iBet uBet web content aggregator. Adding the entire web to your favor.
iBet uBet web content aggregator. Adding the entire web to your favor.



Link to original content: https://dblp.org/pid/174/2075.bib
@inproceedings{DBLP:conf/date/RuffinoKHBSR24, author = {Samuele Ruffino and Geethan Karunaratne and Michael Hersche and Luca Benini and Abu Sebastian and Abbas Rahimi}, title = {Zero-Shot Classification Using Hyperdimensional Computing}, booktitle = {Design, Automation {\&} Test in Europe Conference {\&} Exhibition, {DATE} 2024, Valencia, Spain, March 25-27, 2024}, pages = {1--2}, publisher = {{IEEE}}, year = {2024}, url = {https://doi.org/10.23919/DATE58400.2024.10546605}, doi = {10.23919/DATE58400.2024.10546605}, timestamp = {Mon, 07 Oct 2024 17:01:09 +0200}, biburl = {https://dblp.org/rec/conf/date/RuffinoKHBSR24.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} } @inproceedings{DBLP:conf/ecai/RashitiKSSR24, author = {Gentiana Rashiti and Geethan Karunaratne and Mrinmaya Sachan and Abu Sebastian and Abbas Rahimi}, editor = {Ulle Endriss and Francisco S. Melo and Kerstin Bach and Alberto Jos{\'{e}} Bugar{\'{\i}}n Diz and Jose Maria Alonso{-}Moral and Sen{\'{e}}n Barro and Fredrik Heintz}, title = {{RETRO-LI:} Small-Scale Retrieval Augmented Generation Supporting Noisy Similarity Searches and Domain Shift Generalization}, booktitle = {{ECAI} 2024 - 27th European Conference on Artificial Intelligence, 19-24 October 2024, Santiago de Compostela, Spain - Including 13th Conference on Prestigious Applications of Intelligent Systems {(PAIS} 2024)}, series = {Frontiers in Artificial Intelligence and Applications}, volume = {392}, pages = {2974--2982}, publisher = {{IOS} Press}, year = {2024}, url = {https://doi.org/10.3233/FAIA240837}, doi = {10.3233/FAIA240837}, timestamp = {Fri, 25 Oct 2024 12:13:46 +0200}, biburl = {https://dblp.org/rec/conf/ecai/RashitiKSSR24.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} } @article{DBLP:journals/corr/abs-2401-16876, author = {Samuele Ruffino and Geethan Karunaratne and Michael Hersche and Luca Benini and Abu Sebastian and Abbas Rahimi}, title = {Zero-shot Classification using Hyperdimensional Computing}, journal = {CoRR}, volume = {abs/2401.16876}, year = {2024}, url = {https://doi.org/10.48550/arXiv.2401.16876}, doi = {10.48550/ARXIV.2401.16876}, eprinttype = {arXiv}, eprint = {2401.16876}, timestamp = {Tue, 06 Feb 2024 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/corr/abs-2401-16876.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} } @article{DBLP:journals/corr/abs-2402-05785, author = {Jonathan Thomm and Aleksandar Terzic and Geethan Karunaratne and Giacomo Camposampiero and Bernhard Sch{\"{o}}lkopf and Abbas Rahimi}, title = {Limits of Transformer Language Models on Learning Algorithmic Compositions}, journal = {CoRR}, volume = {abs/2402.05785}, year = {2024}, url = {https://doi.org/10.48550/arXiv.2402.05785}, doi = {10.48550/ARXIV.2402.05785}, eprinttype = {arXiv}, eprint = {2402.05785}, timestamp = {Tue, 07 May 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2402-05785.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} } @article{DBLP:journals/corr/abs-2410-00004, author = {Gentiana Rashiti and Geethan Karunaratne and Mrinmaya Sachan and Abu Sebastian and Abbas Rahimi}, title = {Retro-li: Small-Scale Retrieval Augmented Generation Supporting Noisy Similarity Searches and Domain Shift Generalization}, journal = {CoRR}, volume = {abs/2410.00004}, year = {2024}, url = {https://doi.org/10.48550/arXiv.2410.00004}, doi = {10.48550/ARXIV.2410.00004}, eprinttype = {arXiv}, eprint = {2410.00004}, timestamp = {Tue, 05 Nov 2024 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/corr/abs-2410-00004.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} } @phdthesis{DBLP:phd/basesearch/Karunaratne23, author = {Geethan Karunaratne}, title = {In-memory Vector Symbolic Architectures}, school = {{ETH} Zurich, Z{\"{u}}rich, Switzerland}, year = {2023}, url = {https://hdl.handle.net/20.500.11850/625319}, doi = {10.3929/ETHZ-B-000625319}, timestamp = {Wed, 20 Sep 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/phd/basesearch/Karunaratne23.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} } @article{DBLP:journals/esticas/GuiradoRKASA23, author = {Robert Guirado and Abbas Rahimi and Geethan Karunaratne and Eduard Alarc{\'{o}}n and Abu Sebastian and Sergi Abadal}, title = {{WHYPE:} {A} Scale-Out Architecture With Wireless Over-the-Air Majority for Scalable In-Memory Hyperdimensional Computing}, journal = {{IEEE} J. Emerg. Sel. Topics Circuits Syst.}, volume = {13}, number = {1}, pages = {137--149}, year = {2023}, url = {https://doi.org/10.1109/JETCAS.2023.3243064}, doi = {10.1109/JETCAS.2023.3243064}, timestamp = {Sun, 16 Apr 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/esticas/GuiradoRKASA23.