Evgeny Osipov

Classification and Recall With Binary Hyperdimensional Computing: Tradeoffs in Choice of Density and Mapping Characteristics

Denis Kleyko, Abbas Rahimi, Dmitri A. Rachkovskij et al. · IEEE Transactions on Neural Networks and Learning Systems · 2018 · 111 citations

Engineering, Machine Learning, Computer Architecture +22

Machine learning to support social media empowered patients in cancer care and cancer treatment decisions

Daswin De Silva, Weranja Ranasinghe, Tharindu Bandaragoda et al. · PLoS ONE · 2018 · 94 citations · Full text

Holographic Graph Neuron: A Bioinspired Architecture for Pattern Processing

Denis Kleyko, Evgeny Osipov, Alexander Senior et al. · IEEE Transactions on Neural Networks and Learning Systems · 2016 · 71 citations · Full text

Vector Symbolic Architectures as a Computing Framework for Emerging Hardware

Denis Kleyko, Mike Davies, Edward Paxon Frady et al. · Proceedings of the IEEE · 2022 · 69 citations · Full text

Density Encoding Enables Resource-Efficient Randomly Connected Neural Networks

Denis Kleyko, Mansour Kheffache, E. Paxon Frady et al. · IEEE Transactions on Neural Networks and Learning Systems · 2020 · 48 citations · Full text