Rapid Communication with a “P300” Matrix Speller Using Electrocorticographic Signals (ECoG)

A brain–computer interface (BCI) can provide a non-muscular communication channel to severely disabled people. One particular realization of a BCI is the P300 matrix speller that was originally described by Farwell and Donchin (1988). This speller uses event-related potentials (ERPs) that include the P300 ERP. All previous online studies of the P300 matrix speller used scalp-recorded electroencephalography (EEG) and were limited in their communication performance to only a few characters per minute. In our study, we investigated the feasibility of using electrocorticographic (ECoG) signals for online operation of the matrix speller, and determined associated spelling rates. We used the matrix speller that is implemented in the BCI2000 system. This speller used ECoG signals that were recorded from frontal, parietal, and occipital areas in one subject. This subject spelled a total of 444 characters in online experiments. The results showed that the subject sustained a rate of 17 characters/min (i.e., 69 bits/min), and achieved a peak rate of 22 characters/min (i.e., 113 bits/min). Detailed analysis of the results suggests that ERPs over visual areas (i.e., visual evoked potentials) contribute significantly to the performance of the matrix speller BCI system. Our results also point to potential reasons for the apparent advantages in spelling performance of ECoG compared to EEG. Thus, with additional verification in more subjects, these results may further extend the communication options for people with serious neuromuscular disabilities

Following the excited state relaxation dynamics of indole and 5-hydroxyindole using time-resolved photoelectron spectroscopy

Time-resolved photoelectron spectroscopy was used to obtain new information about the dynamics of electronic relaxation in gas-phase indole and 5-hydroxyindole following UV excitation with femtosecond laser pulses centred at 249 nm and 273 nm. Our analysis of the data was supported by ab initio calculations at the coupled cluster and complete-active-space self-consistent-field levels. The optically bright 1La and 1Lb electronic states of 1\u3c0\u3c0* character and spectroscopically dark and dissociative 1\u3c0\u3c3* states were all found to play a role in the overall relaxation process. In both molecules we conclude that the initially excited 1La state decays non-adiabatically on a sub 100 fs timescale via two competing pathways, populating either the subsequently long-lived 1Lb state or the 1\u3c0\u3c3* state localised along the N-H coordinate, which exhibits a lifetime on the order of 1 ps. In the case of 5-hydroxyindole, we conclude that the 1\u3c0\u3c3* state localised along the O-H coordinate plays little or no role in the relaxation dynamics at the two excitation wavelengths studied.Peer reviewed: YesNRC publication: Ye

Nonuniform high-gamma (60-500 Hz) power changes dissociate cognitive task and anatomy in human cortex

High-gamma-band (\u3e60 Hz) power changes in cortical electrophysiology are a reliable indicator of focal, event-related cortical activity. Despite discoveries of oscillatory subthreshold and synchronous suprathreshold activity at the cellular level, there is an increasingly popular view that high-gamma-band amplitude changes recorded from cellular ensembles are the result of asynchronous firing activity that yields wideband and uniform power increases. Others have demonstrated independence of power changes in the low- and high-gamma bands, but to date, no studies have shown evidence of any such independence above 60 Hz. Based on nonuniformities in time-frequency analyses of electrocorticographic (ECoG) signals, we hypothesized that induced high-gamma-band (60-500 Hz) power changes are more heterogeneous than currently understood. Using single-word repetition tasks in six human subjects, we showed that functional responsiveness of different ECoG high-gamma sub-bands can discriminate cognitive task (e.g., hearing, reading, speaking) and cortical locations. Power changes in these sub-bands of the high-gamma range are consistently present within single trials and have statistically different time courses within the trial structure. Moreover, when consolidated across all subjects within three task-relevant anatomic regions (sensorimotor, Broca\u27s area, and superior temporal gyrus), these behavior- and location-dependent power changes evidenced nonuniform trends across the population. Together, the independence and nonuniformity of power changes across a broad range of frequencies suggest that a new approach to evaluating high-gamma-band cortical activity is necessary. These findings show that in addition to time and location, frequency is another fundamental dimension of high-gamma dynamics

About and beyond leading uniqueness and belongingness:A systematic review of inclusive leadership research

The purpose of this systematic review of 107 papers is to address the conceptual confusion about what inclusive leadership (IL) behavior entails and understand the theoretical development of IL. Synthesizing the divergent conceptualizations of inclusive leader behaviors, we propose a multilevel (i.e., employee, team, organizational) model of IL behavior consisting of four dimensions namely, fostering employee's uniqueness (e.g., promoting diversity); strengthening belongingness within a team (e.g., building relationships); showing appreciation (e.g., recognizing efforts and contributions); and supporting organizational efforts (e.g., promoting organizational mission on inclusion). Further, we provide a summary of studied variables as a nomological network in relation to inclusive leadership and an overview of the different theories (e.g., social exchange, intrinsic motivation) supporting the respective relationships and explaining the underlying mechanisms (e.g., reciprocity, motivation). We propose future research to empirically test the multi-level model of IL and examine the predictive value in terms of employee and organizational outcomes

