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Eli Muller Profile
Eli Muller

@eli_j_muller

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Statuses
111

Physicist/Neuroscientist, Surfing, Music, Reading, Art

Sydney, New South Wales
Joined June 2018
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@eli_j_muller
Eli Muller
1 year
How is a brain able to support stable neural dynamics and yet remain flexible in order to adapt to changing contexts. Here’s our latest foray into exploring how the thalamus can help. 🧵1/16.
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@eli_j_muller
Eli Muller
16 days
RT @bendfulcher: New preprint!.Why are long-range connectomic interactions in the cortex dominant in shaping dynamics in some experiments….
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@eli_j_muller
Eli Muller
2 months
RT @bendfulcher: Applications for this (well-paid) postdoctoral position in our group in Sydney, Australia close in a few days. Anyone inte….
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@eli_j_muller
Eli Muller
3 months
RT @jchrispang: We are hiring!. @AurinaArn and I are jointly looking for a talented Postdoc in Systems and Comp Neuro at Monash (AUS). If….
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@eli_j_muller
Eli Muller
9 months
RT @DrBMunn: I am absolutely stoked to share our new study on multiscale neural dynamics across species and behaviour + network simulation….
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@eli_j_muller
Eli Muller
9 months
RT @jmacshine: Back when I started my research group, I wanted to build @DrBreaky-esque computational models of the brain, but I knew I nee….
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@eli_j_muller
Eli Muller
11 months
RT @JoshTan19: So excited for this work to be finally out. Thanks to all the co-authors for putting up with me and letting me talk about te….
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@eli_j_muller
Eli Muller
1 year
RT @bendfulcher: New preprint by Rishi Maran @eli_j_muller . "Analyzing the Brain's Dynamic Response to Targeted Stimulation using Generati….
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@eli_j_muller
Eli Muller
1 year
Big thanks to all my collaborators @jmacshine @DrBMunn @bingbrunton @eigensteve @giuliaabaracc @bendfulcher @medelero, Michelle Redinbaugh, Yuri Saalman.
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@eli_j_muller
Eli Muller
1 year
Our findings demonstrate that the thalamus provides versatile control over cortical laminar and non-laminar flows characterizing conscious states – providing an essential feature for adaptive cognition. Heaps more in the paper if you’re interested!.
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@eli_j_muller
Eli Muller
1 year
These changes can also be formulated as a flattening of an attractor landscape and show how the thalamus facilitates novel state formations.
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@eli_j_muller
Eli Muller
1 year
Our biophysical model predicts matrix stimulation should recover non-laminar fluctuations seen in wake. We confirm these predictions in the macaque - finding stimulation of the matrix-rich central thalamus restores non-laminar cortical fluctuations and the waking state.
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@eli_j_muller
Eli Muller
1 year
Some wonderful work in macaque monkeys under propofol anaesthesia showed that stimulating the central thalamus – abundant in matrix nuclei – restores consciousness. . But what dynamics are being restored?.
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@eli_j_muller
Eli Muller
1 year
We then validated this finding using a previously developed large-scale biophysical model of the thalamocortical system showing increased laminarity under anaesthesia. But what about the thalamus’ role?
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@eli_j_muller
Eli Muller
1 year
We first asked whether pharmacological manipulation of conscious brain states impacted laminarity. Human imaging data showed propofol anaesthesia disrupts non-laminar cortical dynamics while preserving laminar flow.
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@eli_j_muller
Eli Muller
1 year
And an increase in stable laminar flow is seen following strong activity of core thalamic nuclei. But what about casual manipulation of these dynamics?
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@eli_j_muller
Eli Muller
1 year
Turning back to the thalamus, these laminar dynamics tend to dominate in cortical areas receiving targeted core thalamocortical projections.
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@eli_j_muller
Eli Muller
1 year
This laminarity is not captured by static correlation and Fourier spectral structure but is made up of dynamical modes with distinct timescales predictive of its future states.
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@eli_j_muller
Eli Muller
1 year
Leveraging techniques from fluid dynamics we found spontaneous human fMRI data exhibits non-trivial fluctuations in laminarity.
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@eli_j_muller
Eli Muller
1 year
To answer this, like a river – instead of tracking topography – which is still highly informative – we can characterise the flow of brain dynamics: which might be calm and largely laminar, or turbulent and non-laminar.
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@eli_j_muller
Eli Muller
1 year
The intuition here is that some thalamocortical cells relay precise information to specific cortical regions, whereas others diffusely modulate ongoing cortical dynamics. But what type of dynamics do they modulate?
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