#OEA_highlight Multistable soliton dynamics in an optical microresonator doi.org/10.29026/oea... by Prof. #Chi_Zhang #Xinliang_Zhang @2024_HUST #Wenfu_Zhang @UCAS1978 #microcomb #multistable #soliton #dynamics #coherent #detection #real_time #characterization
June 3, 2026 at 8:27 AM
#OEA_highlight Multistable soliton dynamics in an optical microresonator doi.org/10.29026/oea... by Prof. #Chi_Zhang #Xinliang_Zhang @2024_HUST #Wenfu_Zhang @UCAS1978 #microcomb #multistable #soliton #dynamics #coherent #detection #real_time #characterization
The multistable dynamics of the Atlantic Ocean circulation pose a central problem in climate physics, because instabilities of the flows can have large climate impacts. A Review in Nature Reviews Physics unifies much of the model behaviour that has been found. go.nature.com/49HW9kQ ⚛️🌊🧪
May 29, 2026 at 1:27 AM
The multistable dynamics of the Atlantic Ocean circulation pose a central problem in climate physics, because instabilities of the flows can have large climate impacts. A Review in Nature Reviews Physics unifies much of the model behaviour that has been found. go.nature.com/49HW9kQ ⚛️🌊🧪
Everyone: Binocular rivalry describes an alternation between exclusive percepts from each eye.
Me + Prof Bex:
Which perceptual categories do observers experience during multistable perception? url: royalsocietypublishing.org/rspb/article...
Me + Prof Bex:
Which perceptual categories do observers experience during multistable perception? url: royalsocietypublishing.org/rspb/article...
Which perceptual categories do observers experience during multistable perception?
Abstract. Multistable perceptual phenomena provide insights into the mind’s dynamic states within a stable external environment, and the neural underpinnin
royalsocietypublishing.org
February 18, 2026 at 6:59 PM
Everyone: Binocular rivalry describes an alternation between exclusive percepts from each eye.
Me + Prof Bex:
Which perceptual categories do observers experience during multistable perception? url: royalsocietypublishing.org/rspb/article...
Me + Prof Bex:
Which perceptual categories do observers experience during multistable perception? url: royalsocietypublishing.org/rspb/article...
6️⃣ "Freshwater perturbation simulations provide support for the existence of a multistable #AMOC regime in several of the ESMs."
Small changes in ocean salinity or heat flux could push the system toward abrupt change
Small changes in ocean salinity or heat flux could push the system toward abrupt change
February 5, 2026 at 8:04 AM
6️⃣ "Freshwater perturbation simulations provide support for the existence of a multistable #AMOC regime in several of the ESMs."
Small changes in ocean salinity or heat flux could push the system toward abrupt change
Small changes in ocean salinity or heat flux could push the system toward abrupt change
The multistable dynamics of the Atlantic Ocean circulation pose a central problem in climate physics, because instabilities of the flows can have large climate impacts. A Review in Nature Reviews Physics unifies much of the model behaviour that has been found. go.nature.com/49HW9kQ ⚛️🌊🧪
May 22, 2026 at 7:22 PM
The multistable dynamics of the Atlantic Ocean circulation pose a central problem in climate physics, because instabilities of the flows can have large climate impacts. A Review in Nature Reviews Physics unifies much of the model behaviour that has been found. go.nature.com/49HW9kQ ⚛️🌊🧪
(I consider this the most awesome paper of the night):
arxiv.org/abs/2504.01580
/The Basins Zoo/
Alexandre Wagemakers
arxiv.org/abs/2504.01580
/The Basins Zoo/
Alexandre Wagemakers
The Basins Zoo
Research in multistable systems is a flourishing field with countless examples and applications across scientific disciplines. I present a catalog of multistable dynamical systems covering relevant fi...
arxiv.org
April 3, 2025 at 3:13 AM
(I consider this the most awesome paper of the night):
arxiv.org/abs/2504.01580
/The Basins Zoo/
Alexandre Wagemakers
arxiv.org/abs/2504.01580
/The Basins Zoo/
Alexandre Wagemakers
@theguardian.com @telegraph.co.uk @theobserveruk.bsky.social @the-independent.com @thetimes.com
Bistable or Multistable Perception
#BistablePerception #Mind #Consciousness #Polarity #TheParadigmShift
en.wikipedia.org/wiki/Multist...
Bistable or Multistable Perception
#BistablePerception #Mind #Consciousness #Polarity #TheParadigmShift
en.wikipedia.org/wiki/Multist...
September 26, 2026 at 6:21 AM
To me it’s fascinating he didn’t realize the switch occurred not in the physical world - but in his mind.
I don’t think I succeeded as a vision scientist at explaining him the concept of multistable perception. But maybe it’s great he now thinks his Batman can do something it couldn’t do before.
