Pentti Kanerva

According to our database, Pentti Kanerva authored at least 35 papers between 1989 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

Special Session: Neuro-Symbolic Architecture Meets Large Language Models: A Memory-Centric Perspective.

Mohamed Ibrahim, Zishen Wan, Haitong Li, Priyadarshini Panda, Tushar Krishna, Pentti Kanerva, Yiran Chen, Arijit Raychowdhury

Proceedings of the International Conference on Hardware/Software Codesign and System Synthesis, 2024

2023

Computing with Residue Numbers in High-Dimensional Representation.

Christopher J. Kymn, Denis Kleyko, Edward Paxon Frady, Connor Bybee, Pentti Kanerva, Friedrich T. Sommer, Bruno A. Olshausen

CoRR, 2023

Learning and generalization of compositional representations of visual scenes.

Edward Paxon Frady, Spencer J. Kent, Quinn Tran, Pentti Kanerva, Bruno A. Olshausen, Friedrich T. Sommer

CoRR, 2023

2022

Vector Symbolic Architectures as a Computing Framework for Emerging Hardware.

Denis Kleyko, Mike Davies, Edward Paxon Frady, Pentti Kanerva, Spencer J. Kent, Bruno A. Olshausen, Evgeny Osipov, Jan M. Rabaey, Dmitri A. Rachkovskij, Abbas Rahimi, Friedrich T. Sommer

Proc. IEEE, 2022

Computing with Hypervectors for Efficient Speaker Identification.

Ping-Chen Huang, Denis Kleyko, Jan M. Rabaey, Bruno A. Olshausen, Pentti Kanerva

CoRR, 2022

2021

Semantics in High-Dimensional Space.

Jussi Karlgren, Pentti Kanerva

Frontiers Artif. Intell., 2021

Vector Symbolic Architectures as a Computing Framework for Nanoscale Hardware.

Denis Kleyko, Mike Davies, Edward Paxon Frady, Pentti Kanerva, Spencer J. Kent, Bruno A. Olshausen, Evgeny Osipov, Jan M. Rabaey, Dmitri A. Rachkovskij, Abbas Rahimi, Friedrich T. Sommer

CoRR, 2021

2020

Hyperdimensional Computing for Blind and One-Shot Classification of EEG Error-Related Potentials.

Abbas Rahimi, Artiom Tchouprina, Pentti Kanerva, José del R. Millán, Jan M. Rabaey

Mob. Networks Appl., 2020

2019

Efficient Biosignal Processing Using Hyperdimensional Computing: Network Templates for Combined Learning and Classification of ExG Signals.

Abbas Rahimi, Pentti Kanerva, Luca Benini, Jan M. Rabaey

Proc. IEEE, 2019

High-dimensional distributed semantic spaces for utterances.

Jussi Karlgren, Pentti Kanerva

Nat. Lang. Eng., 2019

Computing with High-Dimensional Vectors.

Pentti Kanerva

IEEE Des. Test, 2019

2018

Hyperdimensional utterance spaces.

Jussi Karlgren, Pentti Kanerva

Proceedings of the First Biennial Conference on Design of Experimental Search & Information Retrieval Systems, 2018

Authorship Profiling Without Using Topical Information: Notebook for PAN at CLEF 2018.

Jussi Karlgren, Lewis Esposito, Chantal Gratton, Pentti Kanerva

Proceedings of the Working Notes of CLEF 2018, 2018

2017

High-Dimensional Computing as a Nanoscalable Paradigm.

Abbas Rahimi, Sohum Datta, Denis Kleyko, Edward Paxon Frady, Bruno A. Olshausen, Pentti Kanerva, Jan M. Rabaey

IEEE Trans. Circuits Syst. I Regul. Pap., 2017

Human-centric computing - The case for a Hyper-Dimensional approach.

Jan M. Rabaey, Abbas Rahimi, Sohum Datta, Miles Rusch, Pentti Kanerva, Bruno A. Olshausen

Proceedings of the 7th IEEE International Workshop on Advances in Sensors and Interfaces, 2017

2016

Language Geometry Using Random Indexing.

Aditya Joshi, Johan T. Halseth, Pentti Kanerva

Proceedings of the Quantum Interaction - 10th International Conference, 2016

A Robust and Energy-Efficient Classifier Using Brain-Inspired Hyperdimensional Computing.

Abbas Rahimi, Pentti Kanerva, Jan M. Rabaey

Proceedings of the 2016 International Symposium on Low Power Electronics and Design, 2016

Associative memory with occurrence statistics.

