RE: https://fediscience.org/@PLOSBiology/116579076475476559

๐Ÿง  Interesting new work on #cortical #PopulationCoding: Revah, Wolf, Gutnick & Neef show that the #encoding performance of cortical #neurons is not determined by single-cell properties alone, but by a combination of #dendrite size, #synaptic noise statistics, ion channels, and population size.

๐Ÿงต1/2

After two weeks of wrangling, finally got the next batch of AV1 packages built for Arch into the repo. Should be back on the regular schedule of weekly releases unless something else rears its ugly head.

- Some packages require GCC 15 and absolutely hate GCC 16
- Zig 0.16 is not an option for a lot of stuff
- VapourSynth API v3 C headers are no longer included with the Arch Linux package, so had to grab those from the repo and get them to the right spot

#vapoursynth #encoding #av1 #archlinux

Quantizing Tangent Frames

์ด ๊ธ€์€ 3D ๊ทธ๋ž˜ํ”ฝ์Šค์—์„œ ์ •์ ์˜ ์ ‘์„  ๊ณต๊ฐ„(tangent frames)์„ ํšจ์œจ์ ์œผ๋กœ ์–‘์žํ™”ํ•˜๋Š” ๋‹ค์–‘ํ•œ ๊ธฐ๋ฒ•์„ ๋น„๊ต ๋ถ„์„ํ•œ๋‹ค. ์ €์ž๋Š” ์ •๊ทœ ์ง๊ต ์ ‘์„  ๊ณต๊ฐ„์„ ์ „์ œ๋กœ, 8๋ฐ”์ดํŠธ ๊ธฐ์ค€ SNORM10x6, 4๋ฐ”์ดํŠธ ๊ธฐ์ค€ ์˜ฅํƒ€ํ—ค๋“œ๋Ÿด ์ธ์ฝ”๋”ฉ, ์ฟผํ„ฐ๋‹ˆ์–ธ ์ธ์ฝ”๋”ฉ ๋“ฑ ์—ฌ๋Ÿฌ ๋ฐฉ๋ฒ•์˜ ๊ฐ๋„ ์˜ค์ฐจ๋ฅผ ์ธก์ •ํ–ˆ๋‹ค. ํŠนํžˆ ์ฟผํ„ฐ๋‹ˆ์–ธ ์ธ์ฝ”๋”ฉ์—์„œ 10๋น„ํŠธ 3์ถ•+2๋น„ํŠธ ์ถ• ์ธ๋ฑ์Šค ๋ฐฉ์‹์ด 4๋ฐ”์ดํŠธ ๋‚ด์—์„œ ๋น„๊ต์  ๋‚ฎ์€ ์˜ค์ฐจ๋ฅผ ๋ณด์ด๋ฉฐ ์‹ค์šฉ์ ์ž„์„ ์ œ์‹œํ•œ๋‹ค. ์ด ์—ฐ๊ตฌ๋Š” GPU์—์„œ ์ ‘์„  ๊ณต๊ฐ„์„ ์ €์žฅํ•  ๋•Œ ๋ฉ”๋ชจ๋ฆฌ ์ ˆ์•ฝ๊ณผ ํ’ˆ์งˆ ๊ฐ„ ๊ท ํ˜•์„ ๊ณ ๋ฏผํ•˜๋Š” ๊ทธ๋ž˜ํ”ฝ์Šค ๋ฐ AI ์—์ด์ „ํŠธ ๊ฐœ๋ฐœ์ž์—๊ฒŒ ์œ ์šฉํ•˜๋‹ค.

https://zeux.io/2026/04/30/quantizing-tangent-frames/

#graphics #quantization #tangentframes #encoding #gpu

Quantizing tangent frames

Iโ€™ve been working on tangent space generation recently, and also pondering the tradeoffs between QTangent and normal-angle storage. So when, in a completely unrelated discussion, someone said โ€œyou could store tangent and normal as two RGB10A2 attributesโ€, I decided I should measure this once and for all and write it up.

Danke an das City Carr๏ฟฝ Magdeburg f๏ฟฝr diese Anzeigetafel mit ausf๏ฟฝhrlichen und au๏ฟฝerordentlich n๏ฟฝtzlichen Informationen zum ๏ฟฝPNV.

(ich bezweifle allerdings wirklich, dass in Magdeburg morgens vom Hauptbahnhof und vom ZOB eine Stunde lang keine Busse und Bahnen abfahren โ€ฆ)

#CityCarre #Magdeburg #Encoding #Digitalisierung #CityCarreMagdeburg @schei_encoding

Why do I have Windows-1252 encoded En-Dashes in my file and folder paths on my LINUX NAS?

Wonder what software fucked that one up...

#Linux #Windows #Encoding

nowhere ยท an entire website encoded in a URL

Nowhere encodes an entire website into a URL. The content lives in the link itself and is never stored on a server. Hosted nowhere, present everywhere.

Charcuterie

A visual explorer for Unicode. Browse characters, discover related glyphs, and explore scripts, symbols, and shapes across the standard.

Charcuterie

Well, Qwen 3.6 35B A3B UD K_4_XL quantized model cannot reliably follow web standards too.

What does it mean concretely?

- It seems to produce structured C++ like a libcURL god: code compiles.โœ…
- The program runs until it reaches an external UTF-8 compliant API.โŒ

โš ๏ธ Scrap The RFC -> "rfc8259: JSON text exchanged between systems that are not part of a closed ecosystem MUST be encoded using UTF-8 [RFC3629]".

-> It broke my vibe (sarcasm intended). -> fAIl. #vibecoding #encoding #JSON

Hey @gianni I was just chatting with @yawnbox about a wild range of tech things, and, since I am starting to host an Immich instance in my home, I am considering to convert all my emails to JPEG XL, and I was wondering if there is a way to do so without risking to lose any metadata.

I am happy to read any links you might have but I need them to be as simple as possible because encoding/decoding stuff confuses me a lot. Not my thingโ€ฆ This is why I found your article explaining how AV1 works in simple words absolutely illuminating! Anyway, I just want to save storage space.

Also, I am a big big fan of Aviator, and I have been following your work for a while. Thanks so much for all of it!

#JXL #JPEGXL #JPEG #encoding #decoding #image #metadata #compression

AV1 for Dummies | Codec Wiki

AV1 for Dummies is a comprehensive, legible guide on how to get started with AV1 at any experience level. Whether you're on Windows using your first video encoding program, or a seasoned Linux user looking to optimize your encoding pipeline, this guide has you covered.

This sprint will feature three key topics: โœ…
- 3DTiles and the glTF encoding
- GIMI Standard
- Geoscience Markup Language (GeoSciML) Standard
#geoINT #3D #geospatial #Standards #API #encoding #codesprint28