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A protocol for trustworthy EEG decoding with neural networks

Author(s): Borra D; Magosso E; Ravanelli M;

Deep learning solutions have rapidly emerged for EEG decoding, achieving state-of-the-art performance on a variety of decoding tasks. Despite their high performance, existing solutions do not fully address the challenge posed by the introduction of many hyperparameters, defining data pre-processing, network architecture, network training, and data augment ...

Article GUID: 39549492


Bulk Free Radical Terpolymerization of Butyl Acrylate, 2-Methylene-1,3-Dioxepane and Vinyl Acetate: Terpolymer Reactivity Ratio Estimation

Author(s): Movafagh M; Meek KM; Scott AJ; Penlidis A; Dubé MA;

This investigation introduces the first estimation of ternary reactivity ratios for a butyl acrylate (BA), 2-methylene-1,3-dioxepane (MDO), and vinyl acetate (VAc) system at 50 °C, with an aim to develop biodegradable pressure-sensitive adhesives (PSAs). In this study, we applied the error-in-variables model (EVM) to estimate reactivity ratios. The ternar ...

Article GUID: 38794524


Respiratory sinus arrhythmia moderates the interpersonal consequences of brooding rumination

Author(s): Caldwell W; MacNeil S; Wrosch C; McGrath JJ; Dang-Vu TT; Morin AJS; Gouin JP;

Brooding rumination is an intrapersonal emotion regulation strategy associated with negative interpersonal consequences. Resting respiratory sinus arrhythmia (RSA), a psychophysiological marker of self-regulatory capacity, may buffer the association between maladaptive emotion regulation and negative interpersonal behaviors. The current work examines the ...

Article GUID: 36844897


Atorvastatin lowers serum calcium levels in lithium-users: results from a randomized controlled trial

Author(s): Soh JF; Bodenstein K; Yu OHY; Linnaranta O; Renaud S; Mahdanian A; Su CL; Mucsi I; Mulsant B; Herrmann N; Rajji T; Beaulieu S; Sekhon H; Rej S;

Background: Although lithium is considered the gold-standard treatment for bipolar disorder (BD), it is associated with a variety of major endocrine and metabolic side effects, including parathyroid hormone (PTH) dependent hypercalcemia. Aside from surgery and medication discontinuation, there ar ...

Article GUID: 36153583


Multiple Identifications of Employees in an Organization: Salience and Relationships of Foci and Dimensions

Author(s): Sidorenkov AV; Borokhovski EF; Stroh WA; Naumtseva EA;

This research addresses: (1) the salience of employees' social (organizational, sub-organizational, group, micro-group), interpersonal, and personal identifications and their dimensions (cognitive and affective); (2) and the relationship and structure of the identifications of employees in different areas of professional activity. The study was conduc ...

Article GUID: 35735392


Neural evidence for age-related deficits in the representation of state spaces

Author(s): Ruel A; Bolenz F; Li SC; Fischer A; Eppinger B;

Under high cognitive demands, older adults tend to resort to simpler, habitual, or model-free decision strategies. This age-related shift in decision behavior has been attributed to deficits in the representation of the cognitive maps, or state spaces, necessary for more complex model-based decision-making. Yet, the neural mechanisms behind this shift rem ...

Article GUID: 35510942


Engineering Yeast for De Novo Synthesis of the Insect Repellent Nepetalactone

Author(s): Davies ME; Tsyplenkov D; Martin VJJ;

While nepetalactone, the active ingredient in catnip, is a potent insect repellent, its low in planta accumulation limits its commercial viability as an alternative repellent. Here we describe for the first time de novo nepetalactone synthesis in Saccharomyces cerevisiae, enabling sustainable and scalable production. Nepetalactone production required intr ...

Article GUID: 34748704


Relationships between Employees&#39, Identifications and Citizenship Behavior in Work Groups: The Role of the Regularity and Intensity of Interactions

Author(s): Sidorenkov AV; Borokhovski EF;

This paper explores the relationships of various employees' identifications (personal, interpersonal, micro-group, group and organizational) in their two components (cognitive and affective) with two dimensions of organizational citizenship behavior (OCB): offering quality ideas and suggestions, and providing help and support within small work groups. ...

Article GUID: 34206317


Predicting Interpersonal Outcomes From Information Processing Tasks Using Personally Relevant and Generic Stimuli: A Methodology Study

Author(s): Serravalle L; Tsekova V; Ellenbogen MA;

Despite evidence of differential processing of personally relevant stimuli (PR), most studies investigating attentional biases in processing emotional content use generic stimuli. We sought to examine differences in the processing of PR, relative to generic, stimuli across information processing tasks and to validate their use in predicting concurrent int ...

Article GUID: 33071861


What attributes are relevant for drainage culverts to serve as efficient road crossing structures for mammals?

Author(s): Brunen B, Daguet C, Jaeger JAG

J Environ Manage. 2020 Aug 15;268:110423 Authors: Brunen B, Daguet C, Jaeger JAG

Article GUID: 32510423


The Role of the Size of the Small Group and Informal Subgroups in Intragroup Conflicts.

Author(s): Sidorenkov AV, Borokhovski EF

Behav Sci (Basel). 2020 Apr 28;10(5): Authors: Sidorenkov AV, Borokhovski EF

Article GUID: 32353947


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