| 2025 | AAAI | On the Expressiveness and Length Generalization of Selective State Space Models on Regular Languages. | Aleksandar Terzic, Michael Hersche, Giacomo Camposampiero, Thomas Hofmann, Abu Sebastian, Abbas Rahimi |
| 2025 | ICLR | The Case for Cleaner Biosignals: High-fidelity Neural Compressor Enables Transfer from Cleaner iEEG to Noisier EEG. | Francesco S. Carzaniga, Gary Tom Hoppeler, Michael Hersche, Kaspar Schindler, Abbas Rahimi |
| 2025 | NeSy | Can Large Reasoning Models do Analogical Reasoning under Perceptual Uncertainty? | Giacomo Camposampiero, Michael Hersche, Roger Wattenhofer, Abu Sebastian, Abbas Rahimi |
| 2025 | NeSy | Practical Lessons on Vector-Symbolic Architectures in Deep Learning-Inspired Environments. | Francesco S. Carzaniga, Michael Hersche, Kaspar Schindler, Abbas Rahimi |
| 2024 | DATE | Zero-Shot Classification Using Hyperdimensional Computing. | Samuele Ruffino, Geethan Karunaratne, Michael Hersche, Luca Benini, Abu Sebastian, Abbas Rahimi |
| 2024 | DATE | 12 mJ Per Class On-Device Online Few-Shot Class-Incremental Learning. | Yoga Esa Wibowo, Cristian Cioflan, Thorir Mar Ingolfsson, Michael Hersche, Leo Zhao, Abbas Rahimi, Luca Benini |
| 2024 | NeSy | Towards Learning Abductive Reasoning Using VSA Distributed Representations. | Giacomo Camposampiero, Michael Hersche, Aleksandar Terzic, Roger Wattenhofer, Abu Sebastian, Abbas Rahimi |
| 2024 | NeSy | Terminating Differentiable Tree Experts. | Jonathan Thomm, Michael Hersche, Giacomo Camposampiero, Aleksandar Terzic, Bernhard Schlkopf, Abbas Rahimi |
| 2023 | NeSy | VSA-based Positional Encoding Can Replace Recurrent Networks in Emergent Symbol Binding. | Francesco S. Carzaniga, Michael Hersche, Kaspar Schindler, Abbas Rahimi |
| 2023 | NeSy | Decoding Superpositions of Bound Symbols Represented by Distributed Representations. | Michael Hersche, Zuzanna Opala, Geethan Karunaratne, Abu Sebastian, Abbas Rahimi |
| 2023 | NeSy | Solving Raven's Progressive Matrices via a Neuro-vector-symbolic Architecture. | Michael Hersche, Mustafa Zeqiri, Luca Benini, Abu Sebastian, Abbas Rahimi |
| 2022 | CVPR | Constrained Few-shot Class-incremental Learning. | Michael Hersche, Geethan Karunaratne, Giovanni Cherubini, Luca Benini, Abu Sebastian, Abbas Rahimi |
| 2021 | ISCAS | Mixed-Precision Quantization and Parallel Implementation of Multispectral Riemannian Classification for Brain-Machine Interfaces. | Xiaying Wang, Tibor Schneider, Michael Hersche, Lukas Cavigelli, Luca Benini |
| 2020 | DATE | Compressing Subject-specific Brain-Computer Interface Models into One Model by Superposition in Hyperdimensional Space. | Michael Hersche, Philipp Rupp, Luca Benini, Abbas Rahimi |
| 2020 | ISLPED | Integrating event-based dynamic vision sensors with sparse hyperdimensional computing: a low-power accelerator with online learning capability. | Michael Hersche, Edoardo Mello Rella, Alfio Di Mauro, Luca Benini, Abbas Rahimi |
| 2020 | SMC | EEG-TCNet: An Accurate Temporal Convolutional Network for Embedded Motor-Imagery Brain-Machine Interfaces. | Thorir Mar Ingolfsson, Michael Hersche, Xiaying Wang, Nobuaki Kobayashi, Lukas Cavigelli, Luca Benini |
| 2020 | SmartComp | Q-EEGNet: an Energy-Efficient 8-bit Quantized Parallel EEGNet Implementation for Edge Motor-Imagery Brain-Machine Interfaces. | Tibor Schneider, Xiaying Wang, Michael Hersche, Lukas Cavigelli, Luca Benini |