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B&M £2 item 'brings colour to gardens' and 'brightens up spaces'
B&M £2 item 'brings colour to gardens' and 'brightens up spaces' The high street retailer is continuing to expand its garden range with budget-friendly options Garden transformations are topping the wish lists of many shoppers this summer, and B&M has launched a range of new offers designed to help customers revamp their outdoor areas without breaking the bank. From seating and illumination to ornamental touches and functional extras, the discount chain is steadily building its garden...
B&M 'stylish' £20 item 'suits any garden' similar to B&Q 'versatile' £40 item
B&M 'stylish' £20 item 'suits any garden' similar to B&Q 'versatile' £40 item B&M is selling a £20 solar-powered item described as stylish and suited to any outdoor space Bargain hunters keen to brighten up their outdoor spaces on a budget might want to make a beeline for B&M. The discount chain is stocking a garden must-have that it claims will "suit any garden" – and the wallet-friendly price tag is beginning to turn heads among shoppers. Describing the £20 Solar Powered Metal Side Table,...
B&M £10 item 'adds character and charm' to gardens with two uses
B&M £10 item 'adds character and charm' to gardens with two uses B&M has issued a 'Hurry Low Stock' warning on the item, now half price at £10 Summer is nearly upon us, and you know what that means. It's garden transformation time, as shoppers hunt for ways to spruce up their outdoor areas without spending a fortune. B&M, a discount retailer with more than 700 stores across the UK and Ireland, keeps expanding its ever-growing selection of bargains on garden furniture, accessories and...
Approximate Algorithms for Chamfer Distance Under Translation
arXiv:2605.25280v2 Announce Type: replace Abstract: Given two sets of points A and B, $|A| = m$, $|B| = n$, the Chamfer distance from $A$ to $B$ is defined as $\operatorname{CD}(A,B) = \sum_{a\in A} \min_{b\in B} d(a,b)$, where $d$ is a distance metric. Chamfer distance is a popular measure of dissimilarity between two sets of points that has seen increasing usage in computer vision and information retrieval as a substitute for the more computationally demanding Earth Mover's distance.
Ultrafast machine learning on FPGAs via Kolmogorov-Arnold Networks
Ultrafast machine learning on FPGAs via Kolmogorov-Arnold Networks This post is a high-level explainer for my Master’s thesis, which involves designing hardware architectures for ultrafast inference and online learning using the Kolmogorov-Arnold Network (KAN) architecture. I’ll assume familiarity with standard machine learning concepts, as well as some understanding of hardware and digital circuits; read my previous post here for the latter. Please read the two papers below for more...
A thalamus–brainstem attractor network drives history-biased decisions
Abstract Natural environments often change gradually, making it adaptive to bias decisions on the basis of the recent past — a phenomenon known as serial dependence1,2,3. Large-scale recordings during behaviour have identified that serial dependence is a common motif for decision-making, with neural representations of past experiences found throughout the brain4,5,6,7,8,9,10,11. However, it remains unclear whether this bias arises from dedicated neural circuits with history-specific...
SIRT7 regulates dosage compensation and safeguards the female X chromosome
Abstract Sirtuins are deacetylases implicated in stress responses and longevity in mammals1,2. Although their differential impact on disease for the two sexes has been noted3,4,5,6,7, the underlying reasons are unclear. Here, using Sirt7 as a model in mice, we examine the mechanisms leading to sex differences and find that Sirt7−/− female mice have decreased fitness throughout their lifespan.
Light-induced quantum friction of carbon nanotubes in water
Abstract Friction slows down moving objects at both macroscopic and microscopic scales1. At the electronic level, quantum friction describes direct transfer of momentum between a liquid and the electrons of a solid2. Owing to its microscopic nature, this phenomenon remains experimentally challenging to capture3.
Diverse binding poses of agonistic neurotoxins on human Na<sub>v</sub>1.6
Abstract Voltage-gated sodium (Nav) channels are key targets of various venomous toxins. Deciphering the binding poses and mechanisms of action of representative toxins will help to dissect the functional mechanism of the channels and facilitate therapeutic development targeting Nav channels1,2. Here we present cryo-electron microscopy (cryo-EM) structures of distinct binding poses of three agonistic peptide toxins on the human Nav1.6–β1 channel complex.
Amplified Arctic iceberg traffic reshapes benthic biodiversity
Abstract The Arctic is undergoing rapid warming, resulting in retreating sea ice and glaciers1, yet how cryospheric changes propagate into the deep ocean remains poorly understood2. Here we identify a climate-driven mechanism linking accelerating glacier disintegration to an increase in deep-sea hard-bottom habitats far beyond calving fronts. Seafloor observations in Fram Strait show a localized increase in the density and patchiness of dropstones delivered by debris-laden icebergs.