MIMONets: Multiple-Input-Multiple-Output Neural Networks Exploiting Computation in Superposition
- Nicolas Menet
- Michael Hersche
- et al.
- 2023
- NeurIPS 2023
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11 results for Kumudu Geethan Karunaratne
Heterogeneous Embedded Neural Processing Units Utilizing PCM-based Analog In-Memory Computing
- Irem Boybat-Kara
- Thomas Boesch
- et al.
- 2024
- IEDM 2024
TCNCA: Temporal Convolution Network with Chunked Attention for Scalable Sequence Processing
- Aleksandar Terzic
- Michael Hersche
- et al.
- 2023
- NeurIPS 2023
On the role of noise in factorizers for disentangling distributed representations
- 2024
- NeurIPS 2024
Generalized Key-Value Memory to Flexibly Adjust Redundancy in Memory-Augmented Networks
- Denis Kleyko
- Kumudu Geethan Karunaratne
- et al.
- 2022
- IEEE TNNLS
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
- 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