A comparison of vector symbolic architectures K Schlegel, P Neubert, P Protzel Artificial Intelligence Review 55 (6), 4523-4555, 2022 | 135 | 2022 |
Vector Semantic Representations as Descriptors for Visual Place Recognition. P Neubert, S Schubert, K Schlegel, P Protzel Robotics: Science and Systems, 1-11, 2021 | 36 | 2021 |
Multivariate Time Series Analysis for Driving Style Classification using Neural Networks and Hyperdimensional Computing K Schlegel, F Mirus, P Neubert, P Protzel Intelligent Vehicles Symposium (IV), 2021 | 31 | 2021 |
HDC-MiniROCKET: Explicit time encoding in time series classification with hyperdimensional computing K Schlegel, P Neubert, P Protzel 2022 International Joint Conference on Neural Networks (IJCNN), 1-8, 2022 | 24 | 2022 |
A blind-spot-aware optimization-based planner for safe robot navigation K Schlegel, P Weissig, P Protzel 2021 European Conference on Mobile Robots (ECMR), 1-8, 2021 | 9 | 2021 |
Building a navigation system for a shopping assistant robot from off-the-shelf components K Schlegel, P Neubert, P Protzel Annual Conference Towards Autonomous Robotic Systems, 103-115, 2020 | 4 | 2020 |
Lessons from a challenge on forecasting epileptic seizures from non-cerebral signals K Schlegel, D Kleyko, BH Brinkmann, ES Nurse, RW Gayler, P Neubert Nature Machine Intelligence 6 (2), 243-244, 2024 | 1 | 2024 |
Comparison of Data Efficiency in Dynamic Routing for Capsule Networks K Schlegel, P Neubert, P Protzel Intl. Conf. on Machine Learning (ICML) Workshop on Towards learning with …, 2018 | 1 | 2018 |
Learnable Weighted Superposition in HDC and its Application to Multi-channel Time Series Classification K Schlegel, DA Rachkovskij, E Osipov, P Protzel, P Neubert 2024 International Joint Conference on Neural Networks (IJCNN), 1-7, 2024 | | 2024 |
Experiences and Open Questions on using Vector Symbolic Architectures for Mobile Robotics P Neubert, K Schlegel, S Schubert, P Protzel | | |