#computationalneuroscience — Public Fediverse posts

Progress on building an #AI assistant for #Neuroscience: scope, funding, ideas, and a name: #Klea

https://ankursinha.in/2026/09/08/neuroscience-ai-assistant-updates-scope-funding-ideas-and-a-name-klea.html

#Neuroscience #OpenScience #LLM #LangChain #LangGraph #MCP #Python #FastAPI #FastMCP #NeuroML #NWB #ComputationalNeuroscience #ComputationalModelling #DataAnalysis #Klea

TLDR: the #RAG is ready for you to play with. The coding agent is WIP.

Progress on building an #AI assistant for #Neuroscience: scope, funding, ideas, and a name: #Klea

https://ankursinha.in/2026/09/08/neuroscience-ai-assistant-updates-scope-funding-ideas-and-a-name-klea.html

#Neuroscience #OpenScience #LLM #LangChain #LangGraph #MCP #Python #FastAPI #FastMCP #NeuroML #NWB #ComputationalNeuroscience #ComputationalModelling #DataAnalysis #Klea

TLDR: the #RAG is ready for you to play with. The coding agent is WIP.

Progress on building an #AI assistant for #Neuroscience: scope, funding, ideas, and a name: #Klea

https://ankursinha.in/2026/09/08/neuroscience-ai-assistant-updates-scope-funding-ideas-and-a-name-klea.html

#Neuroscience #OpenScience #LLM #LangChain #LangGraph #MCP #Python #FastAPI #FastMCP #NeuroML #NWB #ComputationalNeuroscience #ComputationalModelling #DataAnalysis #Klea

TLDR: the #RAG is ready for you to play with. The coding agent is WIP.

Progress on building an #AI assistant for #Neuroscience: scope, funding, ideas, and a name: #Klea

https://ankursinha.in/2026/09/08/neuroscience-ai-assistant-updates-scope-funding-ideas-and-a-name-klea.html

#Neuroscience #OpenScience #LLM #LangChain #LangGraph #MCP #Python #FastAPI #FastMCP #NeuroML #NWB #ComputationalNeuroscience #ComputationalModelling #DataAnalysis #Klea

TLDR: the #RAG is ready for you to play with. The coding agent is WIP.

Progress on building an #AI assistant for #Neuroscience: scope, funding, ideas, and a name: #Klea

https://ankursinha.in/2026/09/08/neuroscience-ai-assistant-updates-scope-funding-ideas-and-a-name-klea.html

#Neuroscience #OpenScience #LLM #LangChain #LangGraph #MCP #Python #FastAPI #FastMCP #NeuroML #NWB #ComputationalNeuroscience #ComputationalModelling #DataAnalysis #Klea

TLDR: the #RAG is ready for you to play with. The coding agent is WIP.

When an animal moves, its visual system adjusts its neuronal activity to process the changing environmental input, but this adjustment operates on the same mathematical evolutionary principles across both mice and primates despite differing sensory outputs.
#Neurobiology #ComputationalNeuroscience #EvolutionaryBiology #sflorg
https://www.sflorg.com/2026/08/ns08312601.html

The brain uses flexible, multipurpose neural circuits—specifically in the prefrontal cortex—that can be repurposed to store different types of information, such as sensory inputs or action plans, rather than relying on separate, dedicated neurons for every distinct task.
#Neuroscience #CognitiveScience #ComputationalNeuroscience #sflorg
https://www.sflorg.com/2026/08/ns08172601.html

🧠🤖 AIM for the #Brain – How #AI and #Neuroscience Come Together

For more information: https://indico.uni-muenster.de/event/4011/

or: https://philosophies.de/index.php/2026/05/18/aim-for-the-brain/

#AIMfortheBrain #ArtificialIntelligence #Neuroscience #MachineLearning #ComputationalNeuroscience #DataScience #DeepLearning #NeuralNetworks #Consciousness #EEG #MEG #Neuroscience #CDSC #UniversityofMünster #BrainResearch #CognitiveScience #Interdisciplinarity #AI #Research #PredictiveProcessing #Neurotechnology #Science

🧠🤖 AIM for the #Brain – How #AI and #Neuroscience Come Together

For more information: https://indico.uni-muenster.de/event/4011/

or: https://philosophies.de/index.php/2026/05/18/aim-for-the-brain/

#AIMfortheBrain #ArtificialIntelligence #Neuroscience #MachineLearning #ComputationalNeuroscience #DataScience #DeepLearning #NeuralNetworks #Consciousness #EEG #MEG #Neuroscience #CDSC #UniversityofMünster #BrainResearch #CognitiveScience #Interdisciplinarity #AI #Research #PredictiveProcessing #Neurotechnology #Science

🧠🤖 AIM for the #Brain – How #AI and #Neuroscience Come Together

For more information: https://indico.uni-muenster.de/event/4011/

or: https://philosophies.de/index.php/2026/05/18/aim-for-the-brain/

#AIMfortheBrain #ArtificialIntelligence #Neuroscience #MachineLearning #ComputationalNeuroscience #DataScience #DeepLearning #NeuralNetworks #Consciousness #EEG #MEG #Neuroscience #CDSC #UniversityofMünster #BrainResearch #CognitiveScience #Interdisciplinarity #AI #Research #PredictiveProcessing #Neurotechnology #Science

