Pentti Kanerva

Q: What Schools Are Affiliated With Pentti Kanerva

Pentti Kanerva is affiliated with the following schools: University of California, Berkeley, University of California, San Diego, Stanford University, Warren Wilson College, University of Helsinki

Pentti Kanerva's AcademicInfluence.com Rankings

Pentti Kanerva

Computer Science

#1548

World Rank

#1602

Historical Rank

#763

USA Rank

Artificial Intelligence

#527

World Rank

#536

Historical Rank

#153

USA Rank

Database

#8368

World Rank

#8755

Historical Rank

#1105

USA Rank

computer-science Degrees

Pentti Kanerva

Biology

#3162

World Rank

#4875

Historical Rank

#1317

USA Rank

Neuroscience

#280

World Rank

#295

Historical Rank

#106

USA Rank

biology Degrees

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Computer Science
Biology

Pentti Kanerva's Degrees

PhD Computer Science Stanford University
Masters Computer Science Stanford University
Bachelors Mathematics Stanford University

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Why Is Pentti Kanerva Influential?

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According to Wikipedia, Pentti Kanerva is an American neuroscientist who is the originator of the sparse distributed memory model. He is responsible for relating the properties of long-term memory to mathematical properties of high-dimensional spaces and compares artificial neural-net associative memory to conventional computer random-access memory and to the neurons in the brain. This theory has been applied to design and implement the random indexing approach to learning semantic relations from linguistic data.

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Pentti Kanerva's Published Works

Number of citations in a given year to any of this author's works

Total number of citations to an author for the works they published in a given year. This highlights publication of the most important work(s) by the author

