Publications

28 results for Luca Benini

MI-BMInet: An Efficient Convolutional Neural Network for Motor Imagery Brain-Machine Interfaces With EEG Channel Selection
- - Xiaying Wang
  - Michael Hersche
  - et al.
- 2024
- IEEE Sensors Journal
End-to-End DNN Inference on a Massively Parallel Analog in Memory Computing Architecture
- - Nazareno Bruschi
  - Giuseppe Tagliavini
  - et al.
- 2023
- DATE 2023
In-memory factorization of holographic perceptual representations
- - Jovin Langenegger
  - Geethan Karunaratne
  - et al.
- 2023
- Nature Nanotechnology
A neuro-vector-symbolic architecture for solving Raven’s progressive matrices
- - Michael Hersche
  - Mustafa Zeqiri
  - et al.
- 2023
- Nature Machine Intelligence
In-memory Realization of In-situ Few-shot Continual Learning with a Dynamically Evolving Explicit Memory
- - G. Karunaratne
  - M. Hersche
  - et al.
- 2022
- ESSDERC/ESSCIRC 2022
Constrained Few-shot Class-incremental Learning
- - Michael Hersche
  - Geethan Karunaratne
  - et al.
- 2022
- CVPR 2022
A Heterogeneous In-Memory Computing Cluster for Flexible End-to-End Inference of Real-World Deep Neural Networks
- - Angelo Garofalo
  - Gianmarco Ottavi
  - et al.
- 2022
- IEEE JESTCS
A 5 μw Standard Cell Memory-Based Configurable Hyperdimensional Computing Accelerator for Always-on Smart Sensing
- - Manuel Eggimann
  - Abbas Rahimi
  - et al.
- 2021
- IEEE TCAS-I
Near-channel classifier: symbiotic communication and classification in high-dimensional space
- - Michael Hersche
  - Stefan Lippuner
  - et al.
- 2021
- Brain Informatics
Accelerating Inference of Convolutional Neural Networks Using In-memory Computing
- - Martino Dazzi
  - Abu Sebastian
  - et al.
- 2021
- Frontiers in Computational Neuroscience