Inventor · disambiguated record
Risto Miikkulainen
Also filed as: MIIKKULAINEN RISTO · MIIKKULAINEN RISTO P
39 granted patents·15 pending applications·285 citations·filing 2000–2025
97Inventor score
Files withCOGNIZANT TECH SOLUTIONS U S CORPORATION32EVOLV TECH SOLUTIONS INC9COGNIZANT TECH SOLUTIONS US CORP6UNIV TEXAS2CATALIS INC1
Top patents by PatentIndex Score
54 records- 0192US11062196B2Webinterface generation and testing using artificial neural networksEVOLV TECH SOLUTIONS INC·Filed 2017·Granted Jul 13, 2021·7 cites·18 claims
- 0291US12026624B2System and method for loss function metalearning for faster, more accurate training, and smaller datasetsCOGNIZANT TECH SOLUTIONS U S CORPORATION·Filed 2020·Granted Jul 2, 2024·6 cites·16 claims
- 0391US10783429B2Webinterface production and deployment using artificial neural networksEVOLV TECH SOLUTIONS INC·Filed 2017·Granted Sep 22, 2020·6 cites·28 claims
- 0489US11386318B2Machine learning based webinterface production and deployment systemEVOLV TECH SOLUTIONS INC·Filed 2017·Granted Jul 12, 2022·4 cites·26 claims
- 0589US11003994B2Evolutionary architectures for evolution of deep neural networksCOGNIZANT TECH SOLUTIONS U S CORPORATION·Filed 2018·Granted May 11, 2021·9 cites·13 claims
- 0689US10430709B2Data mining technique with distributed novelty searchCOGNIZANT TECH SOLUTIONS U S CORPORATION·Filed 2016·Granted Oct 1, 2019·9 cites·14 claims
- 0789US6988088B1Systems and methods for adaptive medical decision supportRECARE INC·Filed 2000·Granted Jan 17, 2006·180 cites·53 claims
- 0888US11247100B2Behavior dominated search in evolutionary search systemsCOGNIZANT TECH SOLUTIONS U S CORPORATION·Filed 2020·Granted Feb 15, 2022·2 cites·28 claims
- 0986US11995559B2Enhancing evolutionary optimization in uncertain environments by allocating evaluations via multi-armed bandit algorithmsCOGNIZANT TECH SOLUTIONS U S CORPORATION·Filed 2022·Granted May 28, 2024·1 cites·12 claims
- 1086US10744372B2Behavior dominated search in evolutionary search systemsCOGNIZANT TECH SOLUTIONS US CORPORATION·Filed 2018·Granted Aug 18, 2020·8 cites·18 claims
- 1185US11527308B2Enhanced optimization with composite objectives and novelty-diversity selectionCOGNIZANT TECH SOLUTIONS U S CORPORATION·Filed 2019·Granted Dec 13, 2022·5 cites·16 claims
- 1284US10438111B2Machine learning based webinterface generation and testing systemEVOLV TECH SOLUTIONS INC·Filed 2017·Granted Oct 8, 2019·4 cites·26 claims
- 1383US11783195B2Process and system including an optimization engine with evolutionary surrogate-assisted prescriptionsCOGNIZANT TECH SOLUTIONS U S CORPORATION·Filed 2020·Granted Oct 10, 2023·2 cites·10 claims
- 1483US11182677B2Evolving recurrent networks using genetic programmingCOGNIZANT TECH SOLUTIONS U S CORPORATION·Filed 2018·Granted Nov 23, 2021·7 cites·4 claims
- 1582US10606885B2Data object creation and recommendation using machine learning based online evolutionEVOLV TECH SOLUTIONS INC·Filed 2017·Granted Mar 31, 2020·6 cites·14 claims
- 1681US11250314B2Beyond shared hierarchies: deep multitask learning through soft layer orderingCOGNIZANT TECH SOLUTIONS U S CORPORATION·Filed 2018·Granted Feb 15, 2022·5 cites·20 claims
- 1779US12033079B2System and method for pseudo-task augmentation in deep multitask learningCOGNIZANT TECH SOLUTIONS U S CORPORATION·Filed 2019·Granted Jul 9, 2024·4 cites·28 claims
- 1879US2025232173A1Multiobjective coevolution of deep neural network architecturesCOGNIZANT TECH SOLUTIONS U S CORPORATION·Filed 2025·Application pending·0 cites
- 1979US2025232174A1Multiobjective coevolution of deep neural network architecturesCOGNIZANT TECH SOLUTIONS U S CORPORATION·Filed 2025·Application pending·0 cites
- 2078US12217148B2Presentation module for webinterface production and deployment systemEVOLV TECH SOLUTIONS INC·Filed 2022·Granted Feb 4, 2025·0 cites·17 claims
- 2178US11250328B2Cooperative evolution of deep neural network structuresCOGNIZANT TECH SOLUTIONS U S CORPORATION·Filed 2017·Granted Feb 15, 2022·3 cites·20 claims
- 2275US11403532B2Method and system for finding a solution to a provided problem by selecting a winner in evolutionary optimization of a genetic algorithmCOGNIZANT TECH SOLUTIONS U S CORPORATION·Filed 2018·Granted Aug 2, 2022·1 cites·21 claims
- 2374US12292944B2Loss function optimization using Taylor series expansionCOGNIZANT TECH SOLUTIONS U S CORPORATION·Filed 2020·Granted May 6, 2025·1 cites·9 claims
- 2474US12050978B2Webinterface generation and testing using artificial neural networksEVOLV TECH SOLUTIONS INC·Filed 2021·Granted Jul 30, 2024·0 cites·19 claims
- 2574US11250327B2Evolution of deep neural network structuresCOGNIZANT TECH SOLUTIONS U S CORPORATION·Filed 2017·Granted Feb 15, 2022·2 cites·27 claims