🧠🤖 AIM for the #Brain – How #AI and #Neuroscience Come Together

For more information: https://indico.uni-muenster.de/event/4011/

or: https://philosophies.de/index.php/2026/05/18/aim-for-the-brain/

#AIMfortheBrain #ArtificialIntelligence #Neuroscience #MachineLearning #ComputationalNeuroscience #DataScience #DeepLearning #NeuralNetworks #Consciousness #EEG #MEG #Neuroscience #CDSC #UniversityofMünster #BrainResearch #CognitiveScience #Interdisciplinarity #AI #Research #PredictiveProcessing #Neurotechnology #Science

🧠🤖 AIM for the #Brain – How #AI and #Neuroscience Come Together

For more information: https://indico.uni-muenster.de/event/4011/

or: https://philosophies.de/index.php/2026/05/18/aim-for-the-brain/

#AIMfortheBrain #ArtificialIntelligence #Neuroscience #MachineLearning #ComputationalNeuroscience #DataScience #DeepLearning #NeuralNetworks #Consciousness #EEG #MEG #Neuroscience #CDSC #UniversityofMünster #BrainResearch #CognitiveScience #Interdisciplinarity #AI #Research #PredictiveProcessing #Neurotechnology #Science

🧠🤖 AIM for the #Brain – Wie #KI und #Neurowissenschaft zusammenfinden

Weitere Informationen: https://indico.uni-muenster.de/event/4011/

oder: https://philosophies.de/index.php/2026/05/18/aim-for-the-brain/

#AIMfortheBrain #KünstlicheIntelligenz #Neurowissenschaft #MachineLearning #ComputationalNeuroscience #DataScience #DeepLearning #NeuronaleNetzwerke #Bewusstsein #EEG #MEG #Neuroscience #CDSC #UniversitätMünster #BrainResearch #CognitiveScience #Interdisziplinarität #KI #Forschung #PredictiveProcessing #Neurotechnology #Wissenschaft

🧠🤖 AIM for the #Brain – How #AI and #Neuroscience Come Together

For more information: https://indico.uni-muenster.de/event/4011/

or: https://philosophies.de/index.php/2026/05/18/aim-for-the-brain/

#AIMfortheBrain #ArtificialIntelligence #Neuroscience #MachineLearning #ComputationalNeuroscience #DataScience #DeepLearning #NeuralNetworks #Consciousness #EEG #MEG #Neuroscience #CDSC #UniversityofMünster #BrainResearch #CognitiveScience #Interdisciplinarity #AI #Research #PredictiveProcessing #Neurotechnology #Science

🧠🤖 AIM for the #Brain – How #AI and #Neuroscience Come Together

For more information: https://indico.uni-muenster.de/event/4011/

or: https://philosophies.de/index.php/2026/05/18/aim-for-the-brain/

#AIMfortheBrain #ArtificialIntelligence #Neuroscience #MachineLearning #ComputationalNeuroscience #DataScience #DeepLearning #NeuralNetworks #Consciousness #EEG #MEG #Neuroscience #CDSC #UniversityofMünster #BrainResearch #CognitiveScience #Interdisciplinarity #AI #Research #PredictiveProcessing #Neurotechnology #Science

🧠🤖 AIM for the #Brain – How #AI and #Neuroscience Come Together

For more information: https://indico.uni-muenster.de/event/4011/

or: https://philosophies.de/index.php/2026/05/18/aim-for-the-brain/

#AIMfortheBrain #ArtificialIntelligence #Neuroscience #MachineLearning #ComputationalNeuroscience #DataScience #DeepLearning #NeuralNetworks #Consciousness #EEG #MEG #Neuroscience #CDSC #UniversityofMünster #BrainResearch #CognitiveScience #Interdisciplinarity #AI #Research #PredictiveProcessing #Neurotechnology #Science

🧠🤖 AIM for the #Brain – How #AI and #Neuroscience Come Together

For more information: https://indico.uni-muenster.de/event/4011/

or: https://philosophies.de/index.php/2026/05/18/aim-for-the-brain/

#AIMfortheBrain #ArtificialIntelligence #Neuroscience #MachineLearning #ComputationalNeuroscience #DataScience #DeepLearning #NeuralNetworks #Consciousness #EEG #MEG #Neuroscience #CDSC #UniversityofMünster #BrainResearch #CognitiveScience #Interdisciplinarity #AI #Research #PredictiveProcessing #Neurotechnology #Science

🧠🤖 AIM for the #Brain – How #AI and #Neuroscience Come Together

For more information: https://indico.uni-muenster.de/event/4011/

or: https://philosophies.de/index.php/2026/05/18/aim-for-the-brain/

#AIMfortheBrain #ArtificialIntelligence #Neuroscience #MachineLearning #ComputationalNeuroscience #DataScience #DeepLearning #NeuralNetworks #Consciousness #EEG #MEG #Neuroscience #CDSC #UniversityofMünster #BrainResearch #CognitiveScience #Interdisciplinarity #AI #Research #PredictiveProcessing #Neurotechnology #Science

