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holyr00d.bsky.social
Arkhistrategos The Line Group Ltd 〰️🛡️〰️ https://thelinegroup.ai Neuromantic 🧠 Polymath 💫 big 🎱 🧲energy Psycharch Noönaut. Audio Engineer working on human and machine intelligence, consciousness, neuromodulation, cognitive security, and signal intelligence👁️
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Explore TARAN. The Line Group Ltd's advanced EEG/BCI signal reconstruction platform in this engaging 2-minute video created to accompany our paper for the NeuS'25 conference 🎓 and g.tec BCI Award 🏆. 🔥 Witness TARAN’s operational framework come to life. Submission 12 🫡🧠⚡ youtu.be/GlF4KzKl_oU?...

finally completed my paper for NeuS'25 and g.tec BCI Award. NeuS'25 Paper TARAN Disruptive Neuro-Symbolic AI Systems for Real-Time Cognitive and Signal Modulation. LaTeX formatting was quite a learning experience. o1 and Grok helped greatly! But mainly Grok!! 🤭🫡

consciousness is moved by intent. 🧠⚡🪄👁️

Bart to the Future! 🤔

Preview of my software interfaces for my machine learning framework TARAN. Which currently reconstructs brain wave signals and patterns. this video will be apart of my submission to NeuS'25 this year. #neuroscience #bci #eeg #signalintelligence #NeuS2025 www.instagram.com/reel/DFn8Zyc...

with ChatGPT's help I got TARAN's reconstructed signal accuracy over 0.95, smashed it. next set of steps involve further training on other datasets and building custom rendering environments using LunarG Vulkan SDK for experiments 🫡〰️🛡️〰️

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🌟 Excited to share the latest update on TARAN’s Signal Viewer GUI! This advanced interface allows real-time visualization and tuning of signal components while opening the door to entirely new experiments in signal resonance and communication. Key features include:

I'm not a fan of how having an opinion on anything makes you far left or right to people who believe the ring masters producing the circus. I believe it's important to consider and learn from other people's views, as it helps with personal growth.

future data streaming part 5 🪄🧠🪬

future data streaming part 4 🪄🧠🪬

built ML model TARAN with ChatGPT's help. training it on neutral EEG data first starting with FFT power channels and bands, 160. built GUI to see signals in real-time rather than eval and debug at the end of training. onto raw EEG next then artifact and pharmacological data.

After 15 intense days filled with late nights and a few all-nighters dedicated to mastering advanced machine learning techniques and many many training runs. My custom model, TARAN, is delivering outstanding results in analyzing and reconstructing EEG signals. 🧠✨

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after installing and pimping out Tensorflow.. gpu goes brrr. honestly wish i started training an AI sooner. EEG dataset numbers are looking pretty solid but room for further improvement. 🫡〰️🛡️〰️🪄🧠

Oh what can arise from one identifying a sound in space! 🪄🐈‍⬛

when the holo data stream reveals itself 🪄〰️🧠 #focus21

nice start to the week getting granted access to @cerebrassystems.bsky.social , thank you 🫡 looking forward to creating my EEG artifact removal ML model with it in conjunction with GPT. then onto advanced realtime neural feedback systems 🪄🧠

one more step towards the reality of Argus Janus.

more great news today. I'm thrilled that Dstl recognized the strength of our Technical Narrative for the Argus Janus program, granting us access to their R-Cloud platform. Onward and upward! 🫡 〰️🛡️〰️ this week has been pretty magical 🪄

Charting the effects of pharmacological 🧠-modulation on auditory spatial awareness, demonstrating measurable increases in neural entropy and complexity. These shifts indicate greater information flow, heightened neural variability, and enhanced cognitive engagement. #Neuromodulation #EEGresearch

More charts derived from a Pharmacological 🧠-modulating EEG dataset. This time Gamma brainwave phase synchronization and coherence between EEG channels. 🧠🪄👀🪬 #neuroscience #eeg #neuromodulation

future data streaming part 3 🪄🧠🪬

I've been trying to get AI to replicate this but with the vertical universe sucking up the horizontal. i didn't know this actually existed until now. i experienced this view in a Monroe Institute Focus 21 session. sitting in space watching it happen.