SPECIES DISTRIBUTION MODELING FOR ARID ADAPTED HABITAT SPECIALISTS IN ZION NATIONAL PARK

The Arizona toad (Anaxyrus microscaphus) and Jones’ waxy dogbane (Cycladenia humilis var. jonesii) are habitat specialists with historical ranges in the desert southwest and specifically, Zion National Park (ZION). The machine learning method, MaxEnt, constructed species distribution models (SDMs) in ZION for the two study species at 30 m and 900 m spatial resolutions using climate, topographic, and remotely sensed data. Additionally, 900 m forecasting models were constructed to observe the shifts in suitable habitat for the years 2050 and 2070, based off two representative concentration pathway scenarios. Results indicate promising predictive power for both high resolution models (30m) for C. humilis var. jonesii and A. microscaphus with area under curve (AUC) test analysis of 0.715 and 0.810, respectively. Forecasting models displayed decreasing suitability for A. microscaphus with both climate scenarios applied to the model. However, C. humilis var. jonesii habitat increased with future scenarios applied to the MaxEnt models

Neural correlate of the construction of sentence meaning

The neural processes that underlie your ability to read and understand this sentence are unknown. Sentence comprehension occurs very rapidly, and can only be understood at a mechanistic level by discovering the precise sequence of underlying computational and neural events. However, we have no continuous and online neural measure of sentence processing with high spatial and temporal resolution. Here we report just such a measure: intracranial recordings from the surface of the human brain show that neural activity, indexed by γ-power, increases monotonically over the course of a sentence as people read it. This steady increase in activity is absent when people read and remember nonword-lists, despite the higher cognitive demand entailed, ruling out accounts in terms of generic attention, working memory, and cognitive load. Response increases are lower for sentence structure without meaning (“Jabberwocky” sentences) and word meaning without sentence structure (word-lists), showing that this effect is not explained by responses to syntax or word meaning alone. Instead, the full effect is found only for sentences, implicating compositional processes of sentence understanding, a striking and unique feature of human language not shared with animal communication systems. This work opens up new avenues for investigating the sequence of neural events that underlie the construction of linguistic meaning.United States. National Institutes of Health (EB00856)United States. National Institutes of Health (EB006356)United States. National Institutes of Health (EB018783)United States. Army Research Office (W911NF-08-1-0216)United States. Army Research Office (W911NF-12-1-0109)United States. Army Research Office (W911NF-14-1-0440)Eunice Kennedy Shriver National Institute of Child Health and Human Development (U.S.) (HD-057522

Community structure and the behavior of transnational sustainability governors: toward a multi-relational approach

Hundreds of transnational private governance organizations (TPGOs) have emerged in recent decades to govern social and environmental conditions of production using voluntary standards. A debate persists over whether the ties among different TPGOs and other organizations create a professional community that affects the behavior of TPGOs. To help resolve this debate, we analyze multiple ties among agriculture TPGOs to offer a more robust exploration of community structures and their potential effects for three forms of TPGO behavior - coordination, collaboration, and isomorphism. Our aggregate measure of ties reveals a thin community dominated by older TPGOs and TPGOs advancing a broad notion of sustainability that were created by Solidaridad, the World Wildlife Fund, and/or Unilever. The clearest community structures are built from ties that exhibit the potential for not actual collaboration, coordination, and isomorphism. Thus, while there exists convergence toward an emergent TPGO-community, obstacles remain to more intense behavioral effects for TPGOs.Public Health and primary car

Plant-Derived Catechols Are Substrates of TonB-Dependent Transporters and Sensitize Pseudomonas aeruginosa to Siderophore-Drug Conjugates

Pseudomonas aeruginosa is an opportunistic pathogen responsible for acute and chronic infections in immunocompromised hosts. This organism is known to compete efficiently against coinfecting microorganisms, due in part to the secretion of antimicrobial molecules and the synthesis of siderophore molecules with high affinity for iron. P. aeruginosa possess a large repertoire of TonB-dependent transporters for the uptake of its own, as well as xenosiderophores released from other bacteria or fungi. Here, we show that P. aeruginosa is also capable of utilizing plant-derived polyphenols as an iron source. We found that exclusively plant-derived phenols containing a catechol group (i.e., chlorogenic acid, caffeic acid, quercetin, luteolin) induce the expression of the TonB-dependent transporters PiuA or PirA. This induction requires the two-component system PirR-PirS. Chlorogenic acid in its Fe(III)-loaded form was actively transported by PiuA and PirA and supported growth under iron-limiting conditions. Coincidentally, PiuA and PirA are also the main TonB transporters for the recently approved siderophore-drug conjugate cefiderocol. Surprisingly, quercetin supplementation increased the susceptibility of P. aeruginosa to siderophore-drug conjugates, due to induction of; piuA; and; pirA; expression mediated by the PirR-PirS two-component system. These findings suggest a potential novel therapeutic application for these biologically active dietary polyphenols.; IMPORTANCE; Iron is an essential element for living organisms. Most bacteria synthesize species-specific iron chelators, called siderophores, able to capture iron from their host or the environment. Pseudomonas aeruginosa, an opportunistic pathogen, produces two endogenous siderophores but is able to acquire iron also via xenosiderophores, produced by other bacteria or fungi, using a set of conserved TonB transporters. Here, we show that P. aeruginosa is also able to use plant metabolites, like quercetin and chlorogenic acid, as siderophores. These metabolites possess an iron-chelating catechol group and are recognized and transported by the TonB transporters PirA and PiuA. Since these transporters also promote the specific uptake of siderophore-drug conjugates, P. aeruginosa exposed to these plant catechols becomes hypersusceptible to this novel class of antibiotics. This unexpected finding suggests a potential therapeutic application for quercetin and chlorogenic acid, which were mainly investigated for their antioxidant and anti-inflammatory properties