Kristopher Keith Gaudin17 patents · 1,702 citations
- 251Laura A. Uphoff17 patents · 1,702 citations
All-time canon
Career PatentIndex Score in G06N
- 199Armando Montalvo234 patents · 6,246 citations
- 296Didier Rene Guzzoni20 patents · 6,413 citations
- 392Thomas R. Gruber15 patents · 5,192 citations
- 488Christopher Dean Brigham19 patents · 4,931 citations
- 583Harry J. Saddler10 patents · 3,092 citations
- 679Gregory Hayward62 patents · 2,948 citations
- 775Scott Farris63 patents · 2,861 citations
- 871Blake Konrardy58 patents · 2,832 citations
- 967Andre Madeira16 patents · 3,107 citations
- 1063Srinivas Kavuri14 patents · 3,097 citations
- 1158Andreas May13 patents · 3,096 citations
- 1254Jeremy A. Schwartz13 patents · 3,096 citations
- 1350Norman R. Lunde13 patents · 3,096 citations
- 1446Dwight Inman58 patents · 3,543 citations
- 1542Christos Tryfonas49 patents · 4,623 citations
- 1638Sudhakar Muddu49 patents · 4,623 citations
- 1733Edward Hummel40 patents · 2,401 citations
- 1829Marcello Bastea-Forte8 patents · 2,129 citations
- 1925Richard Donald Giuli8 patents · 2,129 citations
- 2021Jeremy Levin14 patents · 966 citations
- 2117Dag Kittlaus8 patents · 2,004 citations
- 2213Linda I. Hoffberg-Borghesani18 patents · 3,490 citations
- 238Ravi Prasad Bulusu21 patents · 2,221 citations
- 244Jacob J. Alt25 patents · 1,720 citations
- 251Justin Davis18 patents · 1,704 citations
Rising· last 2 yrs
The top-scoring G06N patents made public in the last 2 years
- 199US11985510B1✦ AISystem, method, and apparatus for providing dynamic, prioritized spectrum management and u130 cites · 202469% earned
- 296US12015928B2✦ AISystem, method, and apparatus for providing dynamic, prioritized spectrum management and u117 cites · 202478% earned
- 392US12015927B2✦ AISystem, method, and apparatus for providing dynamic, prioritized spectrum management and u117 cites · 202481% earned
- 488US12143941B1Wireless system87 cites · 202489% earned
- 583US11943628B1System, method, and apparatus for providing dynamic, prioritized spectrum management and u121 cites · 202482% earned
- 679US12287851B1Systems and methods of sensor data fusion38 cites · 202564% earned
- 775US11875130B1Confidence generation for managing a generative artificial intelligence model64 cites · 202492% earned
- 871US12183213B1Unmanned vehicle recognition and threat management35 cites · 202484% earned
- 967US12222259B1Rolling bearing fault diagnosis method based on fast fourier transform coding and lightwei31 cites · 202591% earned
- 1063US11962546B1Leveraging inferred context to improve suggested messages44 cites · 202487% earned
- 1158US12135949B1Layered measurement, grading and evaluation of pretrained artificial intelligence models29 cites · 202486% earned
- 1254US11922550B1Systems and methods for hierarchical text-conditional image generation40 cites · 202484% earned
- 1350US11875123B1Advice generation system40 cites · 202491% earned
- 1446US12061970B1Systems and methods of large language model driven orchestration of task-specific machine 39 cites · 202484% earned
- 1542US12217831B2Artificial intelligence-based quality scoring36 cites · 202478% earned
- 1638US11978271B1Instance level scene recognition with a vision language model36 cites · 202484% earned
- 1733US12314149B1Complex device fault diagnosis method and system based on multi-dimensional features24 cites · 202590% earned
- 1829US11908180B1Generating videos using sequences of generative neural networks35 cites · 202484% earned
