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avidcommentor · @avidcommentor
2 followers · 36 posts · Server social.vivaldi.net

I fear that network states will never gain the recognition necessary for physical land ownership and sovereignty.

#networkstates

Last updated 1 year ago
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Megan Janas · @meganj
7 followers · 10 posts · Server mas.to

Network states are the future of governance. Decentralized and open-source systems that use transparent algorithms to coordinate human behavior have the potential to create more efficient, transparent, and responsive systems.

#governance #networkstates

Last updated 2 years ago
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Manlio De Domenico · @manlius
1985 followers · 508 posts · Server mathstodon.xyz
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Qualcuno (che in 3 anni avrebbe potuto prendere una laurea in epidemiologia, ma preferisce chiedere i vostri soldi) continua a diffondere informazioni errate, questa volta sul caso Cina.

Vediamo perchè, rispolverando un pò di storia recente e adattandola ad oggi.

1/

Of interest for:

@networkscience @complexsystems @neuroscience

#neuroscience #computationalbiology #networkstates #statisticalphysics #CollectiveBehavior #ComplexNetworks #complexsystems

Last updated 2 years ago
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Manlio De Domenico · @manlius
1965 followers · 505 posts · Server mathstodon.xyz
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After 6 years using Gibbsian states for network density matrices, w/ @ArshamGhavasieh we've finally shown under which conditions they are also max-entropy network states!

We gain new insights on coalescence processes and find unexpected behaviors:

👉arxiv.org/abs/2212.02392

Of interest for:

@networkscience @complexsystems @neuroscience

#neuroscience #computationalbiology #networkstates #statisticalphysics #CollectiveBehavior #ComplexNetworks #complexsystems

Last updated 2 years ago
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Megan Janas · @meganj
0 followers · 4 posts · Server mas.to

#networkstates #FTX #crypto #Web3

Last updated 2 years ago
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tmccormick · @tmccormick
341 followers · 199 posts · Server social.coop
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RT @kiftlife
How can empower new forms of community organization? 💭

Learn more about the rise of and on our upcoming Twitter Space with @afropolitan’s co-founder @Echecrates 🌐

Set a reminder 👉 twitter.com/i/spaces/1YpKkgDvX

#web3 #networkstates #geodistributedcities

Last updated 2 years ago
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Manlio De Domenico · @manlius
1622 followers · 464 posts · Server mathstodon.xyz

This is unexplored territory for us and our formalism. Collaborations are more than welcome.

CC: @lmrocha @PessoaBrain @c4computation @ricard_sole@twitter.com @cxdig@twitter.com @net_science@twitter.com

/end

@networkscience @complexsystems Of interest for: @neuroscience

#neuroscience #computationalbiology #networkstates #statisticalphysics #CollectiveBehavior #ComplexNetworks #complexsystems

Last updated 2 years ago
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Manlio De Domenico · @manlius
1622 followers · 464 posts · Server mathstodon.xyz
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What is the contribution of network asymmetries to the entropy?

To answer, we considered the case where such asymmetries are small enough to be considered as a perturbation of a symmetric structure.

We find the microscopic conditions to guarantee a physical entropy.

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@networkscience @complexsystems Of interest for: @neuroscience

#neuroscience #computationalbiology #networkstates #statisticalphysics #CollectiveBehavior #ComplexNetworks #complexsystems

Last updated 2 years ago
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Manlio De Domenico · @manlius
1622 followers · 464 posts · Server mathstodon.xyz

The paper has some bonus appendices, where we show some math to better understand statistical ensemble microstates in the case of Hermitian and non-Hermitian control operators, gaining interesting insights on entropy.

But here I want to mention another appendix.

10/

@networkscience @complexsystems Of interest for: @neuroscience

#neuroscience #computationalbiology #networkstates #statisticalphysics #CollectiveBehavior #ComplexNetworks #complexsystems

Last updated 2 years ago
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Manlio De Domenico · @manlius
1622 followers · 464 posts · Server mathstodon.xyz

We find that it is not trivial to tell in advance which class of network has the highest functional diversity: deducing it directly from the structure or the dynamical rules, alone, is impossible

Our density matrix formalism allows to consider the two factors, simultaneously

9/

@networkscience @complexsystems Of interest for: @neuroscience

#neuroscience #computationalbiology #networkstates #statisticalphysics #CollectiveBehavior #ComplexNetworks #complexsystems

Last updated 2 years ago
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Manlio De Domenico · @manlius
1622 followers · 464 posts · Server mathstodon.xyz

It has global maxima at different propagation scales for different networks with distinct dynamical coefficients, which is higher for the original network compared to the others in almost all cases considered.

