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A Phonological Approach to the Unsupervised Learning of Root-and-Pattern Morphology

Aris Xanthos

in Shaping Phonology

Published in print:
2018
Published Online:
January 2019
ISBN:
9780226562452
eISBN:
9780226562599
Item type:
chapter
Publisher:
University of Chicago Press
DOI:
10.7208/chicago/9780226562599.003.0014
Subject:
Linguistics, Phonetics / Phonology

This contribution describes an algorithm for the unsupervised learning of root-and-pattern morphology. The algorithm relies on a phonological heuristic to bootstrap the morphological analysis and ... More


Learning and control

Ivan Herreros

in Living machines: A handbook of research in biomimetics and biohybrid systems

Published in print:
2018
Published Online:
June 2018
ISBN:
9780199674923
eISBN:
9780191842702
Item type:
chapter
Publisher:
Oxford University Press
DOI:
10.1093/oso/9780199674923.003.0026
Subject:
Neuroscience, Sensory and Motor Systems, Development

This chapter discusses basic concepts from control theory and machine learning to facilitate a formal understanding of animal learning and motor control. It first distinguishes between feedback and ... More


Unsupervised yearning: Marr’s theory of the neocortex

Peter Dayan and David Willshaw

in Computational Theories and their Implementation in the Brain: The legacy of David Marr

Published in print:
2016
Published Online:
January 2017
ISBN:
9780198749783
eISBN:
9780191831638
Item type:
chapter
Publisher:
Oxford University Press
DOI:
10.1093/acprof:oso/9780198749783.003.0009
Subject:
Psychology, Neuropsychology

Marr’s theory of neocortex is the ghost in his trinity of seminal contributions to theoretical neuroscience, being the most spirited and least appreciated. In this chapter, we review its ... More


On the Discovery Procedure

Jackson L. Lee

in Shaping Phonology

Published in print:
2018
Published Online:
January 2019
ISBN:
9780226562452
eISBN:
9780226562599
Item type:
chapter
Publisher:
University of Chicago Press
DOI:
10.7208/chicago/9780226562599.003.0010
Subject:
Linguistics, Phonetics / Phonology

On what linguistic theory is about, Chomsky (1957) discussed three views: the discovery procedure, the decision procedure, and the evaluation procedure. Chomsky rejected the discovery view for being ... More


Technical Elements of Machine Learning for Intellectual Property Law

Anthony Man-Cho So

in Artificial Intelligence and Intellectual Property

Published in print:
2021
Published Online:
April 2021
ISBN:
9780198870944
eISBN:
9780191913532
Item type:
chapter
Publisher:
Oxford University Press
DOI:
10.1093/oso/9780198870944.003.0002
Subject:
Law, Intellectual Property, IT, and Media Law

Recent advances in artificial intelligence (AI) technologies have transformed our lives in profound ways. Indeed, AI has not only enabled machines to see (eg, face recognition), hear (eg, music ... More


Why Use Automated Machine Learning?

Kai R. Larsen and Daniel S. Becker

in Automated Machine Learning for Business

Published in print:
2021
Published Online:
July 2021
ISBN:
9780190941659
eISBN:
9780197601495
Item type:
chapter
Publisher:
Oxford University Press
DOI:
10.1093/oso/9780190941659.003.0001
Subject:
Business and Management, Information Technology, Innovation

Machine learning is involved in search, translation, detecting depression, likelihood of college dropout, finding lost children, and to sell all kinds of products. While barely beyond its inception, ... More


Spectral Methods for Dimensionality Reduction

Saul Lawrence K., Weinberger Kilian Q., Sha Fei, Ham Jihun, and Lee Daniel D.

in Semi-Supervised Learning

Published in print:
2006
Published Online:
August 2013
ISBN:
9780262033589
eISBN:
9780262255899
Item type:
chapter
Publisher:
The MIT Press
DOI:
10.7551/mitpress/9780262033589.003.0016
Subject:
Computer Science, Machine Learning

This chapter provides an overview of unsupervised learning algorithms that can be viewed as spectral methods for linear and nonlinear dimensionality reduction. Spectral methods have recently emerged ... More


Testing the Theory in Latin America

Nicole Baerg

in Crafting Consensus: Why Central Bankers Change Their Speech and How Speech Changes the Economy

Published in print:
2020
Published Online:
July 2020
ISBN:
9780190499488
eISBN:
9780190499518
Item type:
chapter
Publisher:
Oxford University Press
DOI:
10.1093/oso/9780190499488.003.0006
Subject:
Economics and Finance, Public and Welfare

This chapter moves from studying developed countries to a sample of countries in Latin America over time. The chapter presents evidence that an increase in the information environment, in terms of ... More


Central Bank Committees and Political Communication

Nicole Baerg

in Crafting Consensus: Why Central Bankers Change Their Speech and How Speech Changes the Economy

Published in print:
2020
Published Online:
July 2020
ISBN:
9780190499488
eISBN:
9780190499518
Item type:
chapter
Publisher:
Oxford University Press
DOI:
10.1093/oso/9780190499488.003.0004
Subject:
Economics and Finance, Public and Welfare

Using archival, textual information from Federal Open Market Committee (FOMC) transcript data as well as FOMC policy statements, chapter 4 demonstrates that when the chair and median member have ... More


Apperception

Richard Evans

in Human-Like Machine Intelligence

Published in print:
2021
Published Online:
August 2021
ISBN:
9780198862536
eISBN:
9780191895333
Item type:
chapter
Publisher:
Oxford University Press
DOI:
10.1093/oso/9780198862536.003.0011
Subject:
Computer Science, Artificial Intelligence

This paper describes a neuro-symbolic system for distilling interpretable logical theories out of streams of raw, unprocessed sensory experience. We combine a binary neural network, that maps raw ... More


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