www.noemamag.com/what-counts-...
@ksks
Associat Professor at Center for Human Nature, Artificial Intelligence and Neuroscience (CHAIN), at Hokkaido University, working on Artificial Life/Virtual Reality/Embodied Self/Sense of Presence/Altered States/Computational Phenomenology
This idea was first empirically validated in Suzuki (@ksks.bsky.social) et al. (2017) with the Hallucination Machine:
panoramic DeepDream videos presented in VR reliably induced altered states with similarities to psilocybin experiences.
www.nature.com/articles/s41...
@naotsuchiya.bsky.social CHAINใฎใฏใฉใฆใใใกใณใใฃใณใฐใงใใๅ่ฐทใใใๅฟๆดใใฆใใ ใใ๏ผhttps://readyfor.jp/projects/chain2025
New preprint with super @manuelbaltieri.bsky.social !
Mathematical approaches to the study of agents
osf.io/preprints/ps...
New paper! Investigating the role of sensorimotor spatial dependencies in shaping conscious access to virtual 3D objects, w/ Paweล Moytka, DavidSchwartzman, me, and @ksks.bsky.social. Link below. www.sciencedirect.com/science/arti...
In short, the beautiful complexity of our perception might be born from a delicate dance on the edge of chaos. This suggests our brain's "variability" isn't a bug, but a core feature of how we make sense of the world. ๐ก
Read the full paper here: doi.org/10.1016/j.ne...
7/7
This chaos-based model explains why illusions work and perception fluctuatesโall without adding external noise. It even predicts how visual blur increases variability by making the network itself more chaotic.
6/7
๐ตโ๐ซ But when your senses conflict (like seeing a touch on a rubber hand while feeling it on your hidden hand), the network is pushed into a more chaotic state. This internal chaos creates the fluctuations we experience, making our perception unstable.
5/7
Hereโs the core concept:
โ
When your senses agree (e.g., you see a touch exactly where you feel it), our model shows the brain network "calms down" and becomes stable. You get a clear, unified perception.
4/7
Our new paper in Neural Networks suggests our brains operate on the "edge of chaos." This isn't random noise, but a highly sensitive sweet spot between order and unpredictability, creating a rich state that's perfect for complex perception. โจ
3/7
Scientists have been puzzled: even when we see and feel the exact same thing multiple times, our perception can fluctuate wildly. Why do we sometimes feel an illusion strongly, and other times not at all? Is it just random noise? Or is something deeper going on? ๐คฏ
2/7
Ever wonder why a ventriloquist's dummy seems to talk, or why a rubber hand can feel like your own? ๐ค Our brains perform an amazing trick, merging what we see, hear, and feel into a single reality. But this process isn't always stable.
A new theory on why. ๐งต
1/7
7/7 And there's more! We've also created and released a program to easily administer the PCS-J in online or lab experiments, handling instruction presentation (audio/text) and response recording! ๐ป Researchers, please feel free to use it! ๐ github.com/ksk-S/PhenoC... #OpenScience
6/7 These findings suggest that the PCS-J indeed correlates with related psychological traits (positive schizotypy โ indicating convergent validity) and does not correlate with less related traits (negative schizotypy โ indicating discriminant validity), supporting the scale's validity.
5/7 We also examined the construct validity of the PCS-J (i.e., does it accurately measure what it's intended to measure?). Scores correlated with SPQ-B "positive schizotypy" (cognitive-perceptual), but NOT "negative schizotypy" (interpersonal). A new finding not in the original PCS! ๐
4/7 We have now developed the Japanese version of the PCS, the "PCS-J"! โจ In a pre-registered online study, we confirmed both test-retest reliability (consistency of results over time) and internal consistency (consistency of items within the scale) were good (even higher than original!).
3/7 To objectively measure the degree of this "Phenomenological Control," Lush et al. (2021) developed the self-report "Phenomenological Control Scale (PCS)." This scale was specifically designed to measure an individual's PC ability without using the term "hypnosis". doi.org/10.1525/coll...
2/7 Crucially, the term "Phenomenological Control" was proposed by Lush et al. to capture this ability more directly and neutrally, avoiding the specific theoretical implications and common misconceptions associated with "hypnosis" (e.g., needing a special trance state).
1/7 First, what is "Phenomenological Control" (PC)? ๐ค It's a broad concept referring to the ability to alter subjective sensations or experiences (e.g., hearing a sound that isn't there) in response to suggestions, whether intentional or not. Think experiences in hypnosis or imaginative suggestion.
Imaizumi, S., & Suzuki, K. (2025). DOI: doi.org/10.1093/nc/n... (Explaining in this thread ๐) #Psychology #PhenomenologicalControl
๐ Paper Published! ๐ Our paper, "The Japanese version of the Phenomenological Control Scale," has been published in Neuroscience of Consciousness! If you're interested in individual differences in phenomenological control, please check it out!
