Pentti Kanerva

Publication Activity (10 Years)

Years Active: 1989-2023
Publications (10 Years): 19

Top Topics

Gesture Recognition

Signal Processing

Top Venues

Comput. Intell. Neurosci.

Publications

Edward Paxon Frady, Spencer J. Kent, Quinn Tran, Pentti Kanerva, Bruno A. Olshausen, Friedrich T. Sommer
Learning and generalization of compositional representations of visual scenes. CoRR (2023)
Christopher J. Kymn, Denis Kleyko, Edward Paxon Frady, Connor Bybee, Pentti Kanerva, Friedrich T. Sommer, Bruno A. Olshausen
Computing with Residue Numbers in High-Dimensional Representation. CoRR (2023)
Ping-Chen Huang, Denis Kleyko, Jan M. Rabaey, Bruno A. Olshausen, Pentti Kanerva
Computing with Hypervectors for Efficient Speaker Identification. CoRR (2022)
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
Vector Symbolic Architectures as a Computing Framework for Emerging Hardware. Proc. IEEE 110 (10) (2022)
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
Vector Symbolic Architectures as a Computing Framework for Nanoscale Hardware. CoRR (2021)
Jussi Karlgren, Pentti Kanerva
High-dimensional distributed semantic spaces for utterances. CoRR (2021)
Jussi Karlgren, Pentti Kanerva
Semantics in High-Dimensional Space. Frontiers Artif. Intell. 4 (2021)
Abbas Rahimi, Artiom Tchouprina, Pentti Kanerva, José del R. Millán, Jan M. Rabaey
Hyperdimensional Computing for Blind and One-Shot Classification of EEG Error-Related Potentials. Mob. Networks Appl. 25 (5) (2020)
Pentti Kanerva
Computing with High-Dimensional Vectors. IEEE Des. Test 36 (3) (2019)
Abbas Rahimi, Pentti Kanerva, Luca Benini, Jan M. Rabaey
Efficient Biosignal Processing Using Hyperdimensional Computing: Network Templates for Combined Learning and Classification of ExG Signals. Proc. IEEE 107 (1) (2019)
Jussi Karlgren, Pentti Kanerva
High-dimensional distributed semantic spaces for utterances. Nat. Lang. Eng. 25 (4) (2019)
Jussi Karlgren, Pentti Kanerva
Hyperdimensional utterance spaces. DESIRES (2018)
Jussi Karlgren, Lewis Esposito, Chantal Gratton, Pentti Kanerva
Authorship Profiling Without Using Topical Information: Notebook for PAN at CLEF 2018. CLEF (Working Notes) (2018)
Jan M. Rabaey, Abbas Rahimi, Sohum Datta, Miles Rusch, Pentti Kanerva, Bruno A. Olshausen
Human-centric computing - The case for a Hyper-Dimensional approach. IWASI (2017)
Abbas Rahimi, Sohum Datta, Denis Kleyko, Edward Paxon Frady, Bruno A. Olshausen, Pentti Kanerva, Jan M. Rabaey
High-Dimensional Computing as a Nanoscalable Paradigm. IEEE Trans. Circuits Syst. I Regul. Pap. (9) (2017)
Mika Laiho, Eero Lehtonen, Jussi H. Poikonen, Pentti Kanerva
Associative memory with occurrence statistics. ISCAS (2016)
Abbas Rahimi, Simone Benatti, Pentti Kanerva, Luca Benini, Jan M. Rabaey
Hyperdimensional biosignal processing: A case study for EMG-based hand gesture recognition. ICRC (2016)
Aditya Joshi, Johan T. Halseth, Pentti Kanerva
Language Geometry Using Random Indexing. QI (2016)
Abbas Rahimi, Pentti Kanerva, Jan M. Rabaey
A Robust and Energy-Efficient Classifier Using Brain-Inspired Hyperdimensional Computing. ISLPED (2016)
Gabriel Recchia, Magnus Sahlgren, Pentti Kanerva, Michael N. Jones
Encoding Sequential Information in Semantic Space Models: Comparing Holographic Reduced Representation and Random Permutation. Comput. Intell. Neurosci. 2015 (2015)
Mika Laiho, Jonne K. Poikonen, Eero Lehtonen, Mikko Pänkäälä, Jussi H. Poikonen, Pentti Kanerva
A 512×512-cell associative CAM/Willshaw memory with vector arithmetic. ISCAS (2015)
Mika Laiho, Jussi H. Poikonen, Pentti Kanerva, Eero Lehtonen
High-dimensional computing with sparse vectors. BioCAS (2015)
Pentti Kanerva
Computing with 10, 000-bit words. Allerton (2014)
Aditya Joshi, Johan T. Halseth, Pentti Kanerva
Language Recognition using Random Indexing. CoRR (2014)
Eero Lehtonen, Jussi H. Poikonen, Mika Laiho, Pentti Kanerva
Large-Scale Memristive Associative Memories. IEEE Trans. Very Large Scale Integr. Syst. 22 (3) (2014)
Rosemary D. Paradis, Jinhong K. Guo, Jack Moulton, David Cameron, Pentti Kanerva
Finding Semantic Equivalence of Text Using Random Index Vectors. Complex Adaptive Systems (2013)
Pentti Kanerva
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 (2010)
Pentti Kanerva
Hyperdimensional Computing: An Introduction to Computing in Distributed Representation with High-Dimensional Random Vectors. Cogn. Comput. 1 (2) (2009)
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 P. Singh, Shlomo Argamon, Shlomo Dubnov
Reports on the 2004 AAAI Fall Symposia. AI Mag. 26 (1) (2005)
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
The 2002 AAAI Spring Symposium Series. AI Mag. 23 (4) (2002)
Pentti Kanerva
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. 1 (1) (1999)
Pentti Kanerva
Large Patterns Make Great Symbols: An Example of Learning from Example. Hybrid Neural Systems (1998)
Pentti Kanerva
Binary Spatter-Coding of Ordered K-Tuples. ICANN (1996)
Pentti Kanerva
Contour-Map Encoding of Shape for Early Vision. NIPS (1989)
Pentti Kanerva
A cerebellar-model associative memory as a generalized random-access memory. COMPCON (1989)