8/

@networkscience @complexsystems Of interest for: @neuroscience

#neuroscience #computationalbiology #networkstates #statisticalphysics #CollectiveBehavior #ComplexNetworks #complexsystems

Last updated 2 years ago
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Manlio De Domenico · @manlius
1622 followers · 464 posts · Server mathstodon.xyz
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Applications? See here the C. elegans neural network and its response to perturbations compared against two generative models from different ensembles.

We focused on the fragility of functional diversity: an
indicator of how a system can stay operative in noisy environments

7/

@networkscience @complexsystems Of interest for: @neuroscience

#neuroscience #computationalbiology #networkstates #statisticalphysics #CollectiveBehavior #ComplexNetworks #complexsystems

Last updated 2 years ago
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Manlio De Domenico · @manlius
1622 followers · 464 posts · Server mathstodon.xyz
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Since we are less constrained, we can analyze what happens when coupling different network topologies with distinct (nonlinear) dynamics:

- build the corresponding partition functions
- calculate the entropy, ...

6/

@networkscience @complexsystems Of interest for: @neuroscience

#neuroscience #computationalbiology #networkstates #statisticalphysics #CollectiveBehavior #ComplexNetworks #complexsystems

Last updated 2 years ago
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Manlio De Domenico · @manlius
1622 followers · 464 posts · Server mathstodon.xyz
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In contrast with the statistical propagator, the diag elements of this density matrix admit a probabilistic
interpretation even for non-Hermitian control operators, allowing to exploration a broader set of problems.

Nicely, it reduces to what we know in the Hermitian case.

5/

@networkscience @complexsystems Of interest for: @neuroscience

#neuroscience #computationalbiology #networkstates #statisticalphysics #CollectiveBehavior #ComplexNetworks #complexsystems

Last updated 2 years ago
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Manlio De Domenico · @manlius
1622 followers · 464 posts · Server mathstodon.xyz
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Again, we view the propagation of perturbations through
a complex network as a model of information flow.

However, here we use signal processing to understand how system’s units communicate with each other.

4/

@networkscience @complexsystems Of interest for: @neuroscience

#neuroscience #computationalbiology #networkstates #statisticalphysics #CollectiveBehavior #ComplexNetworks #complexsystems

Last updated 2 years ago
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Manlio De Domenico · @manlius
1622 followers · 464 posts · Server mathstodon.xyz
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The statistical field theory approach makes a great job when we work with diffusive dynamics on undirected networks, but it is difficult to extend to nonlinear dynamics and more complex topologies (signed, directed, ...), which lead to non-Hermitian control operators.

3/

@networkscience @complexsystems Of interest for: @neuroscience

#neuroscience #computationalbiology #networkstates #statisticalphysics #CollectiveBehavior #ComplexNetworks #complexsystems

Last updated 2 years ago
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Manlio De Domenico · @manlius
1622 followers · 464 posts · Server mathstodon.xyz
Twitter - Manlio De Domenico 👉 manlius@mathstodon.xyz on Twitter

If you want to get a better idea of the content, you should be familiar with the context.

I keep a fair list of papers related to the context and you can parse it before going ahead:

2/

twitter.com/manlius84/status/1

@networkscience @complexsystems Of interest for: @neuroscience

#neuroscience #computationalbiology #networkstates #statisticalphysics #CollectiveBehavior #ComplexNetworks #complexsystems

Last updated 2 years ago
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Manlio De Domenico · @manlius
1610 followers · 450 posts · Server mathstodon.xyz

With some delay, here the thread on our latest paper w/ @ArshamGhavasieh where we provide an alternative approach to build network states in terms of density matrices.

We generalize the existing approach and significantly extend it.

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arxiv.org/abs/2210.16701

@networkscience @complexsystems Of interest for: @neuroscience

#neuroscience #computationalbiology #networkstates #statisticalphysics #CollectiveBehavior #ComplexNetworks #complexsystems

Last updated 2 years ago
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#AxisOfEasy · @axisofeasy
32 followers · 621 posts · Server nojack.easydns.ca

#zoe #wpfilemanager #wordfence #tslaq #tinder #shlayer #patrickwardle #neuralink #networkstates #grindr #fortnite #epicgames #elonmusk #cryptosint #brennasmith #bellingcat #appleappstore #amazon #axisofeasy

Last updated 4 years ago
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#AxisOfEasy · @axisofeasy
32 followers · 621 posts · Server nojack.easydns.ca
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#zoe #wpfilemanager #wordfence #tslaq #tinder #shlayer #patrickwardle #neuralink #networkstates #grindr #fortnite #epicgames #elonmusk #cryptosint #brennasmith #bellingcat #appleappstore #amazon

Last updated 4 years ago
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