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SleepExplain: Explainable Non-Rapid Eye Movement and Rapid Eye Movement Sleep Stage Classification from EEG Signal
arXiv:2606.07351v1 Announce Type: new Abstract: Classification of sleep stages is one of the most important diagnostic approaches for a variety of sleep-related disorders. Electroencephalography (EEG) is regarded as a powerful tool for examining the association between neurological effects and sleep phases since it correctly identifies sleep-related neurological alterations. During Non-Rapid Eye Movement (NREM) and Rapid Eye Movement (REM) sleep phases, a number of nerve and bodily functions...
Petrol stations ordered to 'rapidly' pass on fuel savings to UK motorists
Petrol stations ordered to 'rapidly' pass on fuel savings to UK motorists The price of oil has dropped from a peak of more than $112 (£83) a barrel but therte are concerns motorists have yet to feel the full benefit of this change Petrol stations have been told to “rapidly” pass on fuel savings to millions of long-suffering motorists. Drivers have been hammered by the soaring cost of filling-up since the Middle East conflict sent oil prices surging. But while oil has dropped form a peak of...
Japan rejects ‘new militarism’, says China is rapidly arming
Japan rejects ‘new militarism’, says China is rapidly arming Defence Minister Shinjiro Koizumi accuses China of lacking military transparency and stresses the importance of dialogue for regional stability. Japanese Defence Minister Shinjiro Koizumi has dismissed claims that Tokyo is pursuing “new militarism” and accused China of rapidly expanding its military with limited transparency. China continues to increase its defence spending at a high level, Koizumi said on Sunday at the Shangri-La...
'I've lost my butt': how rapid weight loss can leave you with less muscle and more fat
GLP-1 drugs such as Mounjaro are helping millions of people rapidly lose weight. But the changes happening inside the body go far beyond the number on the scale. Neelam Tailor investigates the growing debate around the possible risks of rapid weight loss from jabs and yo-yo dieting, which include loss of lean mass and consequences in older age.
'I've lost my butt': how rapid weight loss can leave you with less muscle and more fat
GLP-1 drugs such as Mounjaro are helping millions of people rapidly lose weight. But the changes happening inside the body go far beyond the number on the scale. Neelam Tailor investigates the growing debate around the possible risks of rapid weight loss from jabs and yo-yo dieting, which include loss of lean mass and consequences in older age.
'Wow!' | RCB make rapid start by taking out Gill and Sudharsan in back-to-back overs
IPL final: RCB make rapid start by taking out Shubman Gill and Sai Sudharsan Sunday 31 May 2026 15:38, UK Please use Chrome browser for a more accessible video player Defending champions Royal Challengers Bengaluru make a rapid start in their battle for the Indian Premier League title against Gujarat Titans, taking out Shubman Gill and Sai Sudharsan in the second and third overs.
Trump says Iran talks continue 'at rapid pace' as Tehran suspends negotiations after Lebanon strikes
US President Donald Trump on Monday said negotiations with Iran were continuing “at a rapid pace” despite fresh exchanges of fire that have tested the fragile ceasefire between the two sides. “Talks are continuing, at a rapid pace, with the Islamic Republic of Iran,” Trump wrote on Truth Social. The ceasefire, reached nearly two months ago after weeks of conflict, has come under renewed strain as US and Iranian forces exchanged strikes over the weekend and into Monday.
Intel Diamond Rapids to boost core counts to 192, but RIP Hyperthreading
Intel’s upcoming Diamond Rapids Xeon will boost core counts to 192, a 50 percent increase over last generation, the x86 giant revealed at Computex in Taipei this week. But while core counts continue to rise, in doing so Intel has managed to cut thread counts by a quarter. Yep, Hyperthreading – Intel's marketing for simultaneous multithreading – is officially dead.
RAPID: Layer-Wise Redundancy-Aware Pruning and Importance-Driven Token Merging for Efficient ViT
arXiv:2606.08156v1 Announce Type: new Abstract: Vision Transformers (ViTs) achieve strong performance but suffer from high computational costs due to quadratic self-attention complexity. Although token reduction techniques such as pruning and merging mitigate this, they typically overlook how representations evolve across network depth. We propose RAPID, a depth-aware token reduction framework that adapts reduction strategies to the layer-wise characteristics of token representations.
Egypt fossils show modern ocean fish rose rapidly after dinosaur extinction
Egypt fossils show modern ocean fish rose rapidly after dinosaur extinction Sadie Harley Scientific Editor Robert Egan Associate Editor The extinction that ended the Age of Dinosaurs is best known for clearing the way for the Age of Mammals on land. Scientists have long suspected that the same catastrophe also transformed life in the seas, opening ecological space for the rise of modern marine fish faunas. Yet the timing and geography of that transition have remained uncertain because of the...