Mika Laiho, Eero Lehtonen, Jussi H. Poikonen, Pentti Kanerva

Proceedings of the IEEE International Symposium on Circuits and Systems, 2016

Hyperdimensional biosignal processing: A case study for EMG-based hand gesture recognition.

Abbas Rahimi, Simone Benatti, Pentti Kanerva, Luca Benini, Jan M. Rabaey

Proceedings of the IEEE International Conference on Rebooting Computing, 2016

2015

Encoding Sequential Information in Semantic Space Models: Comparing Holographic Reduced Representation and Random Permutation.

Gabriel Recchia, Magnus Sahlgren, Pentti Kanerva, Michael N. Jones

Comput. Intell. Neurosci., 2015

A 512×512-cell associative CAM/Willshaw memory with vector arithmetic.

Mika Laiho, Jonne K. Poikonen, Eero Lehtonen, Mikko Pänkäälä, Jussi H. Poikonen, Pentti Kanerva

Proceedings of the 2015 IEEE International Symposium on Circuits and Systems, 2015

High-dimensional computing with sparse vectors.

Mika Laiho, Jussi H. Poikonen, Pentti Kanerva, Eero Lehtonen

Proceedings of the IEEE Biomedical Circuits and Systems Conference, 2015

2014

Large-Scale Memristive Associative Memories.

Eero Lehtonen, Jussi H. Poikonen, Mika Laiho, Pentti Kanerva

IEEE Trans. Very Large Scale Integr. Syst., 2014

Language Recognition using Random Indexing.

Aditya Joshi, Johan T. Halseth, Pentti Kanerva

CoRR, 2014

Computing with 10, 000-bit words.

Pentti Kanerva

Proceedings of the 52nd Annual Allerton Conference on Communication, 2014

2013

Finding Semantic Equivalence of Text Using Random Index Vectors.

Rosemary D. Paradis, Jinhong K. Guo, Jack Moulton, David Cameron, Pentti Kanerva

Proceedings of the Complex Adaptive Systems 2013 Conference, 2013

2010

What We Mean When We Say "What's the Dollar of Mexico?": Prototypes and Mapping in Concept Space.

Pentti Kanerva

Proceedings of the Quantum Informatics for Cognitive, 2010

2009

Hyperdimensional Computing: An Introduction to Computing in Distributed Representation with High-Dimensional Random Vectors.

Pentti Kanerva

Cogn. Comput., 2009

2005

Reports on the 2004 AAAI Fall Symposia.

Nicholas L. Cassimatis, Sean Luke, Simon D. Levy, Ross W. Gayler, Pentti Kanerva, Chris Eliasmith, Timothy W. Bickmore, Alan C. Schultz, Randall Davis, James A. Landay, Robert C. Miller, Eric Saund, Thomas F. Stahovich, Michael L. Littman, Satinder Singh, Shlomo Argamon, Shlomo Dubnov

AI Mag., 2005

2002

The 2002 AAAI Spring Symposium Series.

Jussi Karlgren, Pentti Kanerva, Björn Gambäck, Kenneth D. Forbus, Kagan Tumer, Peter Stone, Kai Goebel, Gaurav S. Sukhatme, Tucker R. Balch, Bernd Fischer, Doug Smith, Sanda M. Harabagiu, Vinay K. Chaudri, Mike Barley, Hans W. Guesgen, Thomas F. Stahovich, Randall Davis, James A. Landay

AI Mag., 2002

1999

Artificial Minds, Stan Franklin, MIT Press, Cambridge, MA, 1995, xi+449 pp., ISBN 0-262-06178-3 (HB), 0-262-56109-3 (PB).

Pentti Kanerva

Cogn. Syst. Res., 1999

1998

Large Patterns Make Great Symbols: An Example of Learning from Example.

Pentti Kanerva

Proceedings of the Hybrid Neural Systems, 1998

1996

Binary Spatter-Coding of Ordered K-Tuples.

Pentti Kanerva

Proceedings of the Artificial Neural Networks, 1996

1989

Contour-Map Encoding of Shape for Early Vision.

Pentti Kanerva

Proceedings of the Advances in Neural Information Processing Systems 2, 1989

A cerebellar-model associative memory as a generalized random-access memory.

Pentti Kanerva

Proceedings of the Thirty-Fourth IEEE Computer Society International Conference: Intellectual Leverage, 1989