Barry Devereux

2024

How is a "kitchen chair" like a "farm horse"? Exploring the representation of noun-noun compound semantics in transformer-based language models

Ormerod, M., Martinez-del-Rincon, J. & Devereux, B., 01 Mar 2024, In: Computational Linguistics. 50, 1, p. 49-81

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2 Citations (Scopus)

31 Downloads (Pure)

2022

A zero-shot deep metric learning approach to Brain–Computer Interfaces for image retrieval

McCartney, B., Devereux, B. & Martinez-del-Rincon, J., 21 Jun 2022, In: Knowledge-Based Systems. 246, 14 p., 108556.

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10 Citations (Scopus)

83 Downloads (Pure)

On the similarities of representations in artificial and brain neural networks for speech recognition

Wingfield, C., Zhang, C., Devereux, B., Fonteneau, E., Thwaites, A., Liu, X., Woodland, P., Marslen-Wilson, W. & Su, L., 2022, In: Frontiers in Computational Neuroscience. 16, p. 1057439 1057439.

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2 Citations (Scopus)

55 Downloads (Pure)

2021

Deep Learning Proteins using a Triplet-BERT network

Lennox, M., Robertson, N. & Devereux, B., 09 Dec 2021, In: Annual International Conference of the IEEE Engineering in Medicine and Biology Society. IEEE Engineering in Medicine and Biology Society. Annual International Conference. 2021, p. 4341-4347 7 p.

Research output: Contribution to journal › Article › peer-review

4 Citations (Scopus)

Modelling Drug-Target Binding Affinity using a BERT based Graph Neural network

Lennox, M., Robertson, N. & Devereux, B., 09 Dec 2021, In: Annual International Conference of the IEEE Engineering in Medicine and Biology Society. IEEE Engineering in Medicine and Biology Society. Annual International Conference. 2021, p. 4348-4353 6 p.

Research output: Contribution to journal › Article › peer-review

6 Citations (Scopus)

Multiple Dimensions of Semantic and Perceptual Similarity Contribute to Mnemonic Discrimination for Pictures

Naspi, L., Hoffman, P., Devereux, B., Thejll-Madsen, T., Doumas, L. A. A. & Morcom, A., 2021, In: Journal of Experimental Psychology: Learning, Memory, and Cognition. 47, 12, p. 1903-1923 21 p.

Research output: Contribution to journal › Article › peer-review

8 Citations (Scopus)

Perceptual and Semantic Representations at Encoding Contribute to True and False Recognition of Objects

Naspi, L., Hoffman, P., Devereux, B. & Morcom, A. M., 06 Oct 2021, In: The Journal of neuroscience : the official journal of the Society for Neuroscience. 41, 40, p. 8375-8389 15 p.

Research output: Contribution to journal › Article › peer-review

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10 Citations (Scopus)

108 Downloads (Pure)

Predicting Semantic Similarity Between Clinical Sentence Pairs Using Transformer Models: Evaluation and Representational Analysis

Ormerod, M., Martínez Del Rincón, J. & Devereux, B., 26 May 2021, In: JMIR Medical Informatics. 9, 5, 17 p., e23099.

Research output: Contribution to journal › Article › peer-review

Open Access

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19 Citations (Scopus)

91 Downloads (Pure)

2020

Phexpo: A package for bidirectional enrichment analysis of phenotypes and chemicals: A package for bidirectional enrichment analysis of phenotypes and chemicals

Hawthorne, C., Simpson, D., Devereux, B. & Lopez Campos, G., 06 Jul 2020, In: JAMIA Open. 3, 2, p. 173-177 5 p.

Research output: Contribution to journal › Article › peer-review

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2 Citations (Scopus)

124 Downloads (Pure)

2019

A zero-shot learning approach to the development of brain-computer interfaces for image retrieval

McCartney, B., Martinez-Del-Rincon, J., Devereux, B. & Murphy, B., 2019, In: PLoS ONE. 14, 9, e0214342.

Research output: Contribution to journal › Article › peer-review

Open Access

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9 Citations (Scopus)

212 Downloads (Pure)

Balancing Prediction and Sensory Input in Speech Comprehension: The Spatiotemporal Dynamics of Word Recognition in Context

Klimovich-Gray, A., Tyler, L. K., Randall, B., Kocagoncu, E., Devereux, B. & Marslen-Wilson, W. D., 16 Jan 2019, In: The Journal of neuroscience : the official journal of the Society for Neuroscience. 39, 3, p. 519-527 9 p.

Research output: Contribution to journal › Article › peer-review

Open Access

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22 Citations (Scopus)

188 Downloads (Pure)

2018

Integrated deep visual and semantic attractor neural networks predict fMRI pattern-information along the ventral object processing pathway

Devereux, B. J., Clarke, A. & Tyler, L. K., 13 Jul 2018, In: Scientific Reports. 8, 1, p. 106-136

Research output: Contribution to journal › Article › peer-review

Open Access

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55 Citations (Scopus)

266 Downloads (Pure)

Oscillatory Dynamics of Perceptual to Conceptual Transformations in the Ventral Visual Pathway

Clarke, A., Devereux, B. J. & Tyler, L. K., Nov 2018, In: Journal of cognitive neuroscience. 30, 11, p. 1590-1605 16 p.

