#neurodon — Public Fediverse posts

@virati
#neuraldynamics #compneuroscience
#neuroscience #compneuro #brain #neuralnetwork
#neurodon @hnp_geneva

A new article with Alejandro Carballosa on the dimension of neural data

A detailed investigation of Shared Variance Component Analysis as a tool to characterize neural dimensionality

Journal of Neuroscience Methods

#Principal Component Analysis
#Shared Variance Component Analysis
# Neural data
#Spontaneous activity

https://tinyurl.com/4tsxs49z

Finally published with David Angulo Garcia:

A theory for self-sustained balanced states in absence of strong external currents
@PLOS

Dynamical balance can be obtained via nonlinear mechanisms without the need of strong external drive: short term depression act as a new balancing mechanism. The complete theory is here reported.

#neuraldynamics #compneuroscience

#neuroscience #compneuro #brain #neuralnetwork
#neurodon @hnp_geneva

Python Package Guru by Fabrizio Damicelli

https://pypkg.guru

search over #PyPI #python #packages
faster than on pypi.org and interactively

discover packages based on their capabilities (eg, try out "fast dataframe")

#neurodon #neuroscience #compsci #scipy

Processes, not things!

Elusive Cures
Why Neuroscience Hasn’t Solved Brain Disorders —and How We Can Change That

Cool & Bold refocusing rethinking by @NicoleCRust

https://press.princeton.edu/books/hardcover/9780691243054/elusive-cures

#weekendreading #NeuroBooks #neurodon #neuroscience #philosophyofneuroscience #neurophilosophy #systemsneuroscience

FIGURE 16: A framework for thinking about the brain as a complex adaptive system.

We are testing a new page to monitor #multipleSclerosis treatments. Will you take a look and give us some feedback?

https://gregory-ms.com/observatory/

#mschat #neurology #neurodon @gregoryMS

Emergence and maintenance of modularity in neural networks with Hebbian and anti-Hebbian inhibitory STDP

with R. Bergoin. @gzamora-lopez.bsky.social , G. Deco, M. Quoi

#neuroscience #compneuro #brain #neuralnetwork
#neurodon @virati @hnp_geneva

https://www.biorxiv.org/content/10.1101/2024.07.15.603496v2

An open access paper :

Gamma oscillatory complexity conveys behavioral information in hippocampal networks with V Douchamps, M di Volo, D Battaglia and R Goutagny
Nat Comm 15, 1849 (2024)

Our findings challenge the idea of rigid gamma sub-bands, showing that behavior shapes ensembles of irregular gamma elements that evolve with learning and depend on hippocampal layers

https://www.nature.com/articles/s41467-024-46012-5

#neuroscience #compneuro #brain #neuralnetwork
#neurodon @virati @hnp_geneva

Posted on the neuropixels slack but might as well ask online too. Is anyone going from neuropixels to kilosort to waveform shape analysis for cell type classification? I’m having trouble finding examples.

#neuroskyence #neuroscience #neurodon

If you're wondering what this is for, I am updating the backend to monitor new clinical trials for #MultipleSclerosis that feeds this page: https://gregory-ms.com/trials/

#NeuroDon, #MSchat,
#Neurology #Science #openscience #BotsFightMS #myelin

Here's what I've got so far
#NeuroDon #MSchat #Neurology #openscience #botsfightms #myelin #science #healthcare #multiplesclerosis

#NeuroDon, #MSchat, I'm setting up searches for central nervous system regeneration and remyelination. What keywords and sources should I use?

Please boost this post.
#Neurology #Science #openscience #BotsFightMS #myelin

@NicoleCRust

As dilettante in neuro, by choice, circumstances faults, consequences, etc.— I always appreciated how you refer yourself as Brain Scientist —instead of Neuroscientist, ea...

!!!

» Aldous Huxley
Julian Huxley
Dr W. Grey Walter
Prof A. J. Ayer

Should we take an anxiety pill?