I don’t think I succeeded as a vision scientist at explaining him the concept of multistable perception. But maybe it’s great he now thinks his Batman can do something it couldn’t do before.
September 4, 2025 at 3:40 PM
To me it’s fascinating he didn’t realize the switch occurred not in the physical world - but in his mind.
I don’t think I succeeded as a vision scientist at explaining him the concept of multistable perception. But maybe it’s great he now thinks his Batman can do something it couldn’t do before.
I don’t think I succeeded as a vision scientist at explaining him the concept of multistable perception. But maybe it’s great he now thinks his Batman can do something it couldn’t do before.
Bistable or Multistable Perception
#Art #Design #BistablePerception #Mind #Consciousness #Polarity #ParadigmShift
en.wikipedia.org/wiki/Multist...
#Art #Design #BistablePerception #Mind #Consciousness #Polarity #ParadigmShift
en.wikipedia.org/wiki/Multist...
May 20, 2025 at 1:39 PM
Bistable or Multistable Perception
#Art #Design #BistablePerception #Mind #Consciousness #Polarity #ParadigmShift
en.wikipedia.org/wiki/Multist...
#Art #Design #BistablePerception #Mind #Consciousness #Polarity #ParadigmShift
en.wikipedia.org/wiki/Multist...
🚨 🚨 How do group dynamics shape contagion onsets and multistable active phases under collective reinforcement?
👉 arxiv.org/abs/2603.28566
@santiagolaot.bsky.social @federicomalizia.bsky.social @leahkeating.bsky.social @gstonge.bsky.social V. Latora @gomezgardenes.bsky.social & @lhd.bsky.social
👉 arxiv.org/abs/2603.28566
@santiagolaot.bsky.social @federicomalizia.bsky.social @leahkeating.bsky.social @gstonge.bsky.social V. Latora @gomezgardenes.bsky.social & @lhd.bsky.social
March 31, 2026 at 9:55 PM
🚨 🚨 How do group dynamics shape contagion onsets and multistable active phases under collective reinforcement?
👉 arxiv.org/abs/2603.28566
@santiagolaot.bsky.social @federicomalizia.bsky.social @leahkeating.bsky.social @gstonge.bsky.social V. Latora @gomezgardenes.bsky.social & @lhd.bsky.social
👉 arxiv.org/abs/2603.28566
@santiagolaot.bsky.social @federicomalizia.bsky.social @leahkeating.bsky.social @gstonge.bsky.social V. Latora @gomezgardenes.bsky.social & @lhd.bsky.social
@theguardian.com @telegraph.co.uk @theobserveruk.bsky.social @the-independent.com @thetimes.com
Bistable or Multistable Perception
(The Paradigm Shift)
#BistablePerception #Mind #Consciousness #Polarity #TheParadigmShift
en.wikipedia.org/wiki/Multist...
Bistable or Multistable Perception
(The Paradigm Shift)
#BistablePerception #Mind #Consciousness #Polarity #TheParadigmShift
en.wikipedia.org/wiki/Multist...
September 26, 2026 at 6:23 AM
@theguardian.com @telegraph.co.uk @theobserveruk.bsky.social @the-independent.com @thetimes.com
Bistable or Multistable Perception
(The Paradigm Shift)
#BistablePerception #Mind #Consciousness #Polarity #TheParadigmShift
en.wikipedia.org/wiki/Multist...
Bistable or Multistable Perception
(The Paradigm Shift)
#BistablePerception #Mind #Consciousness #Polarity #TheParadigmShift
en.wikipedia.org/wiki/Multist...
"Multistable soliton dynamics in an optical microresonator" is featured on PubCard @optoelectronadv.bsky.social Full-length paper available at www.oejournal.org/oea/article/...
June 5, 2026 at 5:25 AM
"Multistable soliton dynamics in an optical microresonator" is featured on PubCard @optoelectronadv.bsky.social Full-length paper available at www.oejournal.org/oea/article/...
"Multistable soliton dynamics in an optical microresonator", published in Opto-Electronic Advances @optoelectronadv.bsky.social View original article www.oejournal.org/oea/article/...
June 5, 2026 at 5:22 AM
"Multistable soliton dynamics in an optical microresonator", published in Opto-Electronic Advances @optoelectronadv.bsky.social View original article www.oejournal.org/oea/article/...
Bistable or Multistable Perception
#Art #Design #BistablePerception
#TheMind #Consciousness
#Polarity #ParadigmShift
en.wikipedia.org/wiki/Multist...
#Art #Design #BistablePerception
#TheMind #Consciousness
#Polarity #ParadigmShift
en.wikipedia.org/wiki/Multist...
April 6, 2026 at 2:21 PM
Bistable or Multistable Perception
#Art #Design #BistablePerception
#TheMind #Consciousness
#Polarity #ParadigmShift
en.wikipedia.org/wiki/Multist...