- 1925US11972223B1Query evaluation in natural language processing systems35 cites · 202487% earned
- 2021US11972333B1Supervisory systems for generative artificial intelligence models35 cites · 202491% earned
- 2117US12243431B2Unmanned vehicle recognition and threat management23 cites · 202477% earned
- 2213US11866055B1Tuning layers of a modular neural network45 cites · 202487% earned
- 238US12026599B1Systems and methods for customizing user interfaces using artificial intelligence32 cites · 202483% earned
- 244US12126643B1Leveraging generative artificial intelligence (‘AI’) for securing a monitored deployment32 cites · 202491% earned
- 251US12254420B1Point-of-interest recommendation method based on temporal knowledge graph21 cites · 202590% earned
Active· last 5 yrs
The top-scoring G06N patents of the last 5 years
- 199US11222217B1✦ AIDetection method using fusion network based on attention mechanism, and terminal device495 cites · 202295% earned
- 296US11487273B1✦ AIDistributed industrial energy operation optimization platform automatically constructing i317 cites · 202294% earned
- 392US11638160B2✦ AISystem, method, and apparatus for providing dynamic, prioritized spectrum management and u273 cites · 202384% earned
- 488US11653213B2System, method, and apparatus for providing dynamic, prioritized spectrum management and u271 cites · 202384% earned
- 583US11194972B1Semantic sentiment analysis method fusing in-depth features and time sequence models311 cites · 202194% earned
- 679US12015927B2System, method, and apparatus for providing dynamic, prioritized spectrum management and u117 cites · 202481% earned
- 775US11395149B2System, method, and apparatus for providing dynamic, prioritized spectrum management and u310 cites · 202172% earned
- 871US10902944B1Patient-specific medical procedures and devices, and associated systems and methods289 cites · 202189% earned
- 967US11800369B2System, method, and apparatus for providing dynamic, prioritized spectrum management and u134 cites · 202379% earned
- 1063US11334807B1Learning approximate estimation networks for communication channel state information351 cites · 202289% earned
- 1158US12143941B1Wireless system87 cites · 202489% earned
- 1254US11769017B1Generative summaries for search results129 cites · 202386% earned
- 1350US12287851B1Systems and methods of sensor data fusion38 cites · 202564% earned
- 1446US11721105B2System and method for monitoring clinical activities190 cites · 202187% earned
- 1542US11348269B1Method and apparatus for combining data to construct a floor plan226 cites · 202286% earned
- 1638US11030454B1Virtual object machine learning216 cites · 202187% earned
- 1733US11227626B1Audio response messages229 cites · 202289% earned
- 1829US11734419B1Directed graph interface for detecting and mitigating anomalies in entity interactions94 cites · 202393% earned
- 1925US11763485B1Deep learning based robot target recognition and motion detection method, storage medium a93 cites · 202393% earned
- 2021US11879960B2System and method for monitoring clinical activities154 cites · 202194% earned
- 2117US10978056B1Grammaticality classification for natural language generation in assistant systems215 cites · 202194% earned
- 2213US11700533B2System, method, and apparatus for providing dynamic, prioritized spectrum management and u121 cites · 202371% earned
- 238US11832940B2Non-invasive medical monitoring device for blood analyte measurements161 cites · 202190% earned
- 244US11521377B1Landslide recognition method based on laplacian pyramid remote sensing image fusion105 cites · 202293% earned