7/7 ใใใฆ๏ผPCS-Jใใชใณใฉใคใณๅฎ้จใๅฎ้จๅฎคๅฎ้จใงๆ่ปฝใซๅฎๆฝใงใใใใใๆ็คบใฎๆ็คบ๏ผ้ณๅฃฐใปใใญในใๅฏพๅฟ๏ผใใๅ็ญ่จ้ฒใพใงใ่กใใใใญใฐใฉใ ใไฝๆใใๅ ฌ้ใใพใใ๏ผ๐ป ็ ็ฉถ่ ใฎ็ใใใใใฒใๆดป็จใใ ใใ๏ผ ๐ github.com/ksk-S/PhenoC... #่ช็ฅ็งๅญฆ #ใชใผใใณใตใคใจใณใน
6/7 ใใฎ็ตๆใฏใPCS-Jใ้ข้ฃใใๅฟ็็็นๅพด๏ผ้ฝๆงๅ ๅญ๏ผใจใฏ็ขบใใซ็ธ้ขใ๏ผๅๆ็ๅฆฅๅฝๆง๏ผใ้ข้ฃใฎ่ใ็นๅพด๏ผ้ฐๆงๅ ๅญ๏ผใจใฏ็ธ้ขใใชใ๏ผๅผๅฅ็ๅฆฅๅฝๆง๏ผใใจใ็คบๅใใฆใใใๅฐบๅบฆใฎๅฆฅๅฝๆงใๆฏๆใใใใฎใงใใ
5/7 ใใใซใPCS-Jใๆธฌๅฎใใใๆฆๅฟตใใใกใใจๆใใฆใใใ๏ผๆงๆๆฆๅฟตๅฆฅๅฝๆง๏ผใๆค่จใใพใใใ ใใฎ็ตๆใPCS-Jใฎๅพ็นใฏใ็ตฑๅๅคฑ่ชฟๅใใผใฝใใชใใฃๅพๅ๏ผSPQ-B๏ผใฎใ้ฝๆงๅ ๅญ๏ผ่ช็ฅใป็ฅ่ฆ๏ผใใจ้ข้ฃใใใ้ฐๆงๅ ๅญ๏ผๅฏพไบบ้ขไฟ๏ผใใจใฏ้ข้ฃใใชใใใจใๆใใใซใใใใฏใชใชใธใใซ็ใงใฏๆชๆค่จผใฎใ็งใใกใฎๆฐใใช็ฅ่ฆใงใ๏ผ๐
4/7 ไปๅใ็งใใกใฏใใฎPCSใฎๆฅๆฌ่ช็ใPCS-Jใใ้็บใใพใใ๏ผโจ ไบๅ็ป้ฒใใใชใณใฉใคใณ่ชฟๆปใงไฟก้ ผๆงใๆค่จผใใ็ตๆใใในใใจๅใในใใงใฎ็ตๆใฎไธ่ดๅบฆ๏ผๅๆคๆปไฟก้ ผๆง๏ผใใ่ณชๅ้ ็ฎใฎไธ่ฒซๆง๏ผๅ ็ๆดๅๆง๏ผใ่ฏๅฅฝใงใใใ็นใซๅ ็ๆดๅๆงใฏใชใชใธใใซ็ใใใ้ซใๅคใ็คบใใฆใใพใใ
3/7 ใ็พ่ฑกๅญฆ็ๅถๅพกใใฏใใใใใๅฌ็ ใใใๆ็คบใใง่ฆใใใใใใชไฝ้จใฎๅคๅใๅบใๅซใฟใพใใใๆๅฑ่ Lushใใฏใใๅฌ็ ใใจใใ่จ่ใใพใจใ็นๅฎใฎ็่ซใ่ชค่งฃใ้ฟใใไฝ้จใใฎใใฎใธไธญ็ซ็ใซๆณจ็ฎใใใใใซใ็พ่ฑกๅญฆ็ๅถๅพกใใจๅไปใใพใใใใใ่ฉณใใใฏๅ่่ซๆ(Lush et al., 2021)ใ๏ผ
2/7 ใใฎใ็พ่ฑกๅญฆ็ๅถๅพกใใฎๅบฆๅใใๅฎข่ฆณ็ใซๆธฌใใใใLushใใ่ชๅทฑ่จๅ ฅๅผใฎใPhenomenological Control Scale๏ผPCS๏ผใใ้็บใใพใใ (Lush et al., 2021)ใ ๅๅ ่ ใฏใ่ ใ่ปฝใใชใใฎใๆใใฆใใ ใใใใจใใฃใๆงใ ใชๆ็คบใ่ใใใใฎ้ใฎไฝ้จใๆฐๅคใง่ฉไพกใใพใใ ๅ่่ซๆ(PCS้็บ)๏ผhttps://doi.org/10.1525/collabra.29542
1/7 ใพใใ็พ่ฑกๅญฆ็ๅถๅพกใใจใฏ๏ผ๐ค ใใใฏใๆ็คบใชใฉใซๅฟใใไธป่ฆณ็ใชไฝ้จ๏ผไพ๏ผๅฎ้ใซใฏใชใ้ณใ่ใใไฝใ่ชๅใฎๆๅฟใจใฏ็ก้ขไฟใซๅใใใใซๆใใ๏ผใๅคๅใใใ่ฝๅใฎใใจใงใใใฎๅใซใฏๅไบบๅทฎใใใใพใใ
ๅพก่ถใๆฐดๅฅณๅญๅคงๅญฆใฎไปๆณไฟฎใใ ใจใฎ่ซๆใ็พ่ฑกๅญฆ็ๅถๅพกๅฐบๅบฆ๏ผPhenomenological Control Scale๏ผใฎๆฅๆฌ่ช็้็บใใNeuroscience of Consciousness่ชใซๆฒ่ผใใใพใใ๏ผ ็พ่ฑกๅญฆ็ๅถๅพกใฎๅไบบๅทฎใซใ่ๅณใฎใใๆนใฏใใฒใ่ฆงใใ ใใ! DOI: doi.org/10.1093/nc/n... (ในใฌใใใง่งฃ่ชฌใใพใ๐) #ๅฟ็ๅญฆ #็พ่ฑกๅญฆ็ๅถๅพก
Global coordination of brain activity by the breathing cycle
www.nature.com/articles/s41...