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} } @article{DBLP:journals/tnn/KleykoKRSR23, author = {Denis Kleyko and Geethan Karunaratne and Jan M. Rabaey and Abu Sebastian and Abbas Rahimi}, title = {Generalized Key-Value Memory to Flexibly Adjust Redundancy in Memory-Augmented Networks}, journal = {{IEEE} Trans. Neural Networks Learn. Syst.}, volume = {34}, number = {12}, pages = {10993--10998}, year = {2023}, url = {https://doi.org/10.1109/TNNLS.2022.3159445}, doi = {10.1109/TNNLS.2022.3159445}, timestamp = {Sun, 31 Dec 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/tnn/KleykoKRSR23.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} } @article{DBLP:journals/wc/AbadalGTJSBSNWWLKZLARCDKBS23, author = {Sergi Abadal and Robert Guirado and Hamidreza Taghvaee and Akshay Jain and Elana Pereira de Santana and Peter Haring Bol{\'{\i}}var and Mohamed Saeed and Renato Negra and Zhenxing Wang and Kun{-}Ta Wang and Max Christian Lemme and Joshua Klein and Marina Zapater and Alexandre Levisse and David Atienza and Davide Rossi and Francesco Conti and Martino Dazzi and Geethan Karunaratne and Irem Boybat and Abu Sebastian}, title = {Graphene-Based Wireless Agile Interconnects for Massive Heterogeneous Multi-Chip Processors}, journal = {{IEEE} Wirel. Commun.}, volume = {30}, number = {4}, pages = {162--169}, year = {2023}, url = {https://doi.org/10.1109/MWC.010.2100561}, doi = {10.1109/MWC.010.2100561}, timestamp = {Mon, 17 Jun 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/wc/AbadalGTJSBSNWWLKZLARCDKBS23.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} } @inproceedings{DBLP:conf/nesy/HerscheOKSR23, author = {Michael Hersche and Zuzanna Opala and Geethan Karunaratne and Abu Sebastian and Abbas Rahimi}, editor = {Artur S. d'Avila Garcez and Tarek R. Besold and Marco Gori and Ernesto Jim{\'{e}}nez{-}Ruiz}, title = {Decoding Superpositions of Bound Symbols Represented by Distributed Representations}, booktitle = {Proceedings of the 17th International Workshop on Neural-Symbolic Learning and Reasoning, La Certosa di Pontignano, Siena, Italy, July 3-5, 2023}, series = {{CEUR} Workshop Proceedings}, volume = {3432}, pages = {279--288}, publisher = {CEUR-WS.org}, year = {2023}, url = {https://ceur-ws.org/Vol-3432/paper25.pdf}, timestamp = {Tue, 11 Jul 2023 17:14:10 +0200}, biburl = {https://dblp.org/rec/conf/nesy/HerscheOKSR23.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} } @inproceedings{DBLP:conf/nips/MenetHKBSR23, author = {Nicolas Menet and Michael Hersche and Geethan Karunaratne and Luca Benini and Abu Sebastian and Abbas Rahimi}, editor = {Alice Oh and Tristan Naumann and Amir Globerson and Kate Saenko and Moritz Hardt and Sergey Levine}, title = {MIMONets: Multiple-Input-Multiple-Output Neural Networks Exploiting Computation in Superposition}, booktitle = {Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, NeurIPS 2023, New Orleans, LA, USA, December 10 - 16, 2023}, year = {2023}, url = {http://papers.nips.cc/paper\_files/paper/2023/hash/7c7a12559be4501f70d221352514397c-Abstract-Conference.html}, timestamp = {Fri, 01 Mar 2024 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/nips/MenetHKBSR23.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} } @incollection{DBLP:series/faia/KarunaratneHCSR23, author = {Geethan Karunaratne and Michael Hersche and Giovanni Cherubini and Abu Sebastian and Abbas Rahimi}, editor = {Pascal Hitzler and Md. Kamruzzaman Sarker and Aaron Eberhart}, title = {Few-Shot Continual Learning Based on Vector Symbolic Architectures}, booktitle = {Compendium of Neurosymbolic Artificial Intelligence}, series = {Frontiers in Artificial Intelligence and Applications}, volume = {369}, pages = {522--546}, publisher = {{IOS} Press}, year = {2023}, url = {https://doi.org/10.3233/FAIA230156}, doi = {10.3233/FAIA230156}, timestamp = {Tue, 07 May 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/series/faia/KarunaratneHCSR23.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} } @misc{DBLP:data/10/LangeneggerKHBSR23, author = {Jovin Langenegger and Geethan Karunaratne and Michael Hersche and Luca Benini and Abu Sebastian and Abbas Rahimi}, title = {Raw data related to In-memory factorization of holographic perceptual representations (Version 1)}, publisher = {Zenodo}, year = {2023}, month = feb, howpublished = {\url{https://doi.org/10.5281/zenodo.7599430}}, note = {Accessed on YYYY-MM-DD.}, url = {https://doi.org/10.5281/zenodo.7599430}, doi = {10.5281/ZENODO.7599430}, timestamp = {Tue, 18 Jun 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/data/10/LangeneggerKHBSR23.