- The Brains Trust «

https://youtu.be/R-rrQUKAjiQ

#neurodon
#Neuroscience
#neuroscientists
#brainscientists
#mindscientists
#brainmindbody
#PhilosophyofNeuroscience
#neurotheory
#BrainsTrust

@NicoleCRust @awaisaftab @eikofried @amygdaloid @russpoldrack
» But the brain is nothing like a digital computer.
There is no software independent of biology.
Even as neural circuits are computing the current moment and predicting the next, the brain’s structure, including molecules, dendrites and synapses, is changed forever.
It is the biology and plasticity of the brain itself that matter for all experience and action and all psychiatric illness.
There is nothing left over «
S Hyman
#neurodon

@dcm

#MazviitaChirimuuta book
#TheBrainAbstracted povides citations from cool authors in #neurodon #neuroscience #SystemsNeuroscience #PhilosophyOfNeuroscience
#PhilosophyOfAI #philosophyofmind

@MatteoCarandini
@NancyKanwisher
@Neurograce
@garymarcus
@michelamassimi
@melaniemitchell
@Gualtiero
@kordinglab

@aheadofthenerve

You can find #neurofellows & add yourself in the open

#neurodon list
aka
#neuroscience on #mastodon

https://docs.google.com/spreadsheets/d/1k3Q0LOewgIAJolbf-7XagK0twnpjeoyl2uLxR5U80vo/preview#gid=1993776511/html_view

Useful initiative by
@vineettiruvadi

#neurobuzz
#neurometa
#neuroscenius
#neuroIntro
#neuroscenius

Also follow tags & enable the 'Advanced Web Interface' if using browser ui:
https://mastodon.social/@teixi/109366102663397915

#Fediverse
#Newbieverse
#FediTips
#MastodonHelp
#TwitterMigration
#TwitterExodus

@neuroscience
@neuro
@cognition
@cogsci
@cogneurophys

What would a solid scientific study tell us: does the inverting input causally affect V_out in a typical Operational Amplifier?

See below for two accurate images at different abstraction levels.

#science #engineering #medicine #causality #inference #ML #AI #neurodon

» But to what extent & at what scales
brain dynamics & function depend on the specific details of their nodes & edges

&, on the other hand,

to what extent
simple network structure retains sufficient information to account for brain structure, dynamics, & function

are not yet totally clear questions «

Does the brain behave like a (complex) network? I. Dynamics
https://doi.org/10.1016/j.plrev.2023.12.006

#complexsystems
#neurodon
#neurobuzz
#systemsneuroscience
#compneuro

HT subscribe:
https://mathstodon.xyz/@manlius/111744238092534983

By ironical serendiripy, drift, change, synchronicity, or else:

Two new papers with thoughtful #NetworkNeuroscience critique!

» Beyond Networks:
Explaining Dynamics in the Natural and Social Sciences «
@yoginho et al.
https://doi.org/10.31219/osf.io/htc78

» Circular and unified analysis in network neuroscience «
Mika Rubinov
https://doi.org/10.7554/eLife.79559

With different framework approaches, conclusions, while complimentary & so needed!

#ComplexSystems
#NetworkScience
#SystemsNeuroscience
#neurodon
#neurobuzz

@axoaxonic @sandervanbree

End of the Year 2023 Gift

Timely Surprise from
@Brains

What is #Explanation
in #Neuroscience ?

Quarteto 5-15m Lectures
by Dr #MazviitaChirimuuta

1
https://youtu.be/p_zkx2M6YYw
2
https://youtu.be/rd5Pl4UfIDA
3
https://youtu.be/CQmWyb2gn-U
4
https://youtu.be/zuj5Z8o_-5w

A Beginner's Guide To Neural Mechanisms
https://www.neuralmechanisms.org/explanation-in-neuroscience-chirimuuta.html

#complexsystems
#neurotheory
#mindbrain
#neurodon
#neurobuzz
#theoreticalneuroscience
#PhilosophyOfAI
#systemsneuroscience
#PhilosophyOfNeuroscience

» #neuroscience has become so broad & technically sophisticated that individual researchers can no longer fully understand the technical foundations of their experiments.