#Art #Design #BistablePerception
#TheMind #Consciousness
#Polarity #ParadigmShift
en.wikipedia.org/wiki/Multist...
Come see Nishal’s poster today at #cosyne2025 (Session 2, 2-051)!
We’ve added a per-trial inferred bias to LFADS, boosting interpretability by turning multistable dynamics into contextual ones. Less murky, more meaningful with many practical applications such as denoising data.
We’ve added a per-trial inferred bias to LFADS, boosting interpretability by turning multistable dynamics into contextual ones. Less murky, more meaningful with many practical applications such as denoising data.
March 28, 2025 at 4:04 PM
Come see Nishal’s poster today at #cosyne2025 (Session 2, 2-051)!
We’ve added a per-trial inferred bias to LFADS, boosting interpretability by turning multistable dynamics into contextual ones. Less murky, more meaningful with many practical applications such as denoising data.
We’ve added a per-trial inferred bias to LFADS, boosting interpretability by turning multistable dynamics into contextual ones. Less murky, more meaningful with many practical applications such as denoising data.
Bistable or Multistable
Perception and the Paradigm Shift
#Art #Design #BistablePerception #Mind #Consciousness #Polarity #ParadigmShift
en.wikipedia.org/wiki/Multist...
Perception and the Paradigm Shift
#Art #Design #BistablePerception #Mind #Consciousness #Polarity #ParadigmShift
en.wikipedia.org/wiki/Multist...
March 30, 2025 at 5:54 PM
Bistable or Multistable
Perception and the Paradigm Shift
#Art #Design #BistablePerception #Mind #Consciousness #Polarity #ParadigmShift
en.wikipedia.org/wiki/Multist...
Perception and the Paradigm Shift
#Art #Design #BistablePerception #Mind #Consciousness #Polarity #ParadigmShift
en.wikipedia.org/wiki/Multist...
Multistable Shape from Shading Emerges from Patch Diffusion #NeurIPS2024 Spotlight
X. Nicole Han, T. Zickler and K. Nishino (Harvard+Kyoto)
Diffusion-based SFS lets you sample multistable shape perception!
Nicole at poster on Th 12/12 11am East A-C 1308
vision.ist.i.kyoto-u.ac.jp/research/mss...
X. Nicole Han, T. Zickler and K. Nishino (Harvard+Kyoto)
Diffusion-based SFS lets you sample multistable shape perception!
Nicole at poster on Th 12/12 11am East A-C 1308
vision.ist.i.kyoto-u.ac.jp/research/mss...
December 10, 2024 at 8:13 AM
Multistable Shape from Shading Emerges from Patch Diffusion #NeurIPS2024 Spotlight
X. Nicole Han, T. Zickler and K. Nishino (Harvard+Kyoto)
Diffusion-based SFS lets you sample multistable shape perception!
Nicole at poster on Th 12/12 11am East A-C 1308
vision.ist.i.kyoto-u.ac.jp/research/mss...
X. Nicole Han, T. Zickler and K. Nishino (Harvard+Kyoto)
Diffusion-based SFS lets you sample multistable shape perception!
Nicole at poster on Th 12/12 11am East A-C 1308
vision.ist.i.kyoto-u.ac.jp/research/mss...
Bistable or Multistable
Perception and the Paradigm Shift
#Art #Design #BistablePerception #Mind #Consciousness #Polarity #Inversion #Depolarisation #TheParadigmShift
en.wikipedia.org/wiki/Multist...
Perception and the Paradigm Shift
#Art #Design #BistablePerception #Mind #Consciousness #Polarity #Inversion #Depolarisation #TheParadigmShift
en.wikipedia.org/wiki/Multist...
January 11, 2026 at 10:16 AM
Bistable or Multistable
Perception and the Paradigm Shift
#Art #Design #BistablePerception #Mind #Consciousness #Polarity #Inversion #Depolarisation #TheParadigmShift
en.wikipedia.org/wiki/Multist...
Perception and the Paradigm Shift
#Art #Design #BistablePerception #Mind #Consciousness #Polarity #Inversion #Depolarisation #TheParadigmShift
en.wikipedia.org/wiki/Multist...
Group dynamics shape contagion onsets and multistable active phases under collective reinforcement arxiv.org/abs/2603.28566
Group dynamics shape contagion onsets and multistable active phases under collective reinforcement
Group-based reinforcement can induce discontinuous transitions from inactive to active phases in higher-order contagion models. However, these results are typically obtained on static interaction stru...
arxiv.org
March 31, 2026 at 12:35 PM
Group dynamics shape contagion onsets and multistable active phases under collective reinforcement arxiv.org/abs/2603.28566
@ms.now @whitehouse-47.bsky.social
Bistable or Multistable Perception
#BistablePerception #Mind #Consciousness #Polarity #TheParadigmShift
en.wikipedia.org/wiki/Multist...