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} } @article{DBLP:journals/corr/abs-2303-08067, author = {Robert Guirado and Abbas Rahimi and Geethan Karunaratne and Eduard Alarc{\'{o}}n and Abu Sebastian and Sergi Abadal}, title = {{WHYPE:} {A} Scale-Out Architecture with Wireless Over-the-Air Majority for Scalable In-memory Hyperdimensional Computing}, journal = {CoRR}, volume = {abs/2303.08067}, year = {2023}, url = {https://doi.org/10.48550/arXiv.2303.08067}, doi = {10.48550/ARXIV.2303.08067}, eprinttype = {arXiv}, eprint = {2303.08067}, timestamp = {Tue, 07 May 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2303-08067.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} } @article{DBLP:journals/corr/abs-2303-13957, author = {Michael Hersche and Aleksandar Terzic and Geethan Karunaratne and Jovin Langenegger and Ang{\'{e}}line Pouget and Giovanni Cherubini and Luca Benini and Abu Sebastian and Abbas Rahimi}, title = {Factorizers for Distributed Sparse Block Codes}, journal = {CoRR}, volume = {abs/2303.13957}, year = {2023}, url = {https://doi.org/10.48550/arXiv.2303.13957}, doi = {10.48550/ARXIV.2303.13957}, eprinttype = {arXiv}, eprint = {2303.13957}, timestamp = {Tue, 07 May 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2303-13957.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} } @article{DBLP:journals/corr/abs-2312-02829, author = {Nicolas Menet and Michael Hersche and Geethan Karunaratne and Luca Benini and Abu Sebastian and Abbas Rahimi}, title = {MIMONets: Multiple-Input-Multiple-Output Neural Networks Exploiting Computation in Superposition}, journal = {CoRR}, volume = {abs/2312.02829}, year = {2023}, url = {https://doi.org/10.48550/arXiv.2312.02829}, doi = {10.48550/ARXIV.2312.02829}, eprinttype = {arXiv}, eprint = {2312.02829}, timestamp = {Thu, 28 Dec 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/corr/abs-2312-02829.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} } @article{DBLP:journals/corr/abs-2312-05605, author = {Aleksandar Terzic and Michael Hersche and Geethan Karunaratne and Luca Benini and Abu Sebastian and Abbas Rahimi}, title = {{TCNCA:} Temporal Convolution Network with Chunked Attention for Scalable Sequence Processing}, journal = {CoRR}, volume = {abs/2312.05605}, year = {2023}, url = {https://doi.org/10.48550/arXiv.2312.05605}, doi = {10.48550/ARXIV.2312.05605}, eprinttype = {arXiv}, eprint = {2312.05605}, timestamp = {Wed, 03 Jan 2024 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/corr/abs-2312-05605.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} } @article{DBLP:journals/esticas/GarofaloOCKBBR22, author = {Angelo Garofalo and Gianmarco Ottavi and Francesco Conti and Geethan Karunaratne and Irem Boybat and Luca Benini and Davide Rossi}, title = {A Heterogeneous In-Memory Computing Cluster for Flexible End-to-End Inference of Real-World Deep Neural Networks}, journal = {{IEEE} J. Emerg. Sel. Topics Circuits Syst.}, volume = {12}, number = {2}, pages = {422--435}, year = {2022}, url = {https://doi.org/10.1109/JETCAS.2022.3170152}, doi = {10.1109/JETCAS.2022.3170152}, timestamp = {Tue, 28 Jun 2022 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/esticas/GarofaloOCKBBR22.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} } @article{DBLP:journals/jssc/Khaddam-Aljameh22, author = {Riduan Khaddam{-}Aljameh and Milos Stanisavljevic and Jordi Fornt Mas and Geethan Karunaratne and Matthias Br{\"{a}}ndli and Feng Liu and Abhairaj Singh and Silvia M. M{\"{u}}ller and Urs Egger and Anastasios Petropoulos and Theodore Antonakopoulos and Kevin Brew and Samuel Choi and Injo Ok and Fee Li Lie and Nicole Saulnier and Victor Chan and Ishtiaq Ahsan and Vijay Narayanan and S. R. Nandakumar and Manuel Le Gallo and Pier Andrea Francese and Abu Sebastian and Evangelos Eleftheriou}, title = {HERMES-Core - {A} 1.59-TOPS/mm\({}^{\mbox{2}}\) {PCM} on 14-nm {CMOS} In-Memory Compute Core Using 300-ps/LSB Linearized CCO-Based ADCs}, journal = {{IEEE} J. Solid State Circuits}, volume = {57}, number = {4}, pages = {1027--1038}, year = {2022}, url = {https://doi.org/10.1109/JSSC.2022.3140414}, doi = {10.1109/JSSC.2022.3140414}, timestamp = {Sat, 30 Sep 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/jssc/Khaddam-Aljameh22.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} } @inproceedings{DBLP:conf/aicas/BruschiTCACAKBB22, author = {Nazareno Bruschi and Giuseppe Tagliavini and Francesco Conti and Sergi Abadal and Albert Cabellos{-}Aparicio and Eduard Alarc{\'{o}}n and Geethan Karunaratne and Irem Boybat and Luca Benini and Davide Rossi}, title = {Scale up your In-Memory Accelerator: Leveraging Wireless-on-Chip Communication for AIMC-based {CNN} Inference}, booktitle = {4th {IEEE} International Conference on Artificial Intelligence Circuits and Systems, {AICAS} 2022, Incheon, Republic of Korea, June 13-15, 2022}, pages = {170--173}, publisher = {{IEEE}}, year = {2022}, url = {https://doi.org/10.1109/AICAS54282.2022.9869996}, doi = {10.1109/AICAS54282.2022.9869996}, timestamp = {Fri, 16 Sep 2022 20:28:36 +0200}, biburl = {https://dblp.org/rec/conf/aicas/BruschiTCACAKBB22.