Pentti Kanerva

38 papers A 1C 3Misc 1Journal 21Unranked 12
YearRankTypeTitle / Venue / Authors
2025 J jnl
Autonomous Learning with High-Dimensional Computing Architecture Similar to von Neumann's.
CoRR
Pentti Kanerva
2024 J jnl
Computing With Residue Numbers in High-Dimensional Representation.
Neural Comput.
Christopher J. Kymn, Denis Kleyko, Edward Paxon Frady, Connor Bybee, Pentti Kanerva, Friedrich T. Sommer, Bruno A. Olshausen
2024 Misc conf
Special Session: Neuro-Symbolic Architecture Meets Large Language Models: A Memory-Centric Perspective.
CODES+ISSS
Mohamed Ibrahim, Zishen Wan, Haitong Li, Priyadarshini Panda, Tushar Krishna, Pentti Kanerva, Yiran Chen, Arijit Raychowdhury
2023 J jnl
Computing with Residue Numbers in High-Dimensional Representation.
CoRR
Christopher J. Kymn, Denis Kleyko, Edward Paxon Frady, Connor Bybee, Pentti Kanerva, Friedrich T. Sommer, Bruno A. Olshausen
2023 J jnl
Learning and generalization of compositional representations of visual scenes.
CoRR
Edward Paxon Frady, Spencer J. Kent, Quinn Tran, Pentti Kanerva, Bruno A. Olshausen, Friedrich T. Sommer
2022 J jnl
Computing with Hypervectors for Efficient Speaker Identification.
CoRR
Ping-Chen Huang, Denis Kleyko, Jan M. Rabaey, Bruno A. Olshausen, Pentti Kanerva
2022 J jnl
Vector Symbolic Architectures as a Computing Framework for Emerging Hardware.
Proc. IEEE
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
2021 J jnl
High-dimensional distributed semantic spaces for utterances.
CoRR
Jussi Karlgren, Pentti Kanerva
2021 J jnl
Semantics in High-Dimensional Space.
Frontiers Artif. Intell.
Jussi Karlgren, Pentti Kanerva
2021 J jnl
Vector Symbolic Architectures as a Computing Framework for Nanoscale Hardware.
CoRR
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
2020 J jnl
Hyperdimensional Computing for Blind and One-Shot Classification of EEG Error-Related Potentials.
Mob. Networks Appl.
Abbas Rahimi, Artiom Tchouprina, Pentti Kanerva, José del R. Millán, Jan M. Rabaey
2019 J jnl
Computing with High-Dimensional Vectors.
IEEE Des. Test
Pentti Kanerva
2019 J jnl
Efficient Biosignal Processing Using Hyperdimensional Computing: Network Templates for Combined Learning and Classification of ExG Signals.
Proc. IEEE
Abbas Rahimi, Pentti Kanerva, Luca Benini, Jan M. Rabaey
2019 J jnl
High-dimensional distributed semantic spaces for utterances.
Nat. Lang. Eng.
Jussi Karlgren, Pentti Kanerva
2018 — conf
Authorship Profiling Without Using Topical Information: Notebook for PAN at CLEF 2018.
CLEF (Working Notes)
Jussi Karlgren, Lewis Esposito, Chantal Gratton, Pentti Kanerva
2018 — conf
Hyperdimensional utterance spaces.
DESIRES
Jussi Karlgren, Pentti Kanerva
2017 J jnl
High-Dimensional Computing as a Nanoscalable Paradigm.
IEEE Trans. Circuits Syst. I Regul. Pap.
Abbas Rahimi, Sohum Datta, Denis Kleyko, Edward Paxon Frady, Bruno A. Olshausen, Pentti Kanerva, Jan M. Rabaey
2017 — conf
Human-centric computing - The case for a Hyper-Dimensional approach.
IWASI
Jan M. Rabaey, Abbas Rahimi, Sohum Datta, Miles Rusch, Pentti Kanerva, Bruno A. Olshausen
2016 A conf
A Robust and Energy-Efficient Classifier Using Brain-Inspired Hyperdimensional Computing.
ISLPED
Abbas Rahimi, Pentti Kanerva, Jan M. Rabaey
2016 C conf
Associative memory with occurrence statistics.
ISCAS
Mika Laiho, Eero Lehtonen, Jussi H. Poikonen, Pentti Kanerva
2016 — conf
Hyperdimensional biosignal processing: A case study for EMG-based hand gesture recognition.
ICRC
Abbas Rahimi, Simone Benatti, Pentti Kanerva, Luca Benini, Jan M. Rabaey
2016 — conf
Language Geometry Using Random Indexing.
QI
Aditya Joshi, Johan T. Halseth, Pentti Kanerva
2015 C conf
A 512×512-cell associative CAM/Willshaw memory with vector arithmetic.
ISCAS
Mika Laiho, Jonne K. Poikonen, Eero Lehtonen, Mikko Pänkäälä, Jussi H. Poikonen, Pentti Kanerva
2015 J jnl
Encoding Sequential Information in Semantic Space Models: Comparing Holographic Reduced Representation and Random Permutation.
Comput. Intell. Neurosci.
Gabriel Recchia, Magnus Sahlgren, Pentti Kanerva, Michael N. Jones
2015 — conf
High-dimensional computing with sparse vectors.
BioCAS
Mika Laiho, Jussi H. Poikonen, Pentti Kanerva, Eero Lehtonen
2014 — conf
Computing with 10, 000-bit words.
Allerton
Pentti Kanerva
2014 J jnl
Language Recognition using Random Indexing.
CoRR
Aditya Joshi, Johan T. Halseth, Pentti Kanerva
2014 J jnl
Large-Scale Memristive Associative Memories.
IEEE Trans. Very Large Scale Integr. Syst.
Eero Lehtonen, Jussi H. Poikonen, Mika Laiho, Pentti Kanerva
2013 — conf
Finding Semantic Equivalence of Text Using Random Index Vectors.
Complex Adaptive Systems
Rosemary D. Paradis, Jinhong K. Guo, Jack Moulton, David Cameron, Pentti Kanerva
2010 — conf
What We Mean When We Say "What's the Dollar of Mexico?": Prototypes and Mapping in Concept Space.
AAAI Fall Symposium: Quantum Informatics for Cognitive, Social, and Semantic Processes
Pentti Kanerva
2009 J jnl
Hyperdimensional Computing: An Introduction to Computing in Distributed Representation with High-Dimensional Random Vectors.
Cogn. Comput.
Pentti Kanerva
2005 J jnl
Reports on the 2004 AAAI Fall Symposia.
AI Mag.
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
2002 J jnl
The 2002 AAAI Spring Symposium Series.
AI Mag.
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
1999 J jnl
Artificial Minds, Stan Franklin, MIT Press, Cambridge, MA, 1995, xi+449 pp., ISBN 0-262-06178-3 (HB), 0-262-56109-3 (PB).
Cogn. Syst. Res.
Pentti Kanerva
1998 — conf
Large Patterns Make Great Symbols: An Example of Learning from Example.
Hybrid Neural Systems
Pentti Kanerva
1996 C conf
Binary Spatter-Coding of Ordered K-Tuples.
ICANN
Pentti Kanerva
1989 — conf
A cerebellar-model associative memory as a generalized random-access memory.
COMPCON
Pentti Kanerva
1989 — conf
Contour-Map Encoding of Shape for Early Vision.
NIPS
Pentti Kanerva