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04/06/2023
Semantic Information in a model of Resource Gathering Agents
We explore the application of a new theory of Semantic Information to th...
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01/17/2023
Generalized Zurek's bound on the cost of an individual classical or quantum computation
We consider the minimal thermodynamic cost of an individual computation,...
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06/29/2022
Information geometry of excess and housekeeping entropy production
A nonequilibrium system is characterized by a set of thermodynamic force...
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03/09/2021
The state dependence of integrated, instantaneous, and fluctuating entropy production in quantum and classical processes
Given a fixed physical process, we consider the entropy production (EP) ...
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08/31/2020
The Computational Capacity of Memristor Reservoirs
Reservoir computing is a machine learning paradigm in which a high-dimen...
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08/25/2020
Entropy production and thermodynamics of information under protocol constraints
We investigate bounds on the entropy production (EP) and extractable wor...
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08/23/2019
A novel approach to multivariate redundancy and synergy
Consider a situation in which a set of n "source" random variables X_1,....
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03/21/2019
Decomposing information into copying versus transformation
In many real-world systems, information can be transmitted in two qualit...
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08/23/2018
Pathologies in information bottleneck for deterministic supervised learning
Information bottleneck (IB) is a method for extracting information from ...
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06/11/2018
Exact, complete expressions for the thermodynamic costs of circuits
Common engineered systems implement computations using circuits, as do m...
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06/26/2017
The Minor Fall, the Major Lift: Inferring Emotional Valence of Musical Chords through Lyrics
We investigate the association between musical chords and lyrics by anal...
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06/08/2017
Estimating Mixture Entropy with Pairwise Distances
Mixture distributions arise in many parametric and non-parametric settin...
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05/06/2017
Nonlinear Information Bottleneck
Information bottleneck [IB] is a technique for extracting information in...
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12/02/2014
Extraction of Pharmacokinetic Evidence of Drug-drug Interactions from the Literature
Drug-drug interaction (DDI) is a major cause of morbidity and mortality ...
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10/02/2012
Evaluation of linear classifiers on articles containing pharmacokinetic evidence of drug-drug interactions
Background. Drug-drug interaction (DDI) is a major cause of morbidity an...
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06/19/2011