Holographic Reduced Representations and Vector Symbolic Architectures as Tools for Cognitive Modelling. - Matthew A. Kelly; Robert L. West (CogSci, 2011)

From Vectors to Symbols to Cognition: The Symbolic and Sub-Symbolic Aspects of Vector-Symbolic Cognitive Models. - Matthew A. Kelly; Robert L. West (CogSci, 2012)

Compression and Decompression in Cognition. - Michael O. Vertolli; Matthew A. Kelly; Jim Davies (AGI, 2014)

The Memory Tesseract: Distributed MINERVA and the Unification of Memory. - Matthew A. Kelly; Douglas J. K. Mewhort; Robert L. West (CogSci, 2014)

The fan effect in overlapping data sets and logical inference. - Kam Kwok; Robert L. West; Matthew A. Kelly (CogSci, 2015)

Holographic Declarative Memory: Using Distributional Semantics within ACT-R. - Matthew A. Kelly; David Reitter (AAAI Fall Symposia, 2017)

A Framework for Theories of Human Memory. - Matthew A. Kelly; Robert L. West (AAAI Fall Symposia, 2017)

Why the Common Model of the mind needs holographic a-priori categories. - Nipun Arora; Robert L. West; Andrew Brook; Matthew A. Kelly (BICA, 2018)

How Language Processing can Shape a Common Model of Cognition. - Matthew A. Kelly; David Reitter (BICA, 2018)

Coherence in the Visual Imagination. - Michael O. Vertolli; Matthew A. Kelly; Jim Davies (Cogn. Sci., 2018)

Visually Grounded, Situated Learning in Neural Models. - Alexander G. Ororbia II; Ankur Arjun Mali; Matthew A. Kelly; David Reitter (CoRR, 2018)

Like a Baby: Visually Situated Neural Language Acquisition. - Alexander Ororbia; Ankur Arjun Mali; Matthew A. Kelly; David Reitter (ACL (1), 2019)

High-Dimensional Vector Spaces as the Architecture of Cognition. - Matthew A. Kelly; Nipun Arora; Robert L. West; David Reitter (CogSci, 2019)

Do we need neural models to explain human judgments of acceptability? - Wang Jing; Matthew A. Kelly; David Reitter (CogSci, 2020)

Which sentence embeddings and which layers encode syntactic structure? - Matthew A. Kelly; Yang Xu 024; Jesús Calvillo; David Reitter (CogSci, 2020)

Investigating the Structure of Emotion Concepts: Evidence from Property Generation. - Matthew A. Kelly; Evangelia G. Chrysikou (CogSci, 2020)

Holographic Declarative Memory: Distributional Semantics as the Architecture of Memory. - Matthew A. Kelly; Nipun Arora; Robert L. West; David Reitter (Cogn. Sci., 2020)

Towards a Predictive Processing Implementation of the Common Model of Cognition. - Alexander Ororbia; Matthew A. Kelly (CoRR, 2021)

Maze Learning Using a Hyperdimensional Predictive Processing Cognitive Architecture. - Alexander G. Ororbia II; Matthew Alex Kelly (AGI, 2022)

CogNGen: Building the Kernel for a Hyperdimensional Predictive Processing Cognitive Architecture. - Alexander Ororbia; Matthew Alex Kelly (CogSci, 2022)

CogNGen: Constructing the Kernel of a Hyperdimensional Predictive Processing Cognitive Architecture. - Alexander Ororbia; Matthew Alex Kelly (CoRR, 2022)

Like a bilingual baby: The advantage of visually grounding a bilingual language model. - Khai-Nguyen Nguyen; Zixin Tang; Ankur Mali; Matthew Alex Kelly (CoRR, 2022)