#bioinspiredcomputing

Updated 4th Chapter of my "#EvolutionarySystems and #BioInspiredComputing " 2024 Class. #SelfOrganization #Criticality #Robustness #Resilience #Evolvability
https://casci.binghamton.edu/academics/i-bic/lec04.php

Updated third chapter of my #EvolutionarySystems and #bioinspiredComputing class. This semester I added a new subsection about #complexsystems and #systemsScience approaches to studying life, from #artificallife to #systemsbiology. "#MODELING THE WORLD AND SYSTEMS APPROACH TO LIFE"

https://casci.binghamton.edu/academics/i-bic/lec03.php

#ComplexityThoughts issue #23: #ComplexSystems #Neuroscience #BioInspiredComputing #HumanBehavior #BiologicalSystems

Unraveling complexity: building knowledge, one paper at a time!
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https://open.substack.com/pub/manlius/p/complexity-thoughts-issue-23?r=n4iyo&utm_campaign=post&utm_medium=web&showWelcome=true

#ComplexityThoughts issue #20 is out: this time we cover from #ComplexSystems foundations to #BioInspiredComputing #EvolutionaryBiology #ArtificialIntelligence #Neuroscience #Epidemiology

Unraveling complexity: building knowledge, one paper at a time!
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https://manlius.substack.com/p/complexity-thoughts-issue-20

This #ComplexityThoughts drawn by an AI

Waiting for it, right?

#ComplexityThoughts issue #19 is coming: amazing new papers,from #ComplexSystems foundations to #BioInspiredComputing #CollectiveBehavior & #UrbanSystems

Unraveling complexity: building knowledge, one paper at a time!
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https://manlius.substack.com/p/complexity-thoughts-issue-19

The next #ComplexityThoughts drawn by an AI

#ComplexityThoughts issue #18 is out: amazing new papers, from #ComplexSystems foundations to #BioInspiredComputing #EvolutionaryDynamics #CollectiveBehavior & #Neuroscience

Unraveling complexity: building knowledge, one paper at a time!
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https://manlius.substack.com/p/complexity-thoughts-issue-18

In the issue #17 amazing new papers, from #ComplexSystems foundations to #BioInspiredComputing #EvolutionaryDynamics #Ecosystems #CollectiveBehavior & #Neuroscience

Unraveling complexity: building knowledge, one paper at a time!

Curious and want to know more?
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https://manlius.substack.com/p/complexity-thoughts-issue-17

In the figure: a visual preview of the next #ComplexityThoughts as drawn by an AI.

In the figure: the next #ComplexityThoughts drawn by an AI.

In the issue #16 amazing new papers, from #ComplexSystems foundations to #ClimateChange #Ecosystems and #BioInspiredComputing

Unraveling complexity: building knowledge, one paper at a time!

Curious and want to know more
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https://manlius.substack.com/p/complexity-thoughts-issue-16

A new issue (n° 10) of #ComplexityThoughts is out!

https://manlius.substack.com/p/complexity-thoughts-issue-10

From #NetworkScience to #AI, #CollectiveBehavior & #OriginOfLife in this issue.

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#ComplexSystems #BioInspiredComputing #NetworkScience #DataScience

@networkscience @complexsystems @neuroscience

A new issue (n° 9) of #ComplexityThoughts is out!

https://manlius.substack.com/p/complexity-thoughts-issue-9

Spread the word and suggest a Thought for the next time ;)

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#ComplexSystems #BioInspiredComputing #NetworkScience #DataScience

@networkscience @complexsystems @neuroscience

Are you ready for the #ComplexityThoughts Issue #8?

From #NetworkScience to #DataScience, #NetworkNeuroscience & #NetworkMedicine in this issue.

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#ComplexSystems #BioInspiredComputing

@networkscience @complexsystems @neuroscience

Updating #EvolutionarySystems and #BioinspiredComputing lecture notes as the semester unfolds:

1. What is #Life? https://casci.binghamton.edu/academics/i-bic/lec01.php

2. The Logical Mechanisms of Life https://casci.binghamton.edu/academics/i-bic/lec02.php

#artificiallife

Teaching this #EvolutionarySystems and #BioinspiredComputing course this semester
https://casci.binghamton.edu/academics/i-bic
Just updated chapter 1 of lecture notes "What is Life?" https://casci.binghamton.edu/academics/i-bic/lec01.php

Are you ready for the #ComplexityThoughts Issue #6?

From network foundations to global systems, embodiment and network medicine.

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#ComplexSystems #BioInspiredComputing #NetworkMedicine

@networkscience @complexsystems @neuroscience

Do we need to hardwire hierarchical connectivity in recurrent neural networks to achieve predictive coding (PC)?

PC is an emergent consequence of an energy efficiency principle, leading to separate subpopulations of prediction and error units.

https://www.cell.com/patterns/fulltext/S2666-3899(22)00271-9

#ComplexSystems #NetworkNeuroscience #BioInspiredComputing #ComputationalBiology

@neuroscience @networkscience @complexsystems

@PessoaBrain @WiringtheBrain @kordinglab @ricard_sole @albertcardona @c4computation

“intrinsic stochasticity is probably positively utilized by brains, not only to optimize the signal response but also to induce intelligence itself, and one of the key roles, played by astrocytes in information processing, could be dealing with noises”

#BioInspiredComputing #ComputationalBiology #MachineLearning @neuroscience

https://journals.aps.org/prresearch/abstract/10.1103/PhysRevResearch.4.043069

The authors propose a simple single-neuron model where the dendrite is implemented as a sequence of thresholded linear units. They manipulate the underlying architecture and investigate the impacts of binary branching constraints and repetition of synaptic inputs on neural computation, finding that models with such manipulations can perform (surprisingly?) well on machine learning tasks.

#Neuroscience #BioInspiredComputing #MachineLearning @neuroscience

https://direct.mit.edu/neco/article-abstract/33/6/1554/100576/Might-a-Single-Neuron-Solve-Interesting-Machine?redirectedFrom=fulltext

#ComplexityThoughts issue #5 is going out in a few minutes!

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Merry Christmas and Happy 2023!

#ComplexSystems #Emergence #ComplexNetworks #SelfOrganization #CollectiveBehavior #StatisticalPhysics #ComputationalBiology #Neuroscience #BioInspiredComputing

@networkscience @complexsystems @neuroscience

#ecoevo folks #introductions #introduction. I am a former #evolutionary #ecologist. DPhil #UYorkUK #evolutionarydynamics (#adaptivedynamics) #populationdynamics #gametheory #dynamicalsystems #evolutionarystablestrategies #ESS. Postdoc #ULeiden continued this. Postdoc #UCambridge #lifehistoryevolution #soaysheepproject #modelling #reproductivestrategies #dynamicprogramming #fielddata
Where did this lead to? Recruitment into business for #bioinspiredcomputing

#ecoevo folks #introductions #introduction. I am a former #evolutionary #ecologist. DPhil #UYorkUK #evolutionarydynamics (#adaptivedynamics) #populationdynamics #gametheory #dynamicalsystems #evolutionarystablestrategies #ESS. Postdoc #ULeiden continued this. Postdoc #UCambridge #lifehistoryevolution #soaysheepproject #modelling #reproductivestrategies #dynamicprogramming #fielddata
Where did this lead to? Recruitment into business for #bioinspiredcomputing