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1
A Computational Theory for the Emergence of Grammatical Categories in Cortical Dynamics
In: Computer Science: Faculty Publications and Other Works (2020)
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2
Towards High-End Scalability on Bio-Inspired Computational Models
In: Computer Science: Faculty Publications and Other Works (2020)
Abstract: Presentation at CyberColombia's Third HPC Summer School: Bio and Data Science Part 1 describes our work on developing a neurocomputational model inspired in specific features found in the mammalian cortex. Part 2 describes our software development efforts to build an HPC version of our work aimed at scalability on leadership class supercomputers, including a discussion of our strong and weak scaling results to date. Part 3 describes our efforts with software engineering and reproducibilty with a discussion of best practices for working with open source and hosting code, datasets, and analyses.
Keyword: artificial intelligence; Artificial Intelligence and Robotics; Computer Sciences; cortical dynamics; early language acquisition; grammar; high-performance computing; neurocomputational models; Neuroscience and Neurobiology; phonetics; reproducible research; scalability; software engineering; sparse distributed representations
URL: https://doi.org/10.6084/m9.figshare.12762260
https://ecommons.luc.edu/cs_facpubs/253
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A Computational Theory for the Emergence of Grammatical Categories in Cortical Dynamics
Dematties, Dario; Rizzi, Silvio; Thiruvathukal, George K.. - : Frontiers Media S.A., 2020
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4
Grammar emergence in cortical dynamics, a computational approach ...
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5
A Computational Theory for the Emergence of Grammatical Categories in Cortical Dynamics ...
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A Computational Theory for the Emergence of Grammatical Categories in Cortical Dynamics ...
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7
A Computational Theory for the Emergence of Grammatical Categories in Cortical Dynamics ...
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8
neurophon/neurophon: Release for PLOS submission ...
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9
neurophon/neurophon: Minor update to ensure future updates include Zenodo author/keyword metadata ...
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10
neurophon/neurophon: A Computational Theory for the Emergence of Grammatical Categories in Cortical Dynamics ...
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11
neurophon/neurophon: Prerelease ...
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12
neurophon/neurophon: A Computational Theory for the Emergence of Grammatical Categories in Cortical Dynamics ...
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13
Datasets used to train and test the Cortical Spectro-Temporal Model (CSTM)
In: Computer Science: Faculty Publications and Other Works (2019)
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14
Neurocomputational cortical memory for spectro-temporal phonetic abstraction.
In: Computer Science: Faculty Publications and Other Works (2019)
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15
Phonetic acquisition in cortical dynamics, a computational approach
In: Computer Science: Faculty Publications and Other Works (2019)
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16
Datasets used to train and test the Cortical Spectro-Temporal Model (CSTM). ...
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17
Datasets used to train and test the Cortical Spectro-Temporal Model (CSTM). ...
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18
Phonetic acquisition in cortical dynamics, a computational approach
Dematties, Dario; Rizzi, Silvio; Thiruvathukal, George K.. - : Public Library of Science, 2019
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19
A Multi-Platform Application Suite for Enhancing South Asian Language Pedagogy
In: Computer Science: Faculty Publications and Other Works (2003)
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