Concepedia

Pentti Kanerva

PK

Statistics

Publications

22

Citations

2.7K

H-Index

18

Active since

1989

Affiliations

University of California, Berkeley(Current)

Center for Theoretical Biological Physics

Stanford University

RISE Research Institutes of Sweden

ETH Zurich

Pentti Kanerva is an author at University of California, Berkeley specializing in computer science, engineering, and social sciences.

Top concepts

EngineeringComputer ScienceSocial SciencesData ScienceNeuroscienceComputer EngineeringComputational NeuroscienceMachine LearningPattern RecognitionParallel Computing

Publications per year

1989–2024

22

Publications

22

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

Pentti Kanerva · Cognitive Computation · 2009 · 928 citations

Cluster Computing, High-dimensional Random Vectors, Engineering +13

Random indexing of text samples for latent semantic analysis

Pentti Kanerva, Jan Kristoferson, Anders Holst · eScholarship (California Digital Library) · 2000 · 384 citations · Full text

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

Abbas Rahimi, Pentti Kanerva, Jan M. Rabaey · 2016 · 266 citations

Engineering, Machine Learning, Hd Vectors +17

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

Abbas Rahimi, Simone Benatti, Pentti Kanerva et al. · 2016 · 181 citations · Full text

Engineering, Machine Learning, Biometrics +27

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

Abbas Rahimi, Pentti Kanerva, Luca Benini et al. · Proceedings of the IEEE · 2018 · 161 citations · Full text

Engineering, Machine Learning, Hd Vectors +24

1–5 of 22