Published Works

Sparse Distributed Memory (1988) (1046)
Hyperdimensional Computing: An Introduction to Computing in Distributed Representation with High-Dimensional Random Vectors (2009) (637)
Random indexing of text samples for latent semantic analysis (2000) (513)
Permutations as a means to encode order in word space (2008) (182)
A Robust and Energy-Efficient Classifier Using Brain-Inspired Hyperdimensional Computing (2016) (164)
Sparse distributed memory and related models (1993) (152)
Binary Spatter-Coding of Ordered K-Tuples (1996) (147)
Hyperdimensional biosignal processing: A case study for EMG-based hand gesture recognition (2016) (123)
High-Dimensional Computing as a Nanoscalable Paradigm (2017) (108)
Efficient Biosignal Processing Using Hyperdimensional Computing: Network Templates for Combined Learning and Classification of ExG Signals (2019) (96)
The Spatter Code for Encoding Concepts at Many Levels (1994) (81)
Language Geometry Using Random Indexing (2016) (68)
Encoding Sequential Information in Semantic Space Models: Comparing Holographic Reduced Representation and Random Permutation (2015) (64)
Fully Distributed Representation (1997) (62)
Hyperdimensional Computing for Blind and One-Shot Classification of EEG Error-Related Potentials (2020) (56)
What We Mean When We Say "What's the Dollar of Mexico?": Prototypes and Mapping in Concept Space (2010) (52)
Self-propagating search: a unified theory of memory (address decoding, cerebellum) (1984) (50)
Hyperdimensional computing for noninvasive brain-computer interfaces: Blind and one-shot classification of EEG error-related potentials (2017) (46)
Hyperdimensional Computing for Text Classification (2016) (39)
Foundations of real-world intelligence (2001) (38)
Vector Symbolic Architectures as a Computing Framework for Nanoscale Hardware (2021) (37)
Large Patterns Make Great Symbols: An Example of Learning from Example (1998) (34)
Encoding Sequential Information in Vector Space Models of Semantics: Comparing Holographic Reduced Representation and Random Permutation (2010) (32)
High-dimensional computing with sparse vectors (2015) (32)
Large-Scale Memristive Associative Memories (2014) (32)
Computing with 10,000-bit words (2014) (26)
Computing with large random patterns (2001) (22)
Parallel structures in human and computer memory (1987) (20)
Encoding Structure in Boolean Space (1998) (15)
Sparse distributed memory: Principles and operation (1989) (15)
Language Recognition using Random Indexing (2014) (11)
Sparse distributed memory prototype: principles and operation (1989) (9)
Computing with High-Dimensional Vectors (2019) (9)
A framework for linking computations and rhythm-based timing patterns in neural firing, such as phase precession in hippocampal place cells (2018) (9)
358 Fully Distributed Representation (1997) (8)
Efficient packing of patterns in sparse distributed memory by selective weighting of input bits (1991) (7)
A cerebellar-model associative memory as a generalized random-access memory (1989) (7)
Authorship Profiling Without Using Topical Information: Notebook for PAN at CLEF 2018 (2018) (7)
High-dimensional distributed semantic spaces for utterances (2019) (6)
Finding Semantic Equivalence of Text Using Random Index Vectors (2013) (6)
The organization of an autonomous learning system (1988) (5)
Pattern completion with distributed representation (1998) (5)
Configurable sparse distributed memory hardware implementation (1991) (5)
Holistic higher-level structure-forming algorithms (1998) (5)
Contour-Map Encoding of Shape for Early Vision (1989) (5)
Vector Symbolic Architectures as a Computing Framework for Emerging Hardware (2022) (5)
Highly Parallel Realization of Sparse Distributed Memory System (1991) (4)
Sparse, distributed memory prototpe: principles of operation (1988) (4)
Can neural models of cognition benefit from the advantages of connectionism? (2006) (4)
Semantics in High-Dimensional Space (2021) (4)
Hyperdimensional utterance spaces (2018) (3)
A 512×512-cell associative CAM/Willshaw memory with vector arithmetic (2015) (3)
Human-centric computing — The case for a Hyper-Dimensional approach (2017) (3)
Notes from AAAI Spring Symposium on Acquiring (and Using) Linguistic (and World) Knowledge for Information Access (2002) (2)
Stochastic pattern computing (1999) (1)
Computing with Hypervectors for Efficient Speaker Identification (2022) (1)
Hyperdimensional Computing for Blind and One-Shot Classification of EEG Error-Related Potentials (2017) (0)
SOME LIMITS ON THE CAPACITY OF AN ASSOCIATIVE MEMORY FOR PROCESSING INFORMATION (1994) (0)
A One-layer Feedback Articial Neural Network with a Bayesian Learning Rule. Tech (2007) (0)
Artificial Minds, Stan Franklin, MIT Press, Cambridge, MA, 1995, xi+449 pp., ISBN 0-262-06178-3 (HB), 0-262-56109-3 (PB) (1999) (0)
SDM as a Random-Access Memory (1993) (0)
Two-dimensional shape recognition using sparse distributed memory (1990) (0)
Poster: Memristive Systems (2013) (0)
Understanding information processing in animals as a way to building intelligent robots (1988) (0)
Hideki Asoh Foundations of Real-World Intelligence (2001) (0)
Learning and generalization of compositional representations of visual scenes (2023) (0)
White paper: A plan for cooperation between NASA and DARPA to establish a center for advanced architectures (1986) (0)
Acquiring (and using) linguistic (and world) knowledge for information access : papers from the 2002 AAAI Symposium, March 25-27, Stanford, California (2002) (0)
The 2002 AAAI Spring Symposium Series (2002) (0)
LANGUAGE AND MIND AS TOPICS IN NATURAL SCIENCE (1995) (0)
TR-86 . 2 Kanerva / Parallel Structures (2008) (0)
Evolving AI: Position paper in Developmental Robotics (2005) (0)
A text system for Stanford University (1980) (0)
Hyperdimensional Computing: An Algebra for Computing with Vectors (2022) (0)
Reports on the 2004 AAAI Fall Symposia (2005) (0)
On separating long- and short-term memories in hyperdimensional computing (2023) (0)
Associative memory with occurrence statistics (2016) (0)
The application of a sparse, distributed memory to the detection, identification and manipulation of physical objects (1986) (0)

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What Schools Are Affiliated With Pentti Kanerva?

Pentti Kanerva is affiliated with the following schools:

Pentti Kanerva's Academic­Influence.com Rankings

Pentti Kanerva's Degrees

Similar Degrees You Can Earn

Why Is Pentti Kanerva Influential?

Pentti Kanerva's Published Works

Published Works

Other Resources About Pentti Kanerva

What Schools Are Affiliated With Pentti Kanerva?

Pentti Kanerva's AcademicInfluence.com Rankings