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} } @inproceedings{DBLP:conf/cvpr/HerscheKCBSR22, author = {Michael Hersche and Geethan Karunaratne and Giovanni Cherubini and Luca Benini and Abu Sebastian and Abbas Rahimi}, title = {Constrained Few-shot Class-incremental Learning}, booktitle = {{IEEE/CVF} Conference on Computer Vision and Pattern Recognition, {CVPR} 2022, New Orleans, LA, USA, June 18-24, 2022}, pages = {9047--9057}, publisher = {{IEEE}}, year = {2022}, url = {https://doi.org/10.1109/CVPR52688.2022.00885}, doi = {10.1109/CVPR52688.2022.00885}, timestamp = {Tue, 21 Mar 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/cvpr/HerscheKCBSR22.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} } @inproceedings{DBLP:conf/esscirc/KarunaratneHLCG22, author = {Geethan Karunaratne and Michael Hersche and Jovin Langenegger and Giovanni Cherubini and Manuel Le Gallo and Urs Egger and Kevin Brew and Samuel Choi and Injo Ok and Mary Claire Silvestre and Ning Li and Nicole Saulnier and Victor Chan and Ishtiaq Ahsan and Vijay Narayanan and Luca Benini and Abu Sebastian and Abbas Rahimi}, title = {In-memory Realization of In-situ Few-shot Continual Learning with a Dynamically Evolving Explicit Memory}, booktitle = {48th {IEEE} European Solid State Circuits Conference, {ESSCIRC} 2022, Milan, Italy, September 19-22, 2022}, pages = {105--108}, publisher = {{IEEE}}, year = {2022}, url = {https://doi.org/10.1109/ESSCIRC55480.2022.9911329}, doi = {10.1109/ESSCIRC55480.2022.9911329}, timestamp = {Sat, 30 Sep 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/esscirc/KarunaratneHLCG22.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} } @inproceedings{DBLP:conf/ijcnn/GuiradoRKASA22, author = {Robert Guirado and Abbas Rahimi and Geethan Karunaratne and Eduard Alarc{\'{o}}n and Abu Sebastian and Sergi Abadal}, title = {Wireless On-Chip Communications for Scalable In-memory Hyperdimensional Computing}, booktitle = {International Joint Conference on Neural Networks, {IJCNN} 2022, Padua, Italy, July 18-23, 2022}, pages = {1--8}, publisher = {{IEEE}}, year = {2022}, url = {https://doi.org/10.1109/IJCNN55064.2022.9892243}, doi = {10.1109/IJCNN55064.2022.9892243}, timestamp = {Tue, 21 Mar 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/ijcnn/GuiradoRKASA22.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} } @article{DBLP:journals/corr/abs-2201-01089, author = {Angelo Garofalo and Gianmarco Ottavi and Francesco Conti and Geethan Karunaratne and Irem Boybat and Luca Benini and Davide Rossi}, title = {A Heterogeneous In-Memory Computing Cluster For Flexible End-to-End Inference of Real-World Deep Neural Networks}, journal = {CoRR}, volume = {abs/2201.01089}, year = {2022}, url = {https://arxiv.org/abs/2201.01089}, eprinttype = {arXiv}, eprint = {2201.01089}, timestamp = {Mon, 10 Jan 2022 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/corr/abs-2201-01089.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} } @article{DBLP:journals/corr/abs-2203-06223, author = {Denis Kleyko and Geethan Karunaratne and Jan M. Rabaey and Abu Sebastian and Abbas Rahimi}, title = {Generalized Key-Value Memory to Flexibly Adjust Redundancy in Memory-Augmented Networks}, journal = {CoRR}, volume = {abs/2203.06223}, year = {2022}, url = {https://doi.org/10.48550/arXiv.2203.06223}, doi = {10.48550/ARXIV.2203.06223}, eprinttype = {arXiv}, eprint = {2203.06223}, timestamp = {Tue, 07 May 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2203-06223.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} } @article{DBLP:journals/corr/abs-2203-16588, author = {Michael Hersche and Geethan Karunaratne and Giovanni Cherubini and Luca Benini and Abu Sebastian and Abbas Rahimi}, title = {Constrained Few-shot Class-incremental Learning}, journal = {CoRR}, volume = {abs/2203.16588}, year = {2022}, url = {https://doi.org/10.48550/arXiv.2203.16588}, doi = {10.48550/ARXIV.2203.16588}, eprinttype = {arXiv}, eprint = {2203.16588}, timestamp = {Tue, 07 May 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2203-16588.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} } @article{DBLP:journals/corr/abs-2205-10889, author = {Robert Guirado and Abbas Rahimi and Geethan Karunaratne and Eduard Alarc{\'{o}}n and Abu Sebastian and Sergi Abadal}, title = {Wireless On-Chip Communications for Scalable In-memory Hyperdimensional Computing}, journal = {CoRR}, volume = {abs/2205.10889}, year = {2022}, url = {https://doi.org/10.48550/arXiv.2205.10889}, doi = {10.48550/ARXIV.2205.10889}, eprinttype = {arXiv}, eprint = {2205.10889}, timestamp = {Tue, 07 May 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2205-10889.