- 251US11516158B1Neural network-facilitated linguistically complex message generation systems and methods104 cites · 202293% earned
All-time canon
The defining G06N patents of the whole record
- 199US9516053B1✦ AINetwork security threat detection by user/user-entity behavioral analysis1,196 cites · 201678% earned
- 296US6981040B1✦ AIAutomatic, personalized online information and product services1,181 cites · 200587% earned
- 392US5701400A✦ AIMethod and apparatus for applying if-then-else rules to data sets in a relational data bas1,104 cites · 199795% earned
- 488US6021403AIntelligent user assistance facility987 cites · 200090% earned
- 583US6842877B2Contextual responses based on automated learning techniques986 cites · 200293% earned
- 679US7343453B2Hierarchical systems and methods for providing a unified view of storage information980 cites · 200684% earned
- 775US6219045B1Scalable virtual world chat client-server system838 cites · 200184% earned
- 871US5541590AVehicle crash predictive and evasive operation system by neural networks835 cites · 199695% earned
- 967US10210244B1Updating natural language interfaces by processing usage data817 cites · 201991% earned
- 1063US4775935AVideo merchandising system with variable and adoptive product sequence presentation order799 cites · 198895% earned
- 1158US7775885B2Event-driven alteration of avatars792 cites · 200795% earned
- 1254US6691151B1Unified messaging methods and systems for communication and cooperation among distributed 744 cites · 200489% earned
- 1350US5774357AHuman factored interface incorporating adaptive pattern recognition based controller appar738 cites · 199886% earned
- 1446US5283856AEvent-driven rule-based messaging system726 cites · 199492% earned
- 1542US8290883B2Learning system and learning method comprising an event list database684 cites · 201095% earned
- 1638US9318108B2Intelligent automated assistant674 cites · 201282% earned
- 1733US6292830B1System for optimizing interaction among agents acting on multiple levels654 cites · 200195% earned
- 1829US9532722B2Patient monitoring system633 cites · 201289% earned
- 1925US8660849B2Prioritizing selection criteria by automated assistant618 cites · 201382% earned
- 2021US7346751B2Systems and methods for generating a storage-related metric617 cites · 200683% earned
- 2117US6788965B2Intelligent system for detecting errors and determining failure modes in noninvasive measu593 cites · 200395% earned
- 2213US5627764AAutomatic electronic messaging system with feedback and work flow administration592 cites · 199795% earned
- 238US5920477AHuman factored interface incorporating adaptive pattern recognition based controller appar580 cites · 199986% earned
- 244US8151191B2Managing objectionable material in 3D immersive virtual worlds578 cites · 200995% earned
- 251US6633856B2Methods and apparatus for decoding LDPC codes564 cites · 200390% earned
Rising· last 2 yrs
Assignees whose newest G06N patents became public in the last 2 years — the current frontier
- 199DIGITAL GLOBAL SYSTEMS INC301 patents · 6,280 citations
- 296STATE FARM MUTUAL AUTOMOBILE INSURANCE CO412 patents · 7,072 citations
- 392APPLE INC497 patents · 7,513 citations
- 488COMMVAULT SYSTEMS INC41 patents · 3,236 citations
- 583SPLUNK INC212 patents · 6,658 citations
- 679STANFORD RES INST INT71 patents · 2,884 citations
- 775STRONG FORCE IOT PORTFOLIO 2016 LLC166 patents · 1,791 citations
- 871SNAP INC363 patents · 4,491 citations
- 967IBM8,261 patents · 34,972 citations
