Cell chipset growth continues to advance at a brisk tempo, bringing us superior gaming efficiency, accelerating the most recent AI options, and extra power-efficient PCs. Arm, one of many firms charting the course, has introduced its 2024 choice of CPU and GPU cores to energy these rising use circumstances. Some (however not all) of 2025’s…
Machine studying analysis goals to be taught representations that allow efficient downstream activity efficiency. A rising subfield seeks to interpret these representations’ roles in mannequin behaviors or modify them to reinforce alignment, interpretability, or generalization. Equally, neuroscience examines neural representations and their behavioral correlations. Each fields concentrate on understanding or bettering system computations, summary habits…
That is the primary in a collection of posts on group-equivariant convolutional neural networks (GCNNs). In the present day, we preserve it quick, high-level, and conceptual; examples and implementations will observe. In taking a look at GCNNs, we’re resuming a subject we first wrote about in 2021: Geometric Deep Studying, a principled, math-driven strategy to…
First issues first: The place are you able to get it? As of at the moment, you’ll be able to obtain the e-book or order a print copy from the writer, CRC Press; the free on-line version is right here. There’s, to my information, no drawback to perusing the net model – apart from one:…
In early Could 2024, Apple unveiled its new M4 processor, debuting within the newest iPad Professional somewhat than a MacBook or MacBook Air. We didn’t know a lot concerning the chip at its launch, however after digging deeper and completely investigating it, I’m able to share my findings. So, in the event you’re interested by…