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} } @article{DBLP:journals/corr/abs-2206-04796, author = {Nazareno Bruschi and Giuseppe Tagliavini and Francesco Conti and Sergi Abadal and Albert Cabellos{-}Aparicio and Eduard Alarc{\'{o}}n and Geethan Karunaratne and Irem Boybat and Luca Benini and Davide Rossi}, title = {Scale up your In-Memory Accelerator: Leveraging Wireless-on-Chip Communication for AIMC-based {CNN} Inference}, journal = {CoRR}, volume = {abs/2206.04796}, year = {2022}, url = {https://doi.org/10.48550/arXiv.2206.04796}, doi = {10.48550/ARXIV.2206.04796}, eprinttype = {arXiv}, eprint = {2206.04796}, timestamp = {Mon, 20 Jun 2022 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2206-04796.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} } @article{DBLP:journals/corr/abs-2207-06810, author = {Geethan Karunaratne and Michael Hersche and Jovin Langenegger and Giovanni Cherubini and Manuel Le Gallo and Urs Egger and Kevin Brew and Samuel Choi and Injo Ok and Mary Claire Silvestre and Ning Li and Nicole Saulnier and Victor Chan and Ishtiaq Ahsan and Vijay Narayanan and Luca Benini and Abu Sebastian and Abbas Rahimi}, title = {In-memory Realization of In-situ Few-shot Continual Learning with a Dynamically Evolving Explicit Memory}, journal = {CoRR}, volume = {abs/2207.06810}, year = {2022}, url = {https://doi.org/10.48550/arXiv.2207.06810}, doi = {10.48550/ARXIV.2207.06810}, eprinttype = {arXiv}, eprint = {2207.06810}, timestamp = {Tue, 07 May 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2207-06810.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} } @article{DBLP:journals/corr/abs-2211-05052, author = {Jovin Langenegger and Geethan Karunaratne and Michael Hersche and Luca Benini and Abu Sebastian and Abbas Rahimi}, title = {In-memory factorization of holographic perceptual representations}, journal = {CoRR}, volume = {abs/2211.05052}, year = {2022}, url = {https://doi.org/10.48550/arXiv.2211.05052}, doi = {10.48550/ARXIV.2211.05052}, eprinttype = {arXiv}, eprint = {2211.05052}, timestamp = {Tue, 07 May 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2211-05052.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} } @article{DBLP:journals/corr/abs-2212-02872, author = {Manuel Le Gallo and Riduan Khaddam{-}Aljameh and Milos Stanisavljevic and Athanasios Vasilopoulos and Benedikt Kersting and Martino Dazzi and Geethan Karunaratne and Matthias Braendli and Abhairaj Singh and Silvia M. Mueller and Julian B{\"{u}}chel and Xavier Timoneda Comas and Vinay Joshi and Urs Egger and Angelo Garofalo and Anastasios Petropoulos and Theodore Antonakopoulos and Kevin Brew and Samuel Choi and Injo Ok and Timothy Philip and Victor Chan and Mary Claire Silvestre and Ishtiaq Ahsan and Nicole Saulnier and Vijay Narayanan and Pier Andrea Francese and Evangelos Eleftheriou and Abu Sebastian}, title = {A 64-core mixed-signal in-memory compute chip based on phase-change memory for deep neural network inference}, journal = {CoRR}, volume = {abs/2212.02872}, year = {2022}, url = {https://doi.org/10.48550/arXiv.2212.02872}, doi = {10.48550/ARXIV.2212.02872}, eprinttype = {arXiv}, eprint = {2212.02872}, timestamp = {Sat, 30 Sep 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2212-02872.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} } @article{DBLP:journals/tcasII/KarunaratneGHCB21, author = {Geethan Karunaratne and Manuel Le Gallo and Michael Hersche and Giovanni Cherubini and Luca Benini and Abu Sebastian and Abbas Rahimi}, title = {Energy Efficient In-Memory Hyperdimensional Encoding for Spatio-Temporal Signal Processing}, journal = {{IEEE} Trans. Circuits Syst. {II} Express Briefs}, volume = {68}, number = {5}, pages = {1725--1729}, year = {2021}, url = {https://doi.org/10.1109/TCSII.2021.3068126}, doi = {10.1109/TCSII.2021.3068126}, timestamp = {Sun, 16 May 2021 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/tcasII/KarunaratneGHCB21.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} } @inproceedings{DBLP:conf/aicas/KarunaratneRGCS21, author = {Geethan Karunaratne and Abbas Rahimi and Manuel Le Gallo and Giovanni Cherubini and Abu Sebastian}, title = {Real-time Language Recognition using Hyperdimensional Computing on Phase-change Memory Array}, booktitle = {3rd {IEEE} International Conference on Artificial Intelligence Circuits and Systems, {AICAS} 2021, Washington, DC, USA, June 6-9, 2021}, pages = {1}, publisher = {{IEEE}}, year = {2021}, url = {https://doi.org/10.1109/AICAS51828.2021.9458470}, doi = {10.1109/AICAS51828.2021.9458470}, timestamp = {Tue, 21 Mar 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/aicas/KarunaratneRGCS21.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} } @inproceedings{DBLP:conf/aicas/OttaviK0BBR21, author = {Gianmarco Ottavi and Geethan Karunaratne and Francesco Conti and Irem Boybat and Luca Benini and Davide Rossi}, title = {End-to-end 100-TOPS/W Inference With Analog In-Memory Computing: Are We There Yet?