Bistable or Multistable Perception
#BistablePerception #Mind #Consciousness #Polarity #TheParadigmShift
en.wikipedia.org/wiki/Multist...
September 22, 2026 at 9:05 AM
@ms.now @whitehouse-47.bsky.social
Bistable or Multistable Perception
#BistablePerception #Mind #Consciousness #Polarity #TheParadigmShift
en.wikipedia.org/wiki/Multist...
Bistable or Multistable Perception
#BistablePerception #Mind #Consciousness #Polarity #TheParadigmShift
en.wikipedia.org/wiki/Multist...
Bistable or Multistable Perception
#Art #Design #BistablePerception #Mind #Consciousness #Polarity #ParadigmShift
en.wikipedia.org/wiki/Multist...
#Art #Design #BistablePerception #Mind #Consciousness #Polarity #ParadigmShift
en.wikipedia.org/wiki/Multist...
May 28, 2025 at 3:26 PM
Bistable or Multistable Perception
#Art #Design #BistablePerception #Mind #Consciousness #Polarity #ParadigmShift
en.wikipedia.org/wiki/Multist...
#Art #Design #BistablePerception #Mind #Consciousness #Polarity #ParadigmShift
en.wikipedia.org/wiki/Multist...
@ms.now @whitehouse-47.bsky.social
Bistable or Multistable Perception
(The Paradigm Shift)
#BistablePerception #Mind #Consciousness #Polarity #TheParadigmShift
en.wikipedia.org/wiki/Multist...
Bistable or Multistable Perception
(The Paradigm Shift)
#BistablePerception #Mind #Consciousness #Polarity #TheParadigmShift
en.wikipedia.org/wiki/Multist...
September 22, 2026 at 9:05 AM
@ms.now @whitehouse-47.bsky.social
Bistable or Multistable Perception
(The Paradigm Shift)
#BistablePerception #Mind #Consciousness #Polarity #TheParadigmShift
en.wikipedia.org/wiki/Multist...
Bistable or Multistable Perception
(The Paradigm Shift)
#BistablePerception #Mind #Consciousness #Polarity #TheParadigmShift
en.wikipedia.org/wiki/Multist...
Can we guarantee the behavior of an RNN to generalize well for infinite time? 🧠♾️
Similar to universal approximation theorems in deep nets, for systems that forget everything eventually, there are guarantees. We prove it for multistable systems!
arxiv.org/abs/2602.08640 w/ @memming.bsky.social
(1/6)
Similar to universal approximation theorems in deep nets, for systems that forget everything eventually, there are guarantees. We prove it for multistable systems!
arxiv.org/abs/2602.08640 w/ @memming.bsky.social
(1/6)
February 12, 2026 at 3:55 PM
Can we guarantee the behavior of an RNN to generalize well for infinite time? 🧠♾️
Similar to universal approximation theorems in deep nets, for systems that forget everything eventually, there are guarantees. We prove it for multistable systems!
arxiv.org/abs/2602.08640 w/ @memming.bsky.social
(1/6)
Similar to universal approximation theorems in deep nets, for systems that forget everything eventually, there are guarantees. We prove it for multistable systems!
arxiv.org/abs/2602.08640 w/ @memming.bsky.social
(1/6)
SUMMARY: don’t ignore logic when from GRN -> ODEs
Although we can’t offer you a way to choose a priori, we can design experiments that infer the GRN logic used by cells undergoing a cell state transition!
paper: 10.1101/2024.12.03.626660
code: github.com/maclean-lab/...
feedback welcome! 🚀
Although we can’t offer you a way to choose a priori, we can design experiments that infer the GRN logic used by cells undergoing a cell state transition!
paper: 10.1101/2024.12.03.626660
code: github.com/maclean-lab/...
feedback welcome! 🚀
GitHub - maclean-lab/network-logic-EMT: GRN models of EMT to investigate the effects of network logic on multistable phenotypes
GRN models of EMT to investigate the effects of network logic on multistable phenotypes - maclean-lab/network-logic-EMT
github.com
December 13, 2024 at 9:57 PM
SUMMARY: don’t ignore logic when from GRN -> ODEs
Although we can’t offer you a way to choose a priori, we can design experiments that infer the GRN logic used by cells undergoing a cell state transition!
paper: 10.1101/2024.12.03.626660
code: github.com/maclean-lab/...
feedback welcome! 🚀
Although we can’t offer you a way to choose a priori, we can design experiments that infer the GRN logic used by cells undergoing a cell state transition!
paper: 10.1101/2024.12.03.626660
code: github.com/maclean-lab/...
feedback welcome! 🚀