Research output: Contribution to journal › Article › peer-review

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20 Citations (Scopus)

813 Downloads (Pure)

2017

Decoding the cortical dynamics of sound-meaning mapping

Kocagoncu, E., Clarke, A., Devereux, B. J. & Tyler, L. K., 01 Feb 2017, In: Journal of Neuroscience. 37, 5, p. 1312-1319

Research output: Contribution to journal › Article › peer-review

Open Access

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43 Citations (Scopus)

304 Downloads (Pure)

Phonological and syntactic competition effects in spoken word recognition: evidence from corpus-based statistics

Zhuang, J. & Devereux, B. J., 07 Feb 2017, In: Language, Cognition and Neuroscience. 32, 2, p. 221-235

Research output: Contribution to journal › Article › peer-review

Open Access

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3 Citations (Scopus)

59 Downloads (Pure)

2016

Feature Statistics Modulate the Activation of Meaning During Spoken Word Processing

Devereux, B. J., Taylor, K. I., Randall, B., Geertzen, J. & Tyler, L. K., 01 Mar 2016, In: Cognitive Science. 40, 2, p. 325-350 26 p.

Research output: Contribution to journal › Article › peer-review

Open Access

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11 Citations (Scopus)

249 Downloads (Pure)

2015

Predicting the time course of individual objects with MEG

Clarke, A., Devereux, B. J., Randall, B. & Tyler, L. K., Oct 2015, In: Cerebral Cortex. 25, 10, p. 3602-3612

Research output: Contribution to journal › Article › peer-review

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84 Citations (Scopus)

244 Downloads (Pure)

2014

Automatic Extraction of Property Norm-Like Data FromLarge Text Corpora

Kelly, C., Devereux, B. & Korhonen, A., 06 Nov 2014, In: Cognitive Science. 38, p. 638-682 45 p.

Research output: Contribution to journal › Article › peer-review

10 Citations (Scopus)

The Centre for Speech, Language and the Brain (CSLB) concept property norms

Devereux, B. J., Tyler, L. K., Geertzen, J. & Randall, B., 01 Dec 2014, In: Behavior Research Methods. 46, 4, p. 1119-1127 9 p.

Research output: Contribution to journal › Article › peer-review

Open Access

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129 Citations (Scopus)

295 Downloads (Pure)

2013

Conceptual metaphor theory meets the data: a corpus-based human annotation study

Shutova, E., Devereux, B. J. & Korhonen, A., 2013, In: Language Resources and Evaluation. p. 1-24 24 p.

Research output: Contribution to journal › Article › peer-review

17 Citations (Scopus)

From Perception to Conception: How Meaningful Objects Are Processed over Time

Clarke, A., Taylor, K. I., Devereux, B., Randall, B. & Tyler, L. K., 01 Jan 2013, In: Cerebral Cortex. 23, 1, p. 187-197 11 p.

Research output: Contribution to journal › Article › peer-review

106 Citations (Scopus)

Objects and categories: feature statistics and object processing in the ventral stream

Tyler, L. K., Chiu, S., Zhuang, J., Randall, B., Devereux, B. J., Wright, P., Clarke, A. & Taylor, K. I., 01 Oct 2013, In: Journal of cognitive neuroscience. 25, 10, p. 1723-1735 13 p.

Research output: Contribution to journal › Article › peer-review

95 Citations (Scopus)

Representational Similarity Analysis Reveals Commonalities and Differences in the Semantic Processing of Words and Objects

Devereux, B. J., Clarke, A., Marouchos, A. & Tyler, L. K., 01 Nov 2013, In: The Journal of Neuroscience. 33, 48, p. 18906-18916 11 p.

Research output: Contribution to journal › Article › peer-review

139 Citations (Scopus)

Syntactic computations in the language network: characterizing dynamic network properties using representational similarity analysis

Tyler, L. K., Cheung, T. P. L., Devereux, B. J. & Clarke, A., 2013, In: Frontiers in Psychology. 4, 12 p., 271.

Research output: Contribution to journal › Article › peer-review

37 Citations (Scopus)

2012

Contrasting effects of feature-based statistics on the categorisation and basic-level identification of visual objects

Taylor, K. I., Devereux, B. J., Acres, K., Randall, B. & Tyler, L. K., 01 Mar 2012, In: Cognition. 122, 3, p. 363-374 12 p.

Research output: Contribution to journal › Article › peer-review

58 Citations (Scopus)

2011

Conceptual structure: Towards an integrated neurocognitive account

Taylor, K. I., Devereux, B. J. & Tyler, L. K., 01 Jul 2011, In: Language and Cognitive Processes. 26, 9, p. 1368-1401 34 p.

Research output: Contribution to journal › Article › peer-review

65 Citations (Scopus)

Left inferior frontal cortex and syntax: function, structure and behaviour in patients with left hemisphere damage

Tyler, L. K., Marslen-Wilson, W. D., Randall, B., Wright, P., Devereux, B. J., Zhuang, J., Papoutsi, M. & Stamatakis, E. A., 01 Feb 2011, In: Brain. 134, 2, p. 415 -431

Research output: Contribution to journal › Article › peer-review