}, booktitle = {3rd {IEEE} International Conference on Artificial Intelligence Circuits and Systems, {AICAS} 2021, Washington, DC, USA, June 6-9, 2021}, pages = {1--4}, publisher = {{IEEE}}, year = {2021}, url = {https://doi.org/10.1109/AICAS51828.2021.9458409}, doi = {10.1109/AICAS51828.2021.9458409}, timestamp = {Fri, 25 Jun 2021 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/aicas/OttaviK0BBR21.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} } @inproceedings{DBLP:conf/cf/KleinLAAZDKBSR021, author = {Joshua Klein and Alexandre Levisse and Giovanni Ansaloni and David Atienza and Marina Zapater and Martino Dazzi and Geethan Karunaratne and Irem Boybat and Abu Sebastian and Davide Rossi and Francesco Conti and Elana Pereira de Santana and Peter Haring Bol{\'{\i}}var and Mohamed Saeed and Renato Negra and Zhenxing Wang and Kun{-}Ta Wang and Max Christian Lemme and Akshay Jain and Robert Guirado and Hamidreza Taghvaee and Sergi Abadal}, editor = {Maurizio Palesi and Antonino Tumeo and Georgios I. Goumas and Carmen G. Almud{\'{e}}ver}, title = {Architecting more than Moore: wireless plasticity for massive heterogeneous computer architectures (WiPLASH)}, booktitle = {{CF} '21: Computing Frontiers Conference, Virtual Event, Italy, May 11-13, 2021}, pages = {191--193}, publisher = {{ACM}}, year = {2021}, url = {https://doi.org/10.1145/3457388.3458859}, doi = {10.1145/3457388.3458859}, timestamp = {Mon, 17 Jun 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/cf/KleinLAAZDKBSR021.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} } @inproceedings{DBLP:conf/iscas/AndriKCB21, author = {Renzo Andri and Geethan Karunaratne and Lukas Cavigelli and Luca Benini}, title = {ChewBaccaNN: {A} Flexible 223 {TOPS/W} {BNN} Accelerator}, booktitle = {{IEEE} International Symposium on Circuits and Systems, {ISCAS} 2021, Daegu, South Korea, May 22-28, 2021}, pages = {1--5}, publisher = {{IEEE}}, year = {2021}, url = {https://doi.org/10.1109/ISCAS51556.2021.9401214}, doi = {10.1109/ISCAS51556.2021.9401214}, timestamp = {Fri, 02 Jul 2021 12:26:54 +0200}, biburl = {https://dblp.org/rec/conf/iscas/AndriKCB21.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} } @inproceedings{DBLP:conf/vlsic/Khaddam-Aljameh21, author = {Riduan Khaddam{-}Aljameh and Milos Stanisavljevic and Jordi Fornt Mas and Geethan Karunaratne and Matthias Braendli and Femg Liu and Abhairaj Singh and Silvia M. M{\"{u}}ller and Urs Egger and Anastasios Petropoulos and Theodore Antonakopoulos and Kevin Brew and Samuel Choi and Injo Ok and Fee Li Lie and Nicole Saulnier and Victor Chan and Ishtiaq Ahsan and Vijay Narayanan and S. R. Nandakumar and Manuel Le Gallo and Pier Andrea Francese and Abu Sebastian and Evangelos Eleftheriou}, title = {{HERMES} Core - {A} 14nm {CMOS} and PCM-based In-Memory Compute Core using an array of 300ps/LSB Linearized CCO-based ADCs and local digital processing}, booktitle = {2021 Symposium on {VLSI} Circuits, Kyoto, Japan, June 13-19, 2021}, pages = {1--2}, publisher = {{IEEE}}, year = {2021}, url = {https://doi.org/10.23919/VLSICircuits52068.2021.9492362}, doi = {10.23919/VLSICIRCUITS52068.2021.9492362}, timestamp = {Sat, 30 Sep 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/vlsic/Khaddam-Aljameh21.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} } @article{DBLP:journals/corr/abs-2106-11654, author = {Geethan Karunaratne and Manuel Le Gallo and Michael Hersche and Giovanni Cherubini and Luca Benini and Abu Sebastian and Abbas Rahimi}, title = {Energy Efficient In-memory Hyperdimensional Encoding for Spatio-temporal Signal Processing}, journal = {CoRR}, volume = {abs/2106.11654}, year = {2021}, url = {https://arxiv.org/abs/2106.11654}, eprinttype = {arXiv}, eprint = {2106.11654}, timestamp = {Wed, 30 Jun 2021 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2106-11654.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} } @article{DBLP:journals/corr/abs-2109-01404, author = {Gianmarco Ottavi and Geethan Karunaratne and Francesco Conti and Irem Boybat and Luca Benini and Davide Rossi}, title = {End-to-end 100-TOPS/W Inference With Analog In-Memory Computing: Are We There Yet?}, journal = {CoRR}, volume = {abs/2109.01404}, year = {2021}, url = {https://arxiv.org/abs/2109.01404}, eprinttype = {arXiv}, eprint = {2109.01404}, timestamp = {Mon, 20 Sep 2021 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2109-01404.