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A Minimalist Brain-Computer Musical Interface for Real-Time Emotion-Driven Sonification: System Design and Preliminary Evaluation

arXiv:2606.01473v1 Announce Type: new Abstract: This paper presents a minimalist brain-computer Musical Interface (BCMI) that functions as a real-time affective sonification system, translating prefrontal EEG activity into adaptive music. Emotional valence is estimated from frontal alpha asymmetry (AF7/AF8) and mapped to musical features such as mode, tempo, rhythmic density, and pitch register through a stochastic generative algorithm. The system integrates wireless EEG acquisition,...

arXiv CS 8d ago

The Smart Bird Feeders Everyone’s Talking About (and Actually Buying) (2026)

you’ve probably seen a smart bird feeder or know someone who has one. They’re easily recognizable with their clear housing, cameras, and solar panels. Perhaps a friend or family member has sent you a photo or video of a bright goldfinch or handsome woodpecker (guilty).

Wired 1d ago

Ask HN: What are tools you have made for yourself since the advent of AI?

I've made a number of ceramic molds for slumping fused glass into bowls. As well as wooden templates for ceramic mugs. I've devised a few carrying tools to move glass frit paintings from my studio down to my barn where the kilns sit without spilling the glass.

Hacker News 1d ago

Salesforce waves bye-bye to UI in 'headless' embrace

Salesforce is promoting its "Headless 360" initiative, which allows customers to access Salesforce data through external applications like ChatGPT and Slack, rather than solely through the native user interface. Since its launch, the platform has seen significant adoption, processing millions of API calls. The company aims to expand its market reach and introduce a new monetization stream by integrating its CRM into users' existing workflows.

The Register 13d ago

The future of agriculture

The future of agriculture Lisa Lock Scientific Editor Andrew Zinin Lead Editor It's a mild early spring morning at the historic Cottonwood Field Station in western South Dakota, and a herd of 150 Angus steers are scheduled to move to a new pasture rotation. Moving cattle can be tricky and often requires some extra help, electrical fencing and quite a bit of time. But today, there are no extra ranchers, no gates swinging open and no temporary fences in place.

Phys.org 8d ago

The Old Campaign Playbook Is Dead

Subscribe here: Apple Podcasts | Spotify | YouTube How do you build a winning campaign for the era of AI? In the aftermath of the 2024 race, Democrats have been struggling to adapt to the new logic of the attention economy.

The Atlantic 5d ago