| 2024 | IJCNN | On Design Choices in Similarity-Preserving Sparse Randomized Embeddings. | Denis Kleyko, Dmitri A. Rachkovskij |
| 2022 | IJCNN | Recursive Binding for Similarity-Preserving Hypervector Representations of Sequences. | Dmitri A. Rachkovskij, Denis Kleyko |
| 2022 | IJCNN | Few-shot Federated Learning in Randomized Neural Networks via Hyperdimensional Computing. | Antonello Rosato, Massimo Panella, Evgeny Osipov, Denis Kleyko |
| 2021 | IJCNN | HyperEmbed: Tradeoffs Between Resources and Performance in NLP Tasks with Hyperdimensional Computing Enabled Embedding of n-gram Statistics. | Pedro Alonso, Kumar Shridhar, Denis Kleyko, Evgeny Osipov, Marcus Liwicki |
| 2021 | IJCNN | Generalized Learning Vector Quantization for Classification in Randomized Neural Networks and Hyperdimensional Computing. | Cameron Diao, Denis Kleyko, Jan M. Rabaey, Bruno A. Olshausen |
| 2021 | IJCNN | Hyperdimensional Computing for Efficient Distributed Classification with Randomized Neural Networks. | Antonello Rosato, Massimo Panella, Denis Kleyko |
| 2021 | IWANN | On Effects of Compression with Hyperdimensional Computing in Distributed Randomized Neural Networks. | Antonello Rosato, Massimo Panella, Evgeny Osipov, Denis Kleyko |
| 2020 | EMNLP | End to End Binarized Neural Networks for Text Classification. | Kumar Shridhar, Harshil Jain, Akshat Agarwal, Denis Kleyko |
| 2019 | ICMLA | Low-Power Classification using FPGA - An Approach based on Cellular Automata, Neural Networks, and Hyperdimensional Computing. | Niklas Karvonen, Joakim Nilsson, Denis Kleyko, Lara Lorna Jimnez |
| 2019 | IJCNN | Integer Self-Organizing Maps for Digital Hardware. | Denis Kleyko, Evgeny Osipov, Daswin De Silva, Urban Wiklund, Damminda Alahakoon |
| 2017 | EWSN | Poster: Approximate Sensing with Vector Symbolic Architectures: The case of fault isolation in distributed automation systems. | Evgeny Osipov, Denis Kleyko, Nikolaos Papakonstantinou |
| 2017 | IECON | Associative synthesis of finite state automata model of a controlled object with hyperdimensional computing. | Evgeny Osipov, Denis Kleyko, Alexander I. Legalov |
| 2015 | INDIN | Fault detection in the hyperspace: Towards intelligent automation systems. | Denis Kleyko, Evgeny Osipov, Nikolaos Papakonstantinou, Valeriy Vyatkin, Arash Mousavi |
| 2014 | ETFA | On methodology of implementing distributed function block applications using TinyOS WSN nodes. | Denis Kleyko, Evgeny Osipov, Sandeep Patil, Valeriy Vyatkin, Zhibo Pang |