- 2674US11030529B2Evolution of architectures for multitask neural networksCOGNIZANT TECH SOLUTIONS U S CORPORATION·Filed 2018·Granted Jun 8, 2021·2 cites·10 claims
- 2772US11803730B2Webinterface presentation using artificial neural networksEVOLV TECH SOLUTIONS INC·Filed 2020·Granted Oct 31, 2023·0 cites·20 claims
- 2870US2023351162A1Quantifying the Predictive Uncertainty of Neural Networks Via Residual Estimation With I/O KernelCOGNIZANT TECH SOLUTIONS U S CORPORATION·Filed 2023·Application pending·0 cites
- 2969US10963506B2Data object creation and recommendation using machine learning based offline evolutionEVOLV TECH SOLUTIONS INC·Filed 2017·Granted Mar 30, 2021·2 cites·24 claims
- 3062US7613569B2Crash prediction network with visual input for vehicleTOYOTA ENG & MFG NORTH AMERICA·Filed 2006·Granted Nov 3, 2009·6 cites·20 claims
- 3161US11681901B2Quantifying the predictive uncertainty of neural networks via residual estimation with I/O kernelCOGNIZANT TECH SOLUTIONS U S CORPORATION·Filed 2020·Granted Jun 20, 2023·0 cites·5 claims
- 3260US12282845B2Multiobjective coevolution of deep neural network architecturesCOGNIZANT TECH SOLUTIONS U S CORPORATION·Filed 2019·Granted Apr 22, 2025·0 cites·3 claims
- 3359US2024354651A1System and method for adding explainability to deep learning models using rule-set evolutionCOGNIZANT TECH SOLUTIONS US CORP·Filed 2024·Application pending·0 cites
- 3458US11574202B1Data mining technique with distributed novelty searchCOGNIZANT TECH SOLUTIONS U S CORPORATION·Filed 2019·Granted Feb 7, 2023·0 cites·14 claims
- 3557US7565231B2Crash prediction network with graded warning for vehicleUNIV TEXAS·Filed 2006·Granted Jul 21, 2009·3 cites·17 claims
- 3657US2024311441A1Domain-independent lifelong problem solving through distributed alife actorsCOGNIZANT TECH SOLUTIONS U S CORPORATION·Filed 2024·Application pending·0 cites
- 3756US2025131285A1System and method for optimized evolutionary neural architecture searchCOGNIZANT TECH SOLUTIONS US CORP·Filed 2023·Application pending·0 cites
- 3855US12099934B2Framework for interactive exploration, evaluation, and improvement of AI-generated solutionsCOGNIZANT TECH SOLUTIONS U S CORPORATION·Filed 2021·Granted Sep 24, 2024·0 cites·26 claims
- 3955US11669716B2System and method for implementing modular universal reparameterization for deep multi-task learning across diverse domainsCOGNIZANT TECH SOLUTIONS U S CORPORATION·Filed 2020·Granted Jun 6, 2023·0 cites·14 claims
- 4055US11574201B2Enhancing evolutionary optimization in uncertain environments by allocating evaluations via multi-armed bandit algorithmsCOGNIZANT TECH SOLUTIONS U S CORPORATION·Filed 2019·Granted Feb 7, 2023·0 cites·7 claims
- 4155US2022188635A1System and Method For Detecting Misclassification Errors in Neural Networks ClassifiersCOGNIZANT TECH SOLUTIONS U S CORPORATION·Filed 2021·Application pending·0 cites
- 4254US2006112050A1Systems and methods for adaptive medical decision supportCATALIS INC·Filed 2005·Application pending·0 cites
- 4353US2022207362A1System and Method For Multi-Task Learning Through Spatial Variable EmbeddingsCOGNIZANT TECH SOLUTIONS U S CORPORATION·Filed 2021·Application pending·0 cites
- 4452US12406188B1System and method for evolved data augmentation and selectionCOGNIZANT TECH SOLUTIONS U S CORPORATION·Filed 2021·Granted Sep 2, 2025·0 cites·12 claims
- 4552US2023051955A1System and Method For Regularized Evolutionary Population-Based TrainingCOGNIZANT TECH SOLUTIONS U S CORPORATION·Filed 2021·Application pending·0 cites
- 4652US2024005174A1System and method for optimized generation evaluation, selection of solutions using improved distributed evolutionary computingCOGNIZANT TECH SOLUTIONS US CORP·Filed 2022·Application pending·0 cites
- 4751US2023342625A1System and method for augmenting population of solutionsCOGNIZANT TECH SOLUTIONS US CORP·Filed 2022·Application pending·0 cites
- 4850US2022109654A1Method and System For Sharing Meta-Learning Method(s) Among Multiple Private Data SetsCOGNIZANT TECH SOLUTIONS U S CORPORATION·Filed 2020·Application pending·0 cites
- 4947US2025200352A1Method and system for optimizing activation functions in neural networksCOGNIZANT TECH SOLUTIONS US CORP·Filed 2023·Application pending·0 cites
- 5045US11507844B2Asynchronous evaluation strategy for evolution of deep neural networksCOGNIZANT TECH SOLUTIONS U S CORPORATION·Filed 2018·Granted Nov 22, 2022·0 cites·31 claims
Showing the top 50 of 54 patent records by PatentIndex Score.
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Identity basis: PatentsView inventor disambiguation (2025Q4-odp release). How scoring works →