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Denis Kleyko
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Co-authorshipCo-authorshipCo-authorshipCo-authorshipCo-authorshipCo-authorshipCo-authorshipCo-authorshipCo-authorshipCo-authorshipCo-authorshipCo-authorshipCo-authorshipWorks onWorks onAuthorshipAuthorshipAuthorshipAuthorshipAuthorshipAuthorshipAuthorshipWorks onWorks onWorks onWorks onWorks onAuthorshipAuthorshipAuthorshipAuthorshipAuthorshipAuthorshipAuthorshipAuthorshipAuthorshipAuthorshipTopic signalTopic signalTopic signalTopic signalTopic signalTopic signalTopic signalTopic signalAuthorshipDenis KleykoADenis KleykoResearcherTIDE: Asymmetric Neural Circuits for Stabilized Temporal Inhibitory-Excitatory DynamicsWTIDE: Asymmetric Neural...preprint / 2026Contextual Bandits for Resource-Constrained Devices using Probabilistic LearningWContextual Bandits for ...preprint / 2026Alexander KyurosonAAlexander KyurosonResearcherMarcus LiwickiAMarcus LiwickiResearcherKevin JohanssonAKevin JohanssonResearcherAntonello RosatoAAntonello RosatoResearcherAmy LoutfiAAmy LoutfiResearcherMarco AngioliAMarco AngioliResearcherMachine LearningTMachine Learning49008 worksGeneralized Key-Value Memory to Flexibly Adjust Redundancy in Memory-Augmented NetworksWGeneralized Key-Value M...preprint / 2022Density Encoding Enables Resource-Efficient Randomly Connected Neural NetworksWDensity Encoding Enable...preprint / 2022Integer Factorization with Compositional Distributed RepresentationsWInteger Factorization w...preprint / 2022Integer Echo State Networks: Efficient Reservoir Computing for Digital HardwareWInteger Echo State Netw...preprint / 2020Cellular Automata Can Reduce Memory Requirements of Collective-State ComputingWCellular Automata Can R...preprint / 2020Commentaries on "Learning Sensorimotor Control with Neuromorphic Sensors: Toward Hyperdimensional Active Perception" [Science Robotics Vol. 4 Issue 30 (2019) 1-10WCommentaries on "Learni...preprint / 2020Recursive Binding for Similarity-Preserving Hypervector Representations of SequencesWRecursive Binding for S...preprint / 2022Computing with Hypervectors for Efficient Speaker IdentificationWComputing with Hypervec...preprint / 2022Generalized Learning Vector Quantization for Classification in Randomized Neural Networks and Hyperdimensional ComputingWGeneralized Learning Ve...preprint / 2021Variable Binding for Sparse Distributed Representations: Theory and ApplicationsWVariable Binding for Sp...preprint / 2020
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Denis Kleyko

Researcher