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LDPC-cat codes for low-overhead quantum computing in 2D.
Nat Commun
January 2025
Université de Lorraine, CNRS, Inria, LORIA, F-54000, Nancy, France.
The main obstacle to large scale quantum computing are the errors present in every physical qubit realization. Correcting these errors requires a large number of additional qubits. Two main avenues to reduce this overhead are (i) low-density parity check (LDPC) codes requiring very few additional qubits to correct errors (ii) cat qubits where bit-flip errors are exponentially suppressed by design.
View Article and Find Full Text PDFPhenolic Compounds and Pharmacological Potential of Extracts for the Treatment of Neurodegenerative Diseases.
Plants (Basel)
January 2025
Department of Pharmaceutical Chemistry, National University of Pharmacy, 61168 Kharkiv, Ukraine.
The search for neuroprotective compounds in lavender is driven by its traditional use for brain health, with antioxidant activity serving as a key mechanism in reducing oxidative stress and supporting cognitive function. Lavender's potential to protect neurons is based on its calming, anti-stress properties, which increase the brain's resistance to neurodegeneration. Although lavender is not a traditional medicinal plant in Ukraine, it is increasingly recognised for its medicinal properties and is widely cultivated in the country.
View Article and Find Full Text PDFTime Perception Test in IntelliCage System for Preclinical Study: Linking Depression and Serotonergic Modulation.
Diagnostics (Basel)
January 2025
Institute of Higher Nervous Activity and Neurophysiology, Russian Academy of Sciences, 117465 Moscow, Russia.
The link between serotonergic modulation and depression is under debate; however, serotonin reuptake inhibitors (SRIs) are still the first-choice medicine in this condition. Disturbances in time perception are also reported in depression with one of the behavioral schedules used to study interval timing, differential-reinforcement-learning-of-low-rate, having been shown to have high predictive validity for an antidepressant effect. Here, we introduce an IntelliCage research protocol of an interval bisection task that allows more ecologically valid and less time-consuming rodent examination and provides an example of its use to confirm the previously reported acute effect of an SRI, clomipramine, on interval timing (increase in bisection point, D50).
View Article and Find Full Text PDFACformer: A unified transformer for arbitrary-frame image exposure correction.
Neural Netw
January 2025
School of Statistics and Data Science, Nankai University, Tianjin, 300071, China. Electronic address:
Both the single-image exposure correction (SEC) methods and multi-image exposure fusion (MEF) methods aim to obtain a well-exposed image, but from different number of input image(s). Despite their promising performance on the specific SEC or MEF task, few of these methods explores the inherent correlation behind the same goal of the SEC or MEF tasks. In this paper, we propose to unify the SEC and MEF tasks into a unified task of "Arbitrary-Frame Exposure Correction" (AF-EC) with arbitrary number of input frames.
View Article and Find Full Text PDFQuantitative interpretation and modelling of continuous nonprotein respiratory quotients.
Am J Physiol Endocrinol Metab
January 2025
Human and Animal Physiology, Wageningen University, Wageningen, The Netherlands.
The Respiratory Exchange Ratio (RER), which is the ratio of total carbon dioxide produced over total oxygen consumed, serves as a qualitative measure to determine the substrate usage of a particular organism on the whole-body level. Quantification of RER by its direct conversion into %Glucose (%G) and %Lipid oxidation (%L) at a given timepoint can be done by utilizing nonprotein respiratory quotient tables. These tables, however, are limited to specific increments, and intermediate RER values are not covered by these tables.
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