Publications

This is our catalog of publications authored by IBM researchers, in collaboration with the global research community. It’s an ever-growing body of work that shows why IBM is one of the most important contributors to modern computing.

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10 results for Kumudu Geethan Karunaratne

MIMONets: Multiple-Input-Multiple-Output Neural Networks Exploiting Computation in Superposition
- - Nicolas Menet
  - Michael Hersche
  - et al.
- 2023
- NeurIPS 2023
TCNCA: Temporal Convolution Network with Chunked Attention for Scalable Sequence Processing
- - Aleksandar Terzic
  - Michael Hersche
  - et al.
- 2023
- NeurIPS 2023
Generalized Key-Value Memory to Flexibly Adjust Redundancy in Memory-Augmented Networks
- - Denis Kleyko
  - Kumudu Geethan Karunaratne
  - et al.
- 2022
- IEEE TNNLS
On the role of noise in factorizers for disentangling distributed representations
- - Kumudu Geethan Karunaratne
  - Michael Hersche
  - et al.
- 2024
- NeurIPS 2024
RETRO-LI: Small-Scale Retrieval Augmented Generation Supporting Noisy Similarity Searches and Domain Shift Generalization
- - Gentiana Rashiti
  - Kumudu Geethan Karunaratne
  - et al.
- 2024
- ECAI 2024
Decoding Superpositions of Bound Symbols Represented by Distributed Representations
- - Michael Hersche
  - Zuzanna Opala
  - et al.
- 2023
- NeSy 2023
Factorizers for Distributed Sparse Block Codes
- - Michael Hersche
  - Aleksandar Terzic
  - et al.
- 2024
- Neurosymbolic AI
Demonstration of 4-quadrant analog in-memory matrix multiplication in a single modulation
- - Manuel Le Gallo
  - Oscar Hrynkevych
  - et al.
- 2024
- npj Unconv. Comput.
Exploiting Computation in Superposition via Multiple-Input-Multiple-Output Neural Networks
- - Nicolas Menet
  - Michael Hersche
  - et al.
- 2024
- NeSy 2024
Zero-shot Classification using Hyperdimensional Computing
- - Samuele Ruffino
  - Kumudu Geethan Karunaratne
  - et al.
- 2024
- DATE 2024