Unlocking Time Series Insights with Deep Learning
![The fitted spectral-NN estimator, parameterized with [latex]M=L=10[/latex], a depth of 4, a width of 20, and [latex]q=20[/latex], demonstrates a capacity for modeling complex relationships within three-dimensional fMRI data, yet its very structure-like any theoretical framework-risks being swallowed by the inherent limitations of its own design.](https://arxiv.org/html/2601.00284v1/x1.png)
A new deep learning approach offers a computationally efficient way to analyze complex, high-dimensional time series data.
Fans think Eman Esfandi’s Spider-Man 4 role is most hated Marvel character of all time
The next Spider-Man movie, titled ‘Brand New Day,’ will be Tom Holland’s fourth film as the famous superhero. It continues the story after the events of ‘No Way Home,’ where everyone – including Peter Parker’s loved ones, MJ and Ned – forgot his secret identity as Spider-Man.
Vedal987 smashes Twitch Hype Train record for third time
The incredible achievement happened during a live broadcast on Twitch, where viewers showed their support for the AI VTuber by subscribing to the channel, sending gifts, and donating bits. This caused an overwhelming surge of excitement – far more than usually seen on the platform.
Is the “real” Stranger Things finale releasing on January 7? Conformity Gate rumor debunked
Before the latest episode of Stranger Things even aired on New Year’s Eve, fans started a petition asking for any extra footage from the final part of Season 5. They believe there are scenes that were filmed but didn’t make it into the finished episodes.
Horse breaks out of stable & wanders city in real-life Umamusume moment
The anime Umamusume frequently shows its horse characters relaxing and exploring life outside of school and training. Recently, a scene reminiscent of these moments actually happened in a Japanese city when a group of horses briefly escaped and wandered around town, just like in the show.
🚀 Bitcoin’s $100K Moon Shot: Gold’s Nap is Crypto’s Party Time! 🥳
The sages of the market, squinting at their charts like old farmers at the weather, have noticed a pattern as predictable as the seasons. From 2016 to 2026, Bitcoin has danced to gold’s tune, rising only after the precious metal has had its moment in the sun. This waltz was seen in 2017 and again in 2020, when gold reached its peak and then took a breather, leaving room for Bitcoin to strut its stuff. Michaël van de Poppe, a man who reads charts like a cowboy reads the stars, pointed out this recurring rhythm. “Gold’s had its day,” he drawled, “now it’s time for a nap.”
‘Scream’ Star Should Be DCU’s Wonder Woman, Says MCU Actor: “I’m Just Throwing It Out There”
In an interview with JoBlo, Simu Liu praised Jenna Barrera’s dedication while filming The Copenhagen Test, noting she consistently challenges herself. He then publicly campaigned for Barrera to be cast as Wonder Woman in the new DC Universe, even directly mentioning James Gunn. Liu, known for Shang-Chi and the Legend of the Ten Rings, believes Barrera’s impressive stunt work – which he described as “Wonder Woman-esque” – makes her an ideal candidate for the role.
Rainbow Six Siege hacked again as breach triggers 67-day bans
As a huge Rainbow Six Siege player, I was totally shocked on December 27th, 2025! It seemed like a lot of people were getting tons of free in-game currency, which meant they could unlock all sorts of cool skins and items. But it wasn’t all good news – right alongside that, a bunch of players were suddenly getting banned because the game servers had been hacked. It was a really weird and frustrating day for the community.
South Korean president calls hair loss a “matter of survival” for young men
South Korean President Lee Jae-myung recently suggested covering hair loss treatments with the country’s national health insurance, according to a report in The Hankyoreh. He asked officials to look into the possibility during a policy discussion.
Crypto Cards: The 500% Frenzy That Left Merchants Speechless! 🤯💸
Behold, the true aristocrats of this crypto carnival: EtherFi, Cypher, and their merry band of fintech jesters! EtherFi’s card alone hoarded $55.4 million, a sum so grand it could buy a castle in the cloud-if clouds accepted crypto. Cypher, with its $20.5 million, trails like a courtier at a royal ball. The other four cards? Merely background players in this farcical opera. 🎭💰