Works by Kleyko, Denis

Results: 8

Efficient optimization with higher-order ising machines.

Published in:

Nature Communications, 2023, v. 14, n. 1, p. 1, doi. 10.1038/s41467-023-41214-9

By:

Bybee, Connor;
Kleyko, Denis;
Nikonov, Dmitri E.;
Khosrowshahi, Amir;
Olshausen, Bruno A.;
Sommer, Friedrich T.

Publication type:

Article

Autoscaling Bloom filter: controlling trade-off between true and false positives.

Published in:

Neural Computing & Applications, 2020, v. 32, n. 8, p. 3675, doi. 10.1007/s00521-019-04397-1

By:

Kleyko, Denis;
Rahimi, Abbas;
Gayler, Ross W.;
Osipov, Evgeny

Publication type:

Article

Torchhd: An Open Source Python Library to Support Research on Hyperdimensional Computing and Vector Symbolic Architectures.

Published in:

Journal of Machine Learning Research, 2023, v. 24, p. 1

By:

Heddes, Mike;
Nunes, Igor;
Vergés, Pere;
Kleyko, Denis;
Abraham, Danny;
Givargis, Tony;
Nicolau, Alexandru;
Veidenbaum, Alexander

Publication type:

Article

The neurobench framework for benchmarking neuromorphic computing algorithms and systems.

Published in:

Nature Communications, 2025, v. 16, n. 1, p. 1, doi. 10.1038/s41467-025-56739-4

By:

Yik, Jason;
Van den Berghe, Korneel;
den Blanken, Douwe;
Bouhadjar, Younes;
Fabre, Maxime;
Hueber, Paul;
Ke, Weijie;
Khoei, Mina A.;
Kleyko, Denis;
Pacik-Nelson, Noah;
Pierro, Alessandro;
Stratmann, Philipp;
Sun, Pao-Sheng Vincent;
Tang, Guangzhi;
Wang, Shenqi;
Zhou, Biyan;
Ahmed, Soikat Hasan;
Vathakkattil Joseph, George;
Leto, Benedetto;
Micheli, Aurora

Publication type:

Article

Principled neuromorphic reservoir computing.

Published in:

Nature Communications, 2025, v. 16, n. 1, p. 1, doi. 10.1038/s41467-025-55832-y

By:

Kleyko, Denis;
Kymn, Christopher J.;
Thomas, Anthony;
Olshausen, Bruno A.;
Sommer, Friedrich T.;
Frady, E. Paxon

Publication type:

Article

On separating long- and short-term memories in hyperdimensional computing.

Published in:

Frontiers in Neuroscience, 2023, v. 16, p. 01, doi. 10.3389/fnins.2022.867568

By:

Teeters, Jeffrey L.;
Kleyko, Denis;
Kanerva, Pentti;
Olshausen, Bruno A.

Publication type:

Article

An Approach for Self-Adaptive Path Loss Modelling for Positioning in Underground Environments.

Published in:

International Journal of Antennas & Propagation, 2016, p. 1, doi. 10.1155/2016/3424768

By:

Osipov, Evgeny;
Kleyko, Denis;
Shapin, Alexey

Publication type:

Article

Classification using hyperdimensional computing: a review with comparative analysis.

Published in:

Artificial Intelligence Review, 2025, v. 58, n. 6, p. 1, doi. 10.1007/s10462-025-11181-2

By:

Vergés, Pere;
Heddes, Mike;
Nunes, Igor;
Kleyko, Denis;
Givargis, Tony;
Nicolau, Alexandru

Publication type:

Article