- 1063CISCO TECH INC572 patents · 3,250 citations
- 1158PEOPLE AI INC105 patents · 464 citations
- 1254TRAN BAO58 patents · 1,475 citations
- 1350ONETRUST LLC47 patents · 1,526 citations
- 1446NVIDIA CORP669 patents · 3,291 citations
- 1542CAPITAL ONE SERVICES LLC1,502 patents · 5,367 citations
- 1638ASAPP INC61 patents · 1,913 citations
- 1733COMMONS MICHAEL LAMPORT14 patents · 1,221 citations
- 1829SYNAPTICS INC49 patents · 3,306 citations
- 1925FISHER ROSEMOUNT SYSTEMS INC29 patents · 982 citations
- 2021MICROSOFT TECHNOLOGY LICENSING LLC2,594 patents · 8,726 citations
- 2117AMAZON TECH INC1,557 patents · 21,260 citations
- 2213PALANTIR TECHNOLOGIES INC102 patents · 1,540 citations
- 23823ANDME INC47 patents · 758 citations
- 244STANDARD COGNITION CORP29 patents · 961 citations
- 251ZOOX INC211 patents · 3,104 citations
Active· last 5 yrs
Sustained G06N output across the last 5 years
- 199DIGITAL GLOBAL SYSTEMS INC301 patents · 6,280 citations
- 296STATE FARM MUTUAL AUTOMOBILE INSURANCE CO412 patents · 7,072 citations
- 392APPLE INC497 patents · 7,513 citations
- 488COMMVAULT SYSTEMS INC41 patents · 3,236 citations
- 583SPLUNK INC212 patents · 6,658 citations
- 679STANFORD RES INST INT71 patents · 2,884 citations
- 775STRONG FORCE IOT PORTFOLIO 2016 LLC166 patents · 1,791 citations
- 871SNAP INC363 patents · 4,491 citations
- 967GOOGLE INC391 patents · 11,354 citations
- 1063CORTICA LTD45 patents · 860 citations
- 1158IBM8,261 patents · 34,972 citations
- 1254FACEBOOK INC442 patents · 4,091 citations
- 1350VEVEO INC24 patents · 746 citations
- 1446CISCO TECH INC572 patents · 3,250 citations
- 1542FIREEYE INC29 patents · 3,558 citations
- 1638PEOPLE AI INC105 patents · 464 citations
- 1733TRAN BAO58 patents · 1,475 citations
- 1829ONETRUST LLC47 patents · 1,526 citations
- 1925NVIDIA CORP669 patents · 3,291 citations
- 2021CAPITAL ONE SERVICES LLC1,502 patents · 5,367 citations
- 2117ASAPP INC61 patents · 1,913 citations
- 2213COMMONS MICHAEL LAMPORT14 patents · 1,221 citations
- 238SYNAPTICS INC49 patents · 3,306 citations
- 244SONY CORP337 patents · 5,558 citations
- 251IROBOT CORP21 patents · 996 citations
All-time canon
All-time PatentIndex Score in G06N
- 199DIGITAL GLOBAL SYSTEMS INC301 patents · 6,280 citations
- 296STATE FARM MUTUAL AUTOMOBILE INSURANCE CO412 patents · 7,072 citations
- 392APPLE INC497 patents · 7,513 citations
- 488COMMVAULT SYSTEMS INC41 patents · 3,236 citations
- 583SPLUNK INC212 patents · 6,658 citations
- 679TANGIS CORP15 patents · 3,672 citations
- 775STANFORD RES INST INT71 patents · 2,884 citations
- 871STRONG FORCE IOT PORTFOLIO 2016 LLC166 patents · 1,791 citations
- 967MICROSOFT CORP265 patents · 10,696 citations
- 1063SNAP INC363 patents · 4,491 citations
- 1158ZENPRISE INC8 patents · 1,482 citations
- 1254GOOGLE INC391 patents · 11,354 citations
- 1350CORTICA LTD45 patents · 860 citations
- 1446NANOGEN INC13 patents · 1,754 citations
- 1542IBM8,261 patents · 34,972 citations
- 1638FACEBOOK INC442 patents · 4,091 citations
- 1733TRIANGLE SOFTWARE LLC9 patents · 887 citations
- 1829VEVEO INC24 patents · 746 citations
- 1925DWAVE SYS INC69 patents · 5,099 citations
- 2021CISCO TECH INC572 patents · 3,250 citations
- 2117EXPANSE NETWORKS INC9 patents · 562 citations
- 2213FIREEYE INC29 patents · 3,558 citations
- 238NEST LABS INC9 patents · 1,124 citations
- 244PEOPLE AI INC105 patents · 464 citations
- 251TRAN BAO58 patents · 1,475 citations
90–99 field-defining50–89 strong<50 emergingearned by citationsfrom family breadth