The average #systemsneuroscience project, for example, requires in-depth knowledge of animal #surgery #mechanical #optical & #electrical #engineering #statistics and #computerscience «

https://www.thetransmitter.org/systems-neuroscience/why-and-how-we-need-to-professionalize-neuroscience/

#neurodon
#neurobuzz
#systemsneuro

@kordinglab

apropos of NMDARs Glutamate:

fav top notch most impressive #scihistory #neurolecture ever!

"Unnoticed Features of Exploratory Experiments from the 60-Year History of the N-methyl - D-aspartate (NMDA) Receptor"
https://youtu.be/xrNrLcE2RZE
John Bickle
2023

From 1949 Hebb
'in one or both cells'
then Watkins, Morris, Collingridge, etc. to
2023 #PhilSci Haueis

#neurophysiology
#neurohistory
#neurodon
#neuroscience
#oldneuropapers
#cogsci
#neurobuzz
#systemsneuroscience
#complexsystems

Professor @melaniemitchell gives 2023 #MargaretBoden Lecture:

”the inability to form conceptual abstraction —and to make abstraction-driven analogies— is a primary source of brittleness and unreliability in #sota #AI”

”I think the the problem that AI has faced at least up till recently is that it has relied on #statistical associations rather than forming concepts”

https://youtu.be/uEN_rOxKkag

#LLMs #cogsci #neurobuzz #neurodon #ml #systemsneuroscience #complexsystems #neuroai #dl
#PhilosophyOfAI

@lydia

Welcome!
Find peers + add yours in the docu form:

#neuroscience on #mastodon
aka
#neurodon list
by @vineettiruvadi

#neurobuzz #neurometa

(add multiple tags to all posts to better & fastly spread out to other instances —no remorse for typo mistakes: can edit afterwards—

#neuroscenius

ȏ.̮ȏ

https://docs.google.com/spreadsheets/d/1k3Q0LOewgIAJolbf-7XagK0twnpjeoyl2uLxR5U80vo/preview#gid=1993776511/html_view

Cool #BrainInspired Surprise:

#ContextChangesEverything comes about 25 years after her previous classic #DynamicsInAction

#AliciaJuarrero is a philosopher and has been interested in complexity since before it was cool

https://braininspired.co/podcast/174/

#complexsystems
#neurotheory
#NeuronalEnsemble
#mindbrain
#neurodon
#neuroscience
#neurobuzz
#constraints
#systemsneuroscience

Can you understand *everything* about a butterfly by only dissecting it and/or fixing it for tissue studies?

#science #neuroscience #neurodon #medicine

Is there a way to study neuromodulation, particularly invasive neuromodulation, outside of institutional confines? Outside of huge capital raises? Something anchored in community, in accessibility and egalitarianism?

What do you think?

#neuroscience #neurodon #dbs #bci #science #medicine

@Nosrat

Don't forget to find peers & add yourself in the:

#neurodon list
aka
#neuroscience on #mastodon

by @vineettiruvadi

https://docs.google.com/spreadsheets/d/1k3Q0LOewgIAJolbf-7XagK0twnpjeoyl2uLxR5U80vo/preview

@Iris

Don't forget to find peers & add yourself in the #neurodon list
aka
#neuroscience on #mastodon
by @vineettiruvadi
https://docs.google.com/spreadsheets/d/1k3Q0LOewgIAJolbf-7XagK0twnpjeoyl2uLxR5U80vo/preview

@elduvelle @AllenNeuroLab

Also find peers & add yourself in the doc form:

#neuroscience on #mastodon
aka
#neurodon list
by @vineettiruvadi

ȏ.̮ȏ

https://docs.google.com/spreadsheets/d/1k3Q0LOewgIAJolbf-7XagK0twnpjeoyl2uLxR5U80vo/preview#gid=1993776511/html_view

The brain is a set of sine waves

#neuroscience #neurodon #AI #ML