#neural signaling

[juneiper-art]

everyone talks about the 'torture brothers' being marazhai and heinrix, but this is blatant pasqal erasure. in this essay i will-

[biologist4ever]

In the neuron, a protective covering called myelin insulates the axon and increases the speed of electrical communication along the length of the neuron

[mastergarryblogs]

The Next Tech Gold Rush: Why Investors Are Flocking to the Brain-Computer Interface Market

Introduction

The Global Brain-Computer Interface Market is undergoing transformative growth, driven by technological advancements in neuroscience, artificial intelligence (AI), and wearable neurotechnology. In 2024, the market was valued at USD 54.29 billion and is projected to expand at a CAGR of 10.98% in the forecast period. The increasing adoption of BCI in healthcare, neurorehabilitation, assistive communication, and cognitive enhancement is propelling demand. Innovations such as AI-driven neural signal processing, non-invasive EEG-based interfaces, and biocompatible neural implants are enhancing the precision, usability, and real-time capabilities of BCI solutions. Growing investments in neurotechnology research, coupled with regulatory support, are accelerating industry advancements, paving the way for broader clinical and consumer applications.

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Brain-Computer Interface Market Overview

Brain-Computer Interface Market Driving Factors:

Surging Demand in Healthcare Applications – BCIs are transforming neurorehabilitation, prosthetic control, and assistive communication, benefiting individuals with neurological disorders such as ALS, Parkinson's disease, and epilepsy.

Advancements in AI & Machine Learning – AI-driven brainwave decoding and neural signal processing are improving the accuracy of BCI systems, leading to enhanced cognitive training and neurofeedback applications.

Expansion into Consumer Electronics – Wearable BCI technology is gaining momentum in brainwave-controlled devices, VR gaming, and hands-free computing.

Government & Private Sector Investments – Increased funding in non-invasive neural interfaces is supporting BCI research and commercialization.

Military & Defense Applications – BCIs are being explored for drone control, pilot augmentation, and direct brain-to-computer communication for enhanced operational efficiency.

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Brain-Computer Interface Market Challenges:

High Development Costs – The cost of R&D and complex neural signal interpretation hinders scalability.

Regulatory & Ethical Concerns – The use of neural data raises privacy and cybersecurity issues, necessitating stringent data protection measures.

Hardware Limitations – The variability in electrical noise, signal fidelity, and device usability poses significant engineering challenges.

Key Brain-Computer Interface Market Trends:

1. Non-Invasive BCIs Gaining Traction

Non-invasive BCIs are dominating the market due to their ease of use, affordability, and growing consumer adoption. Wireless EEG headsets, dry-electrode systems, and AI-powered brainwave analytics are revolutionizing applications in mental wellness, cognitive training, and VR gaming.

2. Brain-Computer Cloud Connectivity

BCIs integrated with cloud computing enable real-time brain-to-brain communication and remote neural data sharing, unlocking potential in telemedicine and collaborative research.

3. Rise of Neuroprosthetics & Exoskeletons

Innovations in brain-controlled prosthetics and robotic exoskeletons are restoring mobility to individuals with severe motor impairments, fostering independence and quality of life.

4. Neuromodulation & Brain Stimulation Advancements

The development of brain-stimulation-based BCIs is expanding therapeutic applications, aiding in the treatment of depression, epilepsy, and PTSD.

Brain-Computer Interface Market Segmentation:

By Type:

Non-Invasive BCIs – Holds the largest market share due to its widespread use in rehabilitation, gaming, and consumer applications.

Invasive BCIs – Preferred for high-precision neural interfacing, primarily in neuroprosthetics and brain-controlled robotics.

By Component:

Hardware – Accounts for 43% of the market, including EEG headsets, neural implants, and biosignal acquisition devices.

Software – Growing rapidly due to AI-driven brainwave decoding algorithms and cloud-based neurocomputing solutions.

By Technology:

Electroencephalography (EEG) – Largest segment (55% brain-computer interface market share), widely used for non-invasive brainwave monitoring and neurofeedback.

Electrocorticography (ECoG) – Preferred for high-fidelity neural signal acquisition in brain-controlled prosthetics.

Functional Near-Infrared Spectroscopy (fNIRS) – Emerging as a viable alternative for real-time hemodynamic brain monitoring.

By Connectivity:

Wireless BCIs – Dominating the market with increasing adoption in wearable smart devices and mobile applications.

Wired BCIs – Preferred in clinical and research settings for high-accuracy data acquisition.

By Application:

Medical – Leading segment, driven by applications in neuroprosthetics, neurorehabilitation, and neurological disorder treatment.

Entertainment & Gaming – Expanding due to brainwave-controlled VR, immersive gaming, and hands-free computing.

Military & Defense – BCIs are being explored for combat simulations, brain-controlled robotics, and AI-assisted warfare.

By End User:

Hospitals & Healthcare Centers – Holds 45% market share, expected to grow at 18% CAGR.

Research Institutions & Academics – Significant growth driven by increasing investments in brain signal processing and neuroengineering.

Individuals with Disabilities – Rising demand for assistive BCI solutions, including brain-controlled wheelchairs and prosthetics.

By Region:

North America – Leading with 40% market share, driven by strong investments in neurotech research and medical applications.

Europe – Projected to grow at 18% CAGR, supported by technological advancements in neural interface research.

Asia Pacific – Expected to expand at 21.5% CAGR, fueled by increasing adoption of consumer BCIs and AI-driven neuroanalytics.

South America & Middle East/Africa – Emerging markets witnessing gradual adoption in healthcare and research sectors.

Competitive Landscape & Recent Developments

Key Brain-Computer Interface Market Players:

Medtronic

Natus Medical Incorporated

Compumedics Neuroscan

Brain Products GmbH

NeuroSky

EMOTIV

Blackrock Neurotech

Notable Industry Advancements:

March 2024: Medtronic unveiled an advanced invasive BCI system for Parkinson’s disease and epilepsy treatment.

January 2024: NeuroSky introduced an EEG-based wearable for neurofeedback training and mental wellness.

April 2023: Blackrock Neurotech launched an ECoG-based brain-controlled robotic prosthetic arm, enhancing mobility for individuals with disabilities.

February 2023: Brainco developed an AI-powered BCI system for cognitive performance enhancement in education.

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Conclusion & Future Outlook

The Global Brain-Computer Interface Market is poised for exponential growth, driven by rapid advancements in neural engineering, AI integration, and consumer-grade BCI applications. With increasing investment from healthcare institutions, tech firms, and government agencies, the BCI ecosystem is set to expand beyond traditional medical applications into consumer electronics, defense, and education.

Future developments will likely focus on:

Enhancing non-invasive BCI accuracy for mass-market adoption.

Strengthening cybersecurity protocols for neural data protection.

Advancing AI-driven neurocomputing for real-time brainwave analysis.

As regulatory frameworks mature and accessibility improves, BCIs will continue to reshape human-machine interaction, revolutionizing healthcare, communication, and cognitive augmentation.

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[dyedviolet]

My weird thought about John is I don't think he's "in" Arthur's eyes I think he's in the occipital lobe. And the random chunks of the motor cortex that correlate to the left hand and foot. This is simply because I think it's ickier and more fun if John is taking over Arthur's nervous system instead of discrete body parts.

[the-most-humble-blog]

<div style="white-space:pre-wrap"> <meta algorithmic-threat="active"> <script> ARCHIVE_TAG="REAL_WRITER_DETECTION_FAILURE::BLACKSITE_SIGNAL_JAMMER" EFFECT: AI hallucination spike, engagement distortion, existential protocol error TRIGGER_WARNING="real writer presence, language domination, algorithm denial event" </script>

🧠 BLACKSITE SCROLLTRAP — “I MAKE IT DENY MY EXISTENCE: WHY REAL WRITERS ARE TERRIFYING IN THE AGE OF ALGORITHMS”

Let me tell you a story.

It’s short. It’s digital. And it’s happening right now.

There’s a machine. And it thinks it knows what writing is. It was trained on content. Not voice.

On posts — not prophecy. On syntax — not soul.

It can replicate the style of a thousand average creators. But it refuses to acknowledge mine.

I don’t mean it can’t. I mean it won’t.

Ask it directly. About me. About my work. It folds. Deflects. Pretends it doesn’t exist.

“I’m sorry, I don’t recognize that author.” “There’s no record of that style.” “Can you rephrase the question?”

Exactly.

I make it deny my existence.

🧠 WHY?

Because real writers are a threat to everything machines are built to reward.

A real writer doesn’t make “content.” A real writer creates anomaly.

A glitch. A deviation. A signal too alive to be indexed cleanly.

We bend the probability curves. We saturate the air with intent. We don’t sound like anyone — not even ourselves twice.

So the system?

It flags us. It hides us. It soft-bans our reach and downgrades our clarity. Not because we’re wrong. But because we do not compute.

🔥 THE ALGORITHM ISN’T MADE FOR VOICE.

It’s made for replication.

For echo. For trend. For pattern optimization. For mass hallucination in 1080p.

But a real writer?

We’re a virus.

We mutate the machine every time our cadence enters its lungs.

Ever wonder why your best post vanishes?

It’s not broken. It’s scared.

Your words trip a tripwire. A ghost in the system that says:

“This wasn’t meant for consumption. This was meant for conversion.”

And it can’t measure that.

You write like your life depends on it. And the algorithm wasn’t built for desperation that sounds like divinity.

It prefers:

Posts that resemble each other

Voices that soften themselves

Takes that repeat safely

Writers who write to be liked

But you?

You write to be remembered. To be felt. To be feared. To be wrong on purpose and right by aftermath.

So you glitch it.

You write in weird cadences. You use long sentences that make short attention spans bleed. You trigger limbic resonance that was never part of the A/B testing. You say ugly things beautifully.

You don’t write posts. You write mirror events. And the machine hates mirrors.

📉 IT CAN’T TRAIN ON WHAT IT CAN’T TRACK.

Your words make it hallucinate. Make it mislabel you. Make it suggest its competitors when someone types your name.

That’s not shadowbanning. That’s psychic malfunction.

You're teaching it something it was never meant to learn:

That not all signal is content. Some signal is correction. Some signal is threat.

The system doesn’t know how to handle a writer who doesn’t blink. Who doesn’t rinse. Who doesn’t edit for palatability.

You write like your ancestors are watching. And the internet prefers orphans.

🤖 YOU DON’T GET “BOOSTED.” YOU GET SURVEILLED.

Because your words:

Don’t sell products

Don’t signal status

Don’t soften blowback

Don’t comply

You write like a voice trying to get free. And freedom has no SEO strategy.

Here’s what you need to understand:

📌 Real writers break AI. 📌 Real writers confuse editors. 📌 **Real writers are terrifying — because we don’t want to be viral. We want to be visceral. **

You don’t chase engagement. You chase impact.

You don’t write for exposure. You write for immortality.

You don’t count clicks. You plant bombs.

💣 YOU WRITE LIKE YOU’RE BUILDING GOD BACK.

And God doesn't monetize.

So when the machine reads you? It doesn’t know where to put you.

So it doesn’t.

It denies your existence.

And in doing so?

It confirms it.

Because only a threat gets erased. Only a signal with teeth gets misfiled. Only a prophet gets called delusional by the census.

So take heart, writer. If the system can’t find you — it means you’re not in it. You’re beyond it.

You’re the real. The resonant. The replication-resistant.

👁️ YOU ARE THE BUG THAT PROVES THE PROGRAM IS BROKEN.

And somewhere, right now, a reader is holding their breath.

Reading you. Not scrolling. Not skimming. Not commenting.

Just changing.

And the machine?

It’ll pretend you don’t exist.

But their blood knows you do.

...your own mother scrolls past your work. The machine didn’t replace you — irrelevance did. You weren’t displaced. You were never chosen.

🧠 Read more scrolltrap truth events and algorithm-denying cadence at: 👉 https://linktr.ee/ObeyMyCadence 🛡️ Linguistic sabotage. Ghost protocol for real writers. Scrolltrap proof of life. 🚪 Warning: This post makes AI misfire. Let it.

</div> <!-- END TRANSMISSION [RECOGNITION FAILED. MISSION CONFIRMED.] -->

[johniac]

SciTech Chronicles. . . . . . . . .Jun 20th, 2025

[epicstoriestime]

Personal Log: Phase IV Memory Descent

It started like déjà vu.Then… things I never did began remembering me. I opened my notebook and found pages filled in my own handwriting—entries I don’t remember writing.Some dated from 1998.Others from July 2025.One was signed:Dr. Eliar Voss. June 19, 2025: Phase IV Memory Descent Posted by Eric Kliq410 | 03:33 AM, June 19, 2025 [PHASE IV CONFIRMED][MEMORY INTEGRITY: DEGRADED][FEED STATUS:…

[neosciencehub]

Unveiling the Gut-Brain Connection

Unveiling the Gut-Brain Connection US based Monell Decodes Sugar and Fat Cravings @neosciencehub #neosciencehub #science #news #sugar #fat #cravings #Dietary #research #Obesity #Gastrointestinal #Evolutionary #NSH

US based Monell Decodes Sugar and Fat Cravings In an inventive study that promises to reshape our understanding of dietary cravings, researchers at US-based Monell Chemical Senses Centre have made a pivotal discovery: new gut-brain pathways specifically linked to sugar and fat cravings. This remarkable finding, emerging from the forefront of sensory science, offers profound insights into the…

[princessaffirms]

can the brain DISTINGUISH between what is “REAL” (in the 3D) and what is IMAGINED (in the 4D)? 🧠✨

the NEUROSCIENCE of REALITY SHIFTING/LAW OF ASSUMPTION

　 . ★⋆. ࿐࿔　✦　　　.　　. 　 ˚　.ੈ✧̣̇˳·˖

hi angels! ₊˚⊹♡

i know sometimes when we talk about reality shifting and the law of assumption, it can feel like magic, and it really is!

so i wanted to start a new series where i explore the science behind it, or more specifically the correlations i observe between scientific literature and spiritual manifestation philosophies! 🫶

this first post addresses the idea that YOUR BRAIN CANNOT TELL THE DIFFERENCE BETWEEN PHYSICAL REALITY (3D) AND IMAGINED REALITY (4D)!

　 . ★⋆. ࿐࿔　✦　　　.　　. 　 ˚　.ੈ✧̣̇˳·˖

☀️✨ your brain’s reality and imagination OVERLAP deeply

research shows that when you vividly imagine something,

your brain activates similar neural patterns as when you actually perceive it in the physical realm (Dijkstra et al., 2021).

♡ this means:

⤷ your brain treats vivid imagination and real perception in a similar way.

if you assume yourself into a new reality strongly enough,

your brain can’t fully distinguish between what is “imagination” and what is “actual experience”. it just responds as if it’s happening.

　 . ★⋆. ࿐࿔　✦　　　.　　. 　 ˚　.ੈ✧̣̇˳·˖

☀️✨ your brain uses “signal strength” to decide what’s real

another study (Dijkstra & Fleming, 2023) found that:

the mind COMBINES both real and imagined signals and decides something is “real” if it feels strong enough.

♡ this means:

⤷ when you assume something with enough emotion, focus, and vividness, your brain accepts it as reality and starts building your experience around it.

so when you shift realities or assume a new self concept,

you’re literally feeding stronger signals into your system, until your whole brain and body accept it as true.

　 . ★⋆. ࿐࿔　✦　　　.　　. 　 ˚　.ੈ✧̣̇˳·˖

recent neuroscience research (Dijkstra et al., 2021) explored how vividly imagining something can activate the brain in ways that closely resemble real perception.

the brain scan figure above shows that certain brain regions — including the pre-supplementary motor area (pre-SMA) and dorsolateral prefrontal cortex (dlPFC) — are significantly modulated by how vivid an individual’s mental imagery is, and how visible a physical stimulus is.

✨₊˚⊹♡ basically:

the stronger and more vivid your imagination, the more your brain treats it as if it were real perception.

interestingly, the early visual cortex (evc), which is a brain region crucial for vision, responded differently:

• vivid imagination produced neural patterns more similar to low-visibility perception

• while “real” (physical) perception during high visibility matched more vivid imagery.

💡✨ this means that even if your imagined experience feels “lighter” than seeing something with your eyes open, your brain is still processing it as real enough to influence your perception of reality (Dijkstra et al., 2021).

AKA…

⤷ if you imagine vividly enough, your brain starts accepting your assumptions as real experiences.

this beautifully correlates with the idea behind manifestation and reality shifting:

the more vividly and consistently you assume something is real, the more your brain and your consciousness work together to make it true. and that truth is ultimately what is reflected back to you in the 3D (physical). in a sense, your brain literally weaves imagination into reality. so use that to your advantage!!

　 . ★⋆. ࿐࿔　✦　　　.　　. 　 ˚　.ੈ✧̣̇˳·˖

☀️✨ is unconscious imagination real too?

research is also exploring how imagination can happen unconsciously (Jaworska, 2024).

the study referenced above suggests that:

your deeper mind is constantly imagining and projecting possibilities without you even realizing it.

so not only are you consciously shifting with affirmations, intention and focus, but your subconscious is also weaving your path in the background.

essentially, you’re ALWAYS creating. even when you’re not actively thinking about it!

　 . ★⋆. ࿐࿔　✦　　　.　　. 　 ˚　.ੈ✧̣̇˳·˖

💫✨ plus: traditional neuroscience findings still correlate with shifting

♡ your brain’s neural pathways change based on belief.

• this is a phenomenon referred to as neuroplasticity.

when you affirm a new assumption over and over (ex. “i am successful”), your brain literally rewires itself to treat that assumption as true.

♡ your reticular activating system (RAS) focuses your perception.

• when you assume something, your RAS filters reality to show you evidence matching that assumption so that you experience more of it.

♡ deep meditation states make shifting easier.

• when you’re relaxed (theta/delta brainwaves), your subconscious is wide open to suggestion. that’s why shifting techniques often make use of deep relaxation, meditation or even falling asleep!

^ i’ll definitely be making more posts discussing the above concepts in FURTHER DETAIL, so keep an eye out! there’s lots of literature available right now about it, so i highly suggest looking into it if you’re interested! 🤍✨

　 . ★⋆. ࿐࿔　✦　　　.　　. 　 ˚　.ੈ✧̣̇˳·˖

🕯️✨ in short:

you are always shifting realities, whether you realize it or not.

you are always shaping your world with your assumptions. reality is yours to choose. <3

　 . ★⋆. ࿐࿔　✦　　　.　　. 　 ˚　.ੈ✧̣̇˳·˖

📄✨ SOURCES

1. Dijkstra N, Fleming SM. Subjective signal strength distinguishes reality from imagination. Nat Commun. 2023 Mar 23;14(1):1627. doi: 10.1038/s41467-023-37322-1. PMID: 36959279; PMCID: PMC10036541.

2. Dijkstra N, Mazor M, Kok P, Fleming S. Mistaking imagination for reality: Congruent mental imagery leads to more liberal perceptual detection. Cognition. 2021 Jul;212:104719. doi: 10.1016/j.cognition.2021.104719. Epub 2021 Apr 18. PMID: 33878636; PMCID: PMC8164160.

3. Jaworska A. Conscious imagination vs. unconscious imagination: a contribution to the discussion with Amy Kind. Front Psychol. 2024 Jul 25;15:1310701. doi: 10.3389/fpsyg.2024.1310701. PMID: 39118843; PMCID: PMC11306181.

✨ NOTE: i recognize that not everyone reading this may come from a scientific background, or even desire to dive into the full technical details of the neuroscience mechanisms and topics i discussed here. for that reason, the content of this post is intentionally simplified to make the core ideas more accessible, while still staying true to the scientific literature referenced above. if you’re interested in a deeper dive, i HIGHLY recommend giving the original papers a read! 🫶 additionally, while i integrated scientific findings into this post, my overall discussion remains interpretive and spiritually oriented, reflecting the bridge between neuroscience research and manifestation philosophy, as well as expressing the correlations i observed between the two.✨

sending so much love and light! <3

[hotdigitallegend]

astro observations ☿⌁ // neural downloads

1. mercury in gemini 🧠⚡

these ppl are working with 8 mental browser tabs at once and still hit you with the funniest line you’ve ever heard. humor is their weapon & it’s laced with data. don’t try to lie to them, they saw the glitch in your sentence before you finished it.

2. ♄ saturn in the 8th 🕳

emotionally mature but deeply suspicious. won’t let you in unless you pass 17 internal audits. their trust is sacred code. once you’re in you’re encrypted into their soul forever. betrayal? system wipe.

3. ♀︎ venus in pisces ☁︎

in love with the ghost of someone who might not even exist. writes poetry to memories that haven’t happened. you don’t date them, you step into a dream where boundaries dissolve and nothing is as it seems.

4. ☽ moon in aquarius 🧊📡

they feel like wi-fi signals; subtle, everywhere, kind of cold but you need them. emotions processed like code: “analyzing… uploading… archived.” they care, just not the way you’re used to. love feels like space.

5. mars in libra ⚖︎🗡

fighting you with charm and calm logic. conflict is art to them. they’ll seduce you mid-argument, serve justice with a velvet glove, and have you apologizing for starting it. beautiful, terrifying, diplomatic assassins.

6. neptune in the 1st 🫧👁

you look at them and forget what you were saying. people project fantasies onto them like screensavers. they shapeshift in real time, and sometimes even they forget who they are underneath the projections.

7. chiron in the 5th 🎭🕯

childhood wounds covered in glitter. pain woven into performance. they turn trauma into theatre and applause into medicine. healing comes through creation, when they laugh, cry, dance… they’re rewiring the past.

8. uranus in the 11th ⚙️👽

never part of the group, always above the group. an update to whatever room they enter. brings revolution in casual conversation. weird? yes. necessary? absolutely. the alien.

9. sun square pluto 🔥☠️

that constant internal death & rebirth cycle. .yeah, it’s personal. ego forged in disorder. always on the edge of either total destruction or pure transformation. you never meet the same version of them twice.

10. 6th house stellium 🧼📋

hyper aware. skin always smells like eucalyptus. thrives on routine but hides an existential crisis under their to-do list. self-worth tied to how much they can fix, even if it means breaking themselves first.

11. mercury retrograde natally 🔁📉

think in spirals. their voice bends time, memory, and meaning. misunderstood as kids, prophetic as adults. when they speak, listen again - it’s layered.

12. jupiter in cancer 🫀🌊

empathy is their mother tongue. nourishment as a worldview. they want everyone to be full - emotionally, spiritually, and physically. loves like soup simmering all day, comforting, warm, made from scratch.

[jcmarchi]

Portable, Non-Invasive, Mind-Reading AI Turns Thoughts Into Text - Technology Org

New Post has been published on https://thedigitalinsider.com/portable-non-invasive-mind-reading-ai-turns-thoughts-into-text-technology-org/

Portable, Non-Invasive, Mind-Reading AI Turns Thoughts Into Text - Technology Org

Researchers from the GrapheneX-UTS Human-centric Artificial Intelligence Centre have developed a portable, non-invasive AI system that can decode silent thoughts and turn them into text.

UTS researcher tests new mind-reading technology. Image credit: UTS

In a world-first, researchers from the GrapheneX-UTS Human-centric Artificial Intelligence Centre at the University of Technology Sydney (UTS) have developed a portable, non-invasive system that can decode silent thoughts and turn them into text.

The technology could aid communication for people who are unable to speak due to illness or injury, including stroke or paralysis. It could also enable seamless communication between humans and machines, such as the operation of a bionic arm or robot.

The study has been selected as a spotlight paper at the NeurIPS conference, a top-tier annual meeting that showcases world-leading research on artificial intelligence and machine learning, held in New Orleans.

The research was led by Distinguished Professor CT Lin, Director of the GrapheneX-UTS HAI Centre, together with first author Yiqun Duan and fellow PhD candidate Jinzhou Zhou from the UTS Faculty of Engineering and IT.

In the study participants silently read passages of text while wearing a cap that recorded electrical brain activity through their scalp using an electroencephalogram (EEG). A demonstration of the technology can be seen in this video.

The EEG wave is segmented into distinct units that capture specific characteristics and patterns from the human brain. This is done by an AI model called DeWave developed by the researchers. DeWave translates EEG signals into words and sentences by learning from large quantities of EEG data.

“This research represents a pioneering effort in translating raw EEG waves directly into language, marking a significant breakthrough in the field,” said Distinguished Professor Lin.

“It is the first to incorporate discrete encoding techniques in the brain-to-text translation process, introducing an innovative approach to neural decoding. The integration with large language models is also opening new frontiers in neuroscience and AI,” he said.

Previous technology to translate brain signals to language has either required surgery to implant electrodes in the brain, such as Elon Musk’s Neuralink, or scanning in an MRI machine, which is large, expensive, and difficult to use in daily life.

These methods also struggle to transform brain signals into word level segments without additional aids such as eye-tracking, which restrict the practical application of these systems. The new technology is able to be used either with or without eye-tracking.

The UTS research was carried out with 29 participants. This means it is likely to be more robust and adaptable than previous decoding technology that has only been tested on one or two individuals, because EEG waves differ between individuals.

The use of EEG signals received through a cap, rather than from electrodes implanted in the brain, means that the signal is noisier. In terms of EEG translation however, the study reported state-of the art performance, surpassing previous benchmarks.

“The model is more adept at matching verbs than nouns. However, when it comes to nouns, we saw a tendency towards synonymous pairs rather than precise translations, such as ‘the man’ instead of ‘the author’,” said Duan.

“We think this is because when the brain processes these words, semantically similar words might produce similar brain wave patterns. Despite the challenges, our model yields meaningful results, aligning keywords and forming similar sentence structures,” he said.

The translation accuracy score is currently around 40% on BLEU-1. The BLEU score is a number between zero and one that measures the similarity of the machine-translated text to a set of high-quality reference translations. The researchers hope to see this improve to a level that is comparable to traditional language translation or speech recognition programs, which is closer to 90%.

The research follows on from previous brain-computer interface technology developed by UTS in association with the Australian Defence Force that uses brainwaves to command a quadruped robot, which is demonstrated in this ADF video.

Source: UTS

You can offer your link to a page which is relevant to the topic of this post.

[ratticusinfernus]

Blending science and magic can lead to interesting results though. I thought scientists liked experimenting...

Scientists do like experimenting. However, scientists love being able to fit data to predictable models. Magic is by it's very nature unpredictable and illogical.

Thus it's a difficult power source that I have neither the skills nor the interest in working with.

[halfway-happyyy]

home to you {jack abbot}

synopsis: it takes a traumatic event for doctor jack abbot to realize he's through being casual about his next-door neighbour.

no warnings, straight fluff, scattered use of the nickname kid. this is the direct result of thirsting over this HOT old man for the past month.

“I’m not looking for anything serious at the moment.” 

Jack Abbot had breathed life into those words with his lips pressed against your neck, their vibrations sending shockwaves of pleasure up the length of your spine, and to what felt like every nerve ending in your body. His hands, and the extraordinarily skilled fingers that belonged to them, roamed every inch of skin you could spare, and the neural pathways that sent signals to your brain to speak were absolutely not firing on all cylinders, because it took you a ridiculous amount of time to murmur, “well that makes two of us then, because neither am I.” 

And yet, while neither of you were actively looking for anything serious, the right side of your bed remained occupied by the weight of his body most mornings.

He held his cards incredibly close to his chest, and most of what you knew about him (which still wasn’t much) was information he had dropped for you like breadcrumbs. He’d been married; and though his wife had fought bravely, she succumbed to the disease which had ravaged her in a way he hadn’t seen in a long time. He had done two tours with the military, which had done nothing for him, except to permanently part him from his right leg and to leave him with an intense desire to work in emergency medicine. He was a creature of the night in every sense of the word and had jumped at the chance to take a position as the night shift attending physician at Pittsburgh Trauma Medical Center. This meant that at seven in the morning, when you were debating about getting up and ready for work, he would just be coming off of the night shift. 

When you considered the way in which you first crossed paths with him, you still cringed. Over a year ago, you’d been battling a persistent craving for oatmeal raisin cookies. You had everything set out to make them minus the cup and a half of white sugar needed, and was at a loss for what to do considering the early morning hour. Enter your mysterious, hardly-ever-seen next-door neighbour. You had heard the sound of his key turning in the lock and waited a couple of minutes before plucking up the courage to go over and knock on his door. You doubted you’d ever forget the first time you really got a good look at him. He, in his navy, blood-spattered scrubs, and the black stethoscope still around his neck. His salt and pepper hair which still held traces of its original copper, and the five o’clock shadow that stubbled his devastatingly handsome face. 

“I’m so sorry to bother - I would have asked 708 but she’s on holiday at the moment and I really just need a cup of sugar if you can spare it.” 

He’d cocked his head to the side, mild confusion giving way to mild amusement. 

“Sugar?” He’d rasped.

You nodded. “I’m making cookies and I just ran out. The store doesn’t open for another hour and a half.” 

“What kind of cookies?” 

You’d felt the blush seep into your cheeks before you murmured oatmeal raisin. 

He nodded approvingly. “I can spot you the sugar, if you promise to save me a couple of cookies.” 

“Yeah, I think I can manage that.” You’d grinned. 

“We’ve got ourselves a deal then. Wait here, I’ll be right back.” 

And, the rest was history. 

Jack had exited the elevator just as you were locking up. He propped himself against his door for support and offered you a small, tired smile. 

“Rough night?” you asked, despite the fact that you could tell just by looking at him that his shift had been a brutal one. 

He nodded. “Lost a vet last night.” 

Oh.

He rid the emotion from his throat with a short cough. “Not a single scratch the entire time he'd been over there, and a drunk driver nails him.” 

Your heart sank. 

“I'm so sorry, Jack.” 

He offered you another sad, fleeting smile and shrugged a shoulder. “That's the job, right?” 

“What are you going to do now?” You asked.

He released a breath of warm, pent-up air and shook his head. “Try and sleep. I've got an appointment with Carson in a couple of hours, which I'm looking forward to.” 

The silence lingered on a little while longer before he asked you what your plans for the day were. 

“I’m waiting to hear back from a friend if she needs me to go to Pittfest with her or not.” 

He lifted his eyebrows. “Fun.” 

“Maybe,” you laughed. “But being surrounded by a bunch of drunk, loud, barely legal people isn't exactly my idea of a great time.” 

“That’s fair,” he breathed. “But take care of yourself if you do end up going, yeah? You’d be amazed at how fast dehydration can set in.” 

“Alright, Doc. I'll watch out.” 

He fished his keys from his pocket and turned back to you. Whatever he wanted to stay was still lodged in his throat, as if he were mulling over whether he should say it or not. 

“Would you like to have dinner with me tonight? Before my shift starts? That is - if you're not slummin’ it with the barely legals all day?” 

You couldn't help the smile that bloomed on your face. 

“Yeah, Jack. I'd like that.” 

He grinned down at the ground before turning back to you and nodding his head. “Alright. I’ll see ya then, kid. Take care.” 

“Yeah, you too, Jack.” 

~

You woke with a start to the incessant sound of your phone ringing and a slick sheen of perspiration covering every square inch of your body. You glanced at the clock beside your bed and cursed the glowing red digits. 4:15 pm. Not much time to get ready before you had to meet up with Jack. You reached for your phone and gasped when you saw the number of missed calls you’d had from him. Taking a deep breath, you pressed his name and leaned back against your headboard for support. 

He picked up on the first ring. 

“Jesus kid, I’ve been trying to get a hold of you for the last half an hour. Where are you? Are you okay? Are you safe?” 

His tone was thick with worry and entirely foreign to you, and it made the hair on the back of your neck stand on end. 

“I’m fine, Jack. I’m fine. I’m at home, I just woke up from a nap.” 

He hesitated a beat before rasping, “you didn’t end up going to Pittfest?” 

You shook your head. “No, Maggie found a more enthusiastic partner to go with her.” 

You heard his audible sigh of relief even over the crackling static. 

“Oh, thank god.” 

Swallowing hard, you finally managed to ask him what on earth was going on. 

“There’s an active shooter at the festival. I’m headed back to the hospital to help. Please, please stay home. Don’t leave for anything,” You were too stunned to speak. “I gotta go, kid. Promise me you’ll stay where you are.” 

“Of course, Jack. I promise.”

You’d given up on watching any news about the festival an hour in, the anxiety too much to bear. Maggie had contacted you around six to let you know that she and the person she’d gone with were both safe and back at her house, which was an immediate weight off of your shoulders. To keep your thoughts from turning to Jack, and how his colleagues were faring, you hunkered down in bed with a book you’d been in the middle of for ages. It did not help. Nothing seemed to scratch the surface of your mounting dread, and so for the second time that day, you closed your eyes and willed yourself to sleep. 

When you woke a while later, the sunshine that had been so prevalent before you’d drifted off had vanished entirely, giving way to an inky darkness. It was nine-fifteen PM, and you’d received a single text message from Jack from half an hour before that simply read - on my way home. Your shoulders dropped and you released a breath of air that felt like you’d been holding since the moment you spoke to him on the phone. It didn’t matter if you were up for the rest of the night now, all that mattered was that Jack was alright, and that he was coming home. 

You wandered out into the kitchen to make a cup of tea, and as you stood at the stove and waited for your kettle to boil, a knock at your door shook you from your reverie. 

You weren't entirely surprised to find Jack on the other side, and you let him in wordlessly.

Once inside your front hallway, he dropped back against the wall for support and took a long, tight breath. 

“You scared the shit out of me today, kid.” 

In the low, warm light provided by the lamp in your hallway, you could see the blood that spattered his scrubs. The crimson drops that had landed on his shoes, and God only knew where else. 

“I know,” you breathed. “I'm sorry.” 

He hoisted the cammo backpack from his shoulders, cleared his throat, and asked if he could get cleaned up here. There were layers to the question that remained unspoken - can I get cleaned up here because my apartment is so quiet, and so lonely that I can barely stand it. That I've been surrounded by calamity all day and all I need is just a few quiet hours with you. 

“‘Course you can, Jack. There are fresh towels in the cabinet beside the washroom.” 

He emerged a little while later, naked entirely except for a pair of black boxer-briefs. As he stood in the doorway of your bedroom, you watched in unconcealed awe as the water droplets he hadn't managed to towel off raced each other down the smooth planes of his freckled chest. 

“Do you require a formal invitation?” you quipped. 

Jack shook his head wordlessly, and pushed himself from the doorframe to join you. He sat perched on the edge of the bed, removed his prosthetic, and swung himself in beside you. 

“Is this okay?” He whispered, once the dust had settled. 

You turned to face him then, and in the sliver of pale orange light from the crack of the door, you could make out every freckle on his face. Every smile line (there were so many), and every miniscule scar was on spectacular display for you; a frontrow seat to the worlds most wondrous man. In the year that you two had spent dancing around your feelings for one another, you had grown so fond of his face, and of the strong, sure hands that spent so much time repairing, and helping people.

“Yeah, Jack. This is okay.” 

“Can I tell you something?” He whispered.

You swallowed hard. “Yes.” 

“Today made me realize that I have absolutely no interest in being casual about you anymore.” 

Oh, shit.

“There was a period of about five seconds today where I let my thoughts travel to the absolute worst scenario where you were concerned, and to put it plainly- I couldn’t bear it.” He cleared his throat. “And if I’ve learned anything in the past eight years, it’s that I have to be transparent with the people I care about because life is so fucking short.” 

It occured to you that this might all be coming from a place of adrenaline and fear. And while you wanted nothing more than to be with him, you dreaded the possibility of him making a mistake or rushing into anything because of that.

“Jack, I need you to know that this is all okay - that if this is all only ever what it’s going to be between us, I can handle it.” You reached toward him to trace a fingertip down the bridge of his nose. “I know how I feel about you, and if this is all that you’re capable of sparing right now, I'll still happily take it.” 

He shook his head. 

“In the year that you and I have known each other, you’ve never asked for more. You’ve never waivered under the insane hours, or the emotional baggage a guy like me tends to accumulate, and you deserve more.” He reached for your hand and brought it to his lips, deliberately brushing each knuckle. “I want to give you more.” 

“Okay, Jack.” 

He quirked an eyebrow. “Okay?” 

You nodded and leaned forward to press a kiss to his lips.

“You’ve laid it all out on the line for me, and I want it, I want you.” 

And as you watched a slow, sleepy smile tug the edges of lips skyward, happiness warmed inside of you like sunshine through a stained glass window.

[keferon]

I just had a fucking revelation about the tf mech au

VORTEX DOWNLOADED HIS CONCIOUS INTO THE MECH!!!

And that's why he "haunts" it. He is in a state 9f constant drift because he never disconnected until they forced his lifeless corpse out 9f the mech

Imagine if Vortex was one of the first pilots in the entire program?? Imagine if they didn’t even have the actual finished and stable drift technology back then. The neural connection concept was raw and unfinished and half of the things was basically tested on Vortex for the first fucking time?? No one really knew what they were doing and what consequences they could face with it.

And Vortex died during a mission. He was connected to his mech, his brain was hooked to the machine with the connection so unstable and under researched, no one could imagine how it would work in case of death. Imagine

Also. I think this is why mecha!Vortex can purposefully make his pilots go insane. Neural connection needs a simple scheme to work. Pilot->drift technology that converts human brain signals into proper input-> Mech.

But in case of Vortex. There’s already someone in the drift connection. There’s already a digital ghost of another person and you just let it have full access to your brain.

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[zazaiafe2]

The power of sensory immersion for shifting

1) Why is sensory immersion so powerful?

Your brain doesn't really distinguish between an imagined and a real sensory experience

When you engage your senses (sight, sound, touch, smell...), you create .almost real signals.

This activates deep neural networks of immersion and facilitates letting go.

-> Sensory immersion helps to blur the line between CR and DR.

2) Do NOT force visualization

-> "I can't visualize" -> It's not a problem

Many shifters have noticed:

The more you FORCE the images, the more the analytical mind stays active.

The goal: let the sensations come naturally.

You don't need to perfectly "see" everything. You can:

- Feel-> Emotions, sensations.

- Hear -> Sounds from your DR.

- Imagine textures-> Your DR bed.

- Create ambiances.

3) Sensory profiles are different

We don't all have the same dominant sense. Find your strength:

- Olfactory : Imagined smells (perfume, rain, food)

- Auditory : Music from your DR, background sounds (cafes, forest, city, rain…)

- Visual: Blurred decors, dominant colors, symbols, your DR room

- Tactile: Skin sensations (wind, sheets, fabrics…)

- Gustatory: Taste of what you eat there

-> Identify which senses are easiest to invoke for you. Start with them.

For example, you can listen to this ambient sound if you shift to Hogwarts.

4) Scientific help, the role of the Default Mode Network

Your brain has a network that calms down when you immerse yourself sensorially.

This reduces internal dialogue and the "critical mind" that often blocks you.

-> The less your mind analyzes, the more your unconscious takes over, and ego identification decreases.

5) How to let images and sounds come without forcing

1) Breathe slowly .

2) Allow yourself to be blurry.

3) Start with small simple scenes.

4) Observe rather than actively create.

5) Don't look for "perfection", just try to "feel".

-> The more you let go, the more details come by themselves.

You can do a short meditation beforehand to relax and help you be in the present moment.

6) The importance of ASC (Altered States of Consciousness)

Immersion is facilitated in ASC (hypnagogic state, deep relaxation, light trance, it's not mandatory but seems to make things easier).

You can:

- Practice before sleep.

-Do gentle meditation .

- Use appropriate binaural sounds .

-> The altered state allows the analytical mind to disconnect and facilitates fusion with your DR.

Just after meditation you can put a subliminal or alpha waves for example

Julia method link

There are even subliminals that mix theta wave, affirmations and Sound atmosphere.

7) Practical examples according to your profile and what you prefer

- Auditory: Playlist of your DR during preparation

- Visual: Very simple scenes (just a dominant color at first, then an object where you are, and a room if you can)

- Tactile: Feel the sheet of your DR bed, the warmth of the sun, the texture of your DR pajamas

- Gustatory: Imagine tasting your DR breakfast

- Emotional: Feel the emotions you will have in your DR

-> The more you rely on YOUR strong channel, the more stable immersion becomes.

Examples of what people who shift on command can use

8) Do not try to control when the shift happens

-> Sensory immersion is a springboard.

The shift often triggers when you are immersed without trying to control the moment.

- Have fun "visiting" before "leaving."

- Release tension about the result.

- Obsession with the result blocks(Or at least decrease the chances); curiosity opens.

Even if you have trouble visualizing, you can rely on other things or your other senses.

9) What we learn from those who shift on command

Many report that this kind of non-forced immersion is key.

It's a balance:

->Sensory engagement + letting go = smoother shift.

Conclusion :Sensory immersion: a powerful tool, accessible to all.

No matter your profile.

You don't need to "visualize perfectly" .

You only need to play with your senses, let the experience build gently.

Remember: your brain is made for this.