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} } @inproceedings{DBLP:conf/iscas/JoshiKGBPSRE20, author = {Vinay Joshi and Geethan Karunaratne and Manuel Le Gallo and Irem Boybat and Christophe Piveteau and Abu Sebastian and Bipin Rajendran and Evangelos Eleftheriou}, title = {{ESSOP:} Efficient and Scalable Stochastic Outer Product Architecture for Deep Learning}, booktitle = {{IEEE} International Symposium on Circuits and Systems, {ISCAS} 2020, Sevilla, Spain, October 10-21, 2020}, pages = {1--5}, publisher = {{IEEE}}, year = {2020}, url = {https://doi.org/10.1109/ISCAS45731.2020.9180872}, doi = {10.1109/ISCAS45731.2020.9180872}, timestamp = {Sun, 02 Oct 2022 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/iscas/JoshiKGBPSRE20.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} } @article{DBLP:journals/corr/abs-2001-11773, author = {S. R. Nandakumar and Manuel Le Gallo and Christophe Piveteau and Vinay Joshi and Giovanni Mariani and Irem Boybat and Geethan Karunaratne and Riduan Khaddam{-}Aljameh and Urs Egger and Anastasios Petropoulos and Theodore Antonakopoulos and Bipin Rajendran and Abu Sebastian and Evangelos Eleftheriou}, title = {Mixed-precision deep learning based on computational memory}, journal = {CoRR}, volume = {abs/2001.11773}, year = {2020}, url = {https://arxiv.org/abs/2001.11773}, eprinttype = {arXiv}, eprint = {2001.11773}, timestamp = {Fri, 01 Apr 2022 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2001-11773.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} } @article{DBLP:journals/corr/abs-2003-11256, author = {Vinay Joshi and Geethan Karunaratne and Manuel Le Gallo and Irem Boybat and Christophe Piveteau and Abu Sebastian and Bipin Rajendran and Evangelos Eleftheriou}, title = {{ESSOP:} Efficient and Scalable Stochastic Outer Product Architecture for Deep Learning}, journal = {CoRR}, volume = {abs/2003.11256}, year = {2020}, url = {https://arxiv.org/abs/2003.11256}, eprinttype = {arXiv}, eprint = {2003.11256}, timestamp = {Sat, 23 Jan 2021 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/corr/abs-2003-11256.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} } @article{DBLP:journals/corr/abs-2005-07137, author = {Renzo Andri and Geethan Karunaratne and Lukas Cavigelli and Luca Benini}, title = {ChewBaccaNN: {A} Flexible 223 {TOPS/W} {BNN} Accelerator}, journal = {CoRR}, volume = {abs/2005.07137}, year = {2020}, url = {https://arxiv.org/abs/2005.07137}, eprinttype = {arXiv}, eprint = {2005.07137}, timestamp = {Fri, 22 May 2020 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2005-07137.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} } @article{DBLP:journals/corr/abs-2010-01939, author = {Geethan Karunaratne and Manuel Schmuck and Manuel Le Gallo and Giovanni Cherubini and Luca Benini and Abu Sebastian and Abbas Rahimi}, title = {Robust High-dimensional Memory-augmented Neural Networks}, journal = {CoRR}, volume = {abs/2010.01939}, year = {2020}, url = {https://arxiv.org/abs/2010.01939}, eprinttype = {arXiv}, eprint = {2010.01939}, timestamp = {Mon, 12 Oct 2020 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2010-01939.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} } @article{DBLP:journals/corr/abs-2011-04107, author = {Sergi Abadal and Robert Guirado and Hamidreza Taghvaee and Akshay Jain and Elana Pereira de Santana and Peter Haring Bol{\'{\i}}var and Mohamed Saeed Elsayed and Renato Negra and Zhenxing Wang and Kun{-}Ta Wang and Max Christian Lemme and Joshua Klein and Marina Zapater and Alexandre Levisse and David Atienza and Davide Rossi and Francesco Conti and Martino Dazzi and Geethan Karunaratne and Irem Boybat and Abu Sebastian}, title = {Graphene-based Wireless Agile Interconnects for Massive Heterogeneous Multi-chip Processors}, journal = {CoRR}, volume = {abs/2011.04107}, year = {2020}, url = {https://arxiv.org/abs/2011.04107}, eprinttype = {arXiv}, eprint = {2011.04107}, timestamp = {Mon, 17 Jun 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2011-04107.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} } @article{DBLP:journals/ibmrd/EleftheriouGNPB19, author = {Evangelos Eleftheriou and Manuel Le Gallo and S. R. Nandakumar and Christophe Piveteau and Irem Boybat and Vinay Joshi and Riduan Khaddam{-}Aljameh and Martino Dazzi and Iason Giannopoulos and Geethan Karunaratne and Benedikt Kersting and Milos Stanisavljevic and Vara Prasad Jonnalagadda and Nikolas Ioannou and Kornilios Kourtis and Pier Andrea Francese and Abu Sebastian}, title = {Deep learning acceleration based on in-memory computing}, journal = {{IBM} J. Res. Dev.}, volume = {63}, number = {6}, pages = {7:1--7:16}, year = {2019}, url = {https://doi.org/10.1147/JRD.2019.2947008}, doi = {10.1147/JRD.2019.2947008}, timestamp = {Sun, 02 Oct 2022 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/ibmrd/EleftheriouGNPB19.