Hello world!
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Hello world!
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I'd like to share with you all today some specific Research about the Brain & some surface level thoughts
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I'd like to share with you all today some specific Research about the Brain & some surface level thoughts
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Music (Frequencies)
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Music (Frequencies)
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Brain2Music: Reconstructing Music from Human Brain Activity (2307.11078)
https://huggingface.co/papers/2307.11078
2307.11078
paper
resource
https://huggingface.co/papers/2307.11078
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Speech
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Speech
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Decoding speech from non-invasive brain recordings (2208.12266)
https://huggingface.co/papers/2208.12266
2208.12266
paper
resource
https://huggingface.co/papers/2208.12266
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Image 
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Image 
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Seeing through the Brain: Image Reconstruction of Visual Perception from
  Human Brain Signals (2308.02510)
https://huggingface.co/papers/2308.02510
2308.02510
paper
resource
https://huggingface.co/papers/2308.02510
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DreamDiffusion: Generating High-Quality Images from Brain EEG Signals (2306.16934)
https://huggingface.co/papers/2306.16934
2306.16934
paper
resource
https://huggingface.co/papers/2306.16934
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NeuroPictor: Refining fMRI-to-Image Reconstruction via Multi-individual
  Pretraining and Multi-level Modulation (2403.18211)
https://huggingface.co/papers/2403.18211
2403.18211
paper
resource
https://huggingface.co/papers/2403.18211
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Video
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Video
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NeuroCine: Decoding Vivid Video Sequences from Human Brain Activties (2402.01590)
https://huggingface.co/papers/2402.01590
2402.01590
paper
resource
https://huggingface.co/papers/2402.01590
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Cinematic Mindscapes: High-quality Video Reconstruction from Brain
  Activity (2305.11675)
https://huggingface.co/papers/2305.11675
2305.11675
paper
resource
https://huggingface.co/papers/2305.11675
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3D
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3D
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MinD-3D: Reconstruct High-quality 3D objects in Human Brain (2312.07485)
https://huggingface.co/papers/2312.07485
2312.07485
paper
resource
https://huggingface.co/papers/2312.07485
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Potential Opportunities For BCI
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Potential Opportunities For BCI
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4D 
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4D 
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DreamGaussian4D: Generative 4D Gaussian Splatting (2312.17142)
https://huggingface.co/papers/2312.17142
2312.17142
paper
resource
https://huggingface.co/papers/2312.17142
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Realistic High Quality Video 
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Realistic High Quality Video 
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Sora: A Review on Background, Technology, Limitations, and Opportunities
  of Large Vision Models (2402.17177)
https://huggingface.co/papers/2402.17177
2402.17177
paper
resource
https://huggingface.co/papers/2402.17177
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https://huggingface.co/collections/samusenps/bci-661206b642da659656474db2
samusenps/bci-661206b642da659656474db2
collection
resource
https://huggingface.co/collections/samusenps/bci-661206b642da659656474db2
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Reading minds is cool & useful but could be utilized for many things other than thought interrogation 👀
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Reading minds is cool & useful but could be utilized for many things other than thought interrogation 👀
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Current Co pilots are Boring! & have much untapped potential & also people don't seem to want autonomous agents replacing them although it is inevitable for some cases
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Current Co pilots are Boring! & have much untapped potential & also people don't seem to want autonomous agents replacing them although it is inevitable for some cases
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I believe if humans want to become an interplanetary species that can utilize our accumulative research we need to extend our brain with technology in order to be smarter. Imagine a Co-pilot for your head, Adding extra ‘RAM’ to the brain, or even Processing external data within the brain.
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I believe if humans want to become an interplanetary species that can utilize our accumulative research we need to extend our brain with technology in order to be smarter. Imagine a Co-pilot for your head, Adding extra ‘RAM’ to the brain, or even Processing external data within the brain.
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Ok people are afraid of implanting computer chips within their brains, what if someone hacks it ? , the invasive possibilities are crazy!
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Ok people are afraid of implanting computer chips within their brains, what if someone hacks it ? , the invasive possibilities are crazy!
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How can we ensure Safety & Interpretability in brain computer interfaces
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How can we ensure Safety & Interpretability in brain computer interfaces
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1. External Non Invasive Brain Computer interfaces [ think similar to 
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1. External Non Invasive Brain Computer interfaces [ think similar to 
https://neurosity.co/crown
https://neurosity.co/crown
link
 (overpriced IMO & Hardware is closed source proprietary, who knows what they’re doing 👁️) ] 
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 (overpriced IMO & Hardware is closed source proprietary, who knows what they’re doing 👁️) ] 
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2. Full Reproducible Open-Source Stack Brain computer interface down to the hardware, operating system, and application level.
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2. Full Reproducible Open-Source Stack Brain computer interface down to the hardware, operating system, and application level.
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3. Maybe you can't, there may always be a risk of danger, though not as consequential with 1 & 2 
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3. Maybe you can't, there may always be a risk of danger, though not as consequential with 1 & 2 
Hello world!

I'd like to share with you all today some specific Research about the Brain & some surface level thoughts

Music (Frequencies)
https://huggingface.co/papers/2307.11078

Speech
https://huggingface.co/papers/2208.12266

Image 
https://huggingface.co/papers/2308.02510
https://huggingface.co/papers/2306.16934
https://huggingface.co/papers/2403.18211

Video
https://huggingface.co/papers/2402.01590
https://huggingface.co/papers/2305.11675

3D
https://huggingface.co/papers/2312.07485

Potential Opportunities For BCI

4D 
https://huggingface.co/papers/2312.17142

Realistic High Quality Video 
https://huggingface.co/papers/2402.17177

https://huggingface.co/collections/samusenps/bci-661206b642da659656474db2

Reading minds is cool & useful but could be utilized for many things other than thought interrogation 👀

Current Co pilots are Boring! & have much untapped potential & also people don't seem to want autonomous agents replacing them although it is inevitable for some cases

I believe if humans want to become an interplanetary species that can utilize our accumulative research we need to extend our brain with technology in order to be smarter. Imagine a Co-pilot for your head, Adding extra ‘RAM’ to the brain, or even Processing external data within the brain.

Ok people are afraid of implanting computer chips within their brains, what if someone hacks it ? , the invasive possibilities are crazy!

How can we ensure Safety & Interpretability in brain computer interfaces
1. External Non Invasive Brain Computer interfaces [ think similar to https://neurosity.co/crown (overpriced IMO & Hardware is closed source proprietary, who knows what they’re doing 👁️) ] 
2. Full Reproducible Open-Source Stack Brain computer interface down to the hardware, operating system, and application level.
3. Maybe you can't, there may always be a risk of danger, though not as consequential with 1 & 2 
🧠
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