~/talk

Translating Brain Electrical Signals into Actions through Models...

TalkinSpanishat PyCon US 2024 · 2024-05-15..05-23· [large-language-models, machine-learning]
links:none on file
slides:none on file

A live demo shows how EEG from a Neurosity device is processed with FFT and a Random Forest classifier (trained on ~10–15 short sessions) to produce a 0–1 concentration score. That score is sent to ChatGPT via Python for context‑embedding prompts and to ElevenLabs to synthesize a cloned voice named Ale, forming a closed‑loop real‑time feedback pipeline; the presenter shares reproducible code, an ~$800 hardware cost, and notes occasional glitches (robotic speech, token limits).

AI-written summary · about

  1. 0:00Introduction
  2. 2:09Brain waves measurement
  3. 7:26Brain signal devices
  4. 11:14Live demo electrodes
  5. 13:22AI meditation agent
  6. 19:08Model processing
  7. 23:24Training real data
  8. 26:57AI tips closing
~/search
type to search 6,249 conferences, 138,987 speakers and 185,172 talks
~/help
cmdctrl k
search every conference, speaker and series
/
focus the filter search
h
home
c
conferences
s
speakers
e
series
t
light / dark — the status bar button does the same
?
this help
esc
close this, then clear every filter — or just the search, while you are typing in it

Ignored while you are typing. Pages without a filter rail have no search to focus.