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} } @inproceedings{DBLP:conf/date/HamdiouiNTSGPSC19, author = {Said Hamdioui and Hoang Anh Du Nguyen and Mottaqiallah Taouil and Abu Sebastian and Manuel Le Gallo and Sandeep Pande and Siebren Schaafsma and Francky Catthoor and Shidhartha Das and Fernando Garc{\'{\i}}a{-}Redondo and Geethan Karunaratne and Abbas Rahimi and Luca Benini}, editor = {J{\"{u}}rgen Teich and Franco Fummi}, title = {Applications of Computation-In-Memory Architectures based on Memristive Devices}, booktitle = {Design, Automation {\&} Test in Europe Conference {\&} Exhibition, {DATE} 2019, Florence, Italy, March 25-29, 2019}, pages = {486--491}, publisher = {{IEEE}}, year = {2019}, url = {https://doi.org/10.23919/DATE.2019.8715020}, doi = {10.23919/DATE.2019.8715020}, timestamp = {Mon, 30 Sep 2024 15:20:52 +0200}, biburl = {https://dblp.org/rec/conf/date/HamdiouiNTSGPSC19.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} } @inproceedings{DBLP:conf/vlsic/SebastianBDGJJK19, author = {Abu Sebastian and Irem Boybat and Martino Dazzi and Iason Giannopoulos and Vara Prasad Jonnalagadda and Vinay Joshi and Geethan Karunaratne and Benedikt Kersting and Riduan Khaddam{-}Aljameh and S. R. Nandakumar and Anastasios Petropoulos and Christophe Piveteau and Theodore Antonakopoulos and Bipin Rajendran and Manuel Le Gallo and Evangelos Eleftheriou}, title = {Computational memory-based inference and training of deep neural networks}, booktitle = {2019 Symposium on {VLSI} Circuits, Kyoto, Japan, June 9-14, 2019}, pages = {168}, publisher = {{IEEE}}, year = {2019}, url = {https://doi.org/10.23919/VLSIC.2019.8778178}, doi = {10.23919/VLSIC.2019.8778178}, timestamp = {Sat, 09 Apr 2022 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/vlsic/SebastianBDGJJK19.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} } @article{DBLP:journals/corr/abs-1906-01548, author = {Geethan Karunaratne and Manuel Le Gallo and Giovanni Cherubini and Luca Benini and Abbas Rahimi and Abu Sebastian}, title = {In-memory hyperdimensional computing}, journal = {CoRR}, volume = {abs/1906.01548}, year = {2019}, url = {http://arxiv.org/abs/1906.01548}, eprinttype = {arXiv}, eprint = {1906.01548}, timestamp = {Thu, 13 Jun 2019 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-1906-01548.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} } @inproceedings{DBLP:conf/coolchips/BahouKACB18, author = {Andrawes Al Bahou and Geethan Karunaratne and Renzo Andri and Lukas Cavigelli and Luca Benini}, title = {{XNORBIN:} {A} 95 TOp/s/W hardware accelerator for binary convolutional neural networks}, booktitle = {2018 {IEEE} Symposium in Low-Power and High-Speed Chips, {COOL} {CHIPS} 2018, Yokohama, Japan, April 18-20, 2018}, pages = {1--3}, publisher = {{IEEE} Computer Society}, year = {2018}, url = {https://doi.org/10.1109/CoolChips.2018.8373076}, doi = {10.1109/COOLCHIPS.2018.8373076}, timestamp = {Thu, 23 Mar 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/coolchips/BahouKACB18.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} } @article{DBLP:journals/corr/abs-1803-05849, author = {Andrawes Al Bahou and Geethan Karunaratne and Renzo Andri and Lukas Cavigelli and Luca Benini}, title = {{XNORBIN:} {A} 95 TOp/s/W Hardware Accelerator for Binary Convolutional Neural Networks}, journal = {CoRR}, volume = {abs/1803.05849}, year = {2018}, url = {http://arxiv.org/abs/1803.05849}, eprinttype = {arXiv}, eprint = {1803.05849}, timestamp = {Mon, 13 Aug 2018 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-1803-05849.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} } @inproceedings{DBLP:conf/asap/SenanayakeLWAAT17, author = {Rishan Senanayake and Namitha Liyanage and Sasindu Wijeratne and Sachille Atapattu and Kasun Athukorala and P. M. K. Tharaka and Geethan Karunaratne and R. M. A. U. Senarath and Ishantha Perera and Ashen Ekanayake and Ajith Pasqual}, title = {High performance hardware architectures for Intra Block Copy and Palette Coding for {HEVC} screen content coding extension}, booktitle = {28th {IEEE} International Conference on Application-specific Systems, Architectures and Processors, {ASAP} 2017, Seattle, WA, USA, July 10-12, 2017}, pages = {164--169}, publisher = {{IEEE} Computer Society}, year = {2017}, url = {https://doi.org/10.1109/ASAP.2017.7995274}, doi = {10.1109/ASAP.2017.7995274}, timestamp = {Sun, 06 Oct 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/asap/SenanayakeLWAAT17.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} } @article{DBLP:journals/tcsv/AbeydeeraKKSP16, author = {Maleen Abeydeera and Manupa Karunaratne and Geethan Karunaratne and Kalana De Silva and Ajith Pasqual}, title = {4K Real-Time {HEVC} Decoder on an {FPGA}}, journal = {{IEEE} Trans. Circuits Syst. Video Technol.}, volume = {26}, number = {1}, pages = {236--249}, year = {2016}, url = {https://doi.org/10.1109/TCSVT.2015.2469113}, doi = {10.1109/TCSVT.2015.2469113}, timestamp = {Tue, 25 Aug 2020 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/tcsv/AbeydeeraKKSP16.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }