Publications

This is our catalog of recent publications authored by IBM researchers, in collaboration with the global research community. We’re currently adding our back catalog of more than 110,000 publications. It’s an ever-growing body of work that shows why IBM is one of the most important contributors to modern computing.

Featured collections

Popular topics

Year

8 results for Michael Hersche

A neuro-vector-symbolic architecture for solving Raven’s progressive matrices
- - Michael Hersche
  - Mustafa Zeqiri
  - et al.
- 2023
- Nature Machine Intelligence
In-memory factorization of holographic perceptual representations
- - Jovin Langenegger
  - Geethan Karunaratne
  - et al.
- 2023
- Nature Nanotechnology
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
Decoding Superpositions of Bound Symbols Represented by Distributed Representations
- - Michael Hersche
  - Zuzanna Opala
  - et al.
- 2023
- NeSy 2023
VSA-based Positional Encoding Can Replace Recurrent Networks in Emergent Symbol Binding
- - Francesco S. Carzaniga
  - Michael Hersche
  - et al.
- 2023
- NeSy 2023
Near-channel classifier: symbiotic communication and classification in high-dimensional space
- - Michael Hersche
  - Stefan Lippuner
  - et al.
- 2021
- Brain Informatics
Energy Efficient In-Memory Hyperdimensional Encoding for Spatio-Temporal Signal Processing
- - Geethan Karunaratne
  - Manuel Le Gallo
  - et al.
- 2021
- IEEE TCAS-II