🧠🤖 AIM for the #Brain – How #AI and #Neuroscience Come Together

For more information: https://indico.uni-muenster.de/event/4011/

or: https://philosophies.de/index.php/2026/05/18/aim-for-the-brain/

#AIMfortheBrain #ArtificialIntelligence #Neuroscience #MachineLearning #ComputationalNeuroscience #DataScience #DeepLearning #NeuralNetworks #Consciousness #EEG #MEG #Neuroscience #CDSC #UniversityofMünster #BrainResearch #CognitiveScience #Interdisciplinarity #AI #Research #PredictiveProcessing #Neurotechnology #Science

🧠🤖 AIM for the #Brain – How #AI and #Neuroscience Come Together

For more information: https://indico.uni-muenster.de/event/4011/

or: https://philosophies.de/index.php/2026/05/18/aim-for-the-brain/

#AIMfortheBrain #ArtificialIntelligence #Neuroscience #MachineLearning #ComputationalNeuroscience #DataScience #DeepLearning #NeuralNetworks #Consciousness #EEG #MEG #Neuroscience #CDSC #UniversityofMünster #BrainResearch #CognitiveScience #Interdisciplinarity #AI #Research #PredictiveProcessing #Neurotechnology #Science

🧠🤖 AIM for the #Brain – How #AI and #Neuroscience Come Together

For more information: https://indico.uni-muenster.de/event/4011/

or: https://philosophies.de/index.php/2026/05/18/aim-for-the-brain/

#AIMfortheBrain #ArtificialIntelligence #Neuroscience #MachineLearning #ComputationalNeuroscience #DataScience #DeepLearning #NeuralNetworks #Consciousness #EEG #MEG #Neuroscience #CDSC #UniversityofMünster #BrainResearch #CognitiveScience #Interdisciplinarity #AI #Research #PredictiveProcessing #Neurotechnology #Science

🧠🤖 AIM for the #Brain – How #AI and #Neuroscience Come Together

For more information: https://indico.uni-muenster.de/event/4011/

or: https://philosophies.de/index.php/2026/05/18/aim-for-the-brain/

#AIMfortheBrain #ArtificialIntelligence #Neuroscience #MachineLearning #ComputationalNeuroscience #DataScience #DeepLearning #NeuralNetworks #Consciousness #EEG #MEG #Neuroscience #CDSC #UniversityofMünster #BrainResearch #CognitiveScience #Interdisciplinarity #AI #Research #PredictiveProcessing #Neurotechnology #Science

I’m excited to share that our article has been published: “Brain Topology Disruption in Early-Onset Dementia: Review of Current Findings and the Need for Network Resilience-Focused Models” (http://dx.doi.org/10.1002/brb3.70903)

In this review, we highlight several important insights:

- A summary of how early‐onset forms of dementia (including Alzheimer’s disease, frontotemporal dementia (FTD), and behavioral variant FTD) show disruption in brain network topology (both structural and functional) rather than purely focal pathology.

- Evidence that brain networks lose their optimal organisational properties (e.g., balance of segregation and integration) in early‐onset dementia, reflecting decline in network resilience. For example, previous work has shown disrupted segregation/integration in large‐scale brain networks in Alzheimer’s/MCI.

- The concept of network resilience as a key lens: rather than only asking “where damage occurs”, the paper argues we should ask “how the network topology fails to compensate, reorganise or maintain function under pathology”. This shifts the view to resilience‐focused models.

- Review of methodological findings: how graph‐theoretic metrics (clustering coefficient, global/local efficiency, modularity, assortativity, small‐worldness) are being applied to neuroimaging and electrophysiology in early dementia.

- Gaps and opportunities: the need for models that integrate network resilience, longitudinal data, multimodal connectivity (structural + functional + electrophysiological) and early‐onset cohorts; and the translational potential for biomarkers and interventions that support network integrity rather than just reduce pathology.

I believe this work contributes to bridging neuroscience, network theory, and clinical neurology, and invites discussion on how we can design interventions that strengthen brain network resilience in dementia.

Thanks to my co-authors (Hema Nawani, Sredha Sunil) and reviewers, and a huge thank you to our professor Veeky Baths for his guidance and support throughout this work.

If you’re working in cognitive neuroscience, network approaches to brain disorders, early‐onset dementia, connectomics or translational neurology, let’s collaborate to make a real impact.

#Neuroscience #BrainNetworks #Dementia #EarlyOnsetDementia #Neurodegeneration #NetworkResilience #ClinicalNeuroscience #GraphTheory #NetworkNeuroscience #ComputationalNeuroscience

New preprint available!

Henri S. Chastain, A. D. Redish (2025). Multiple Decision-Making
Systems and the Common Currency Hypothesis. psyArxiv.
https://osf.io/preprints/psyarxiv/75k6d_v1

In this just-released new preprint, we analyze the consequences of taking both the #neuroeconomic theory of "Common Currency" and the #DecisionMaking theory of "Multiple decision systems" seriously from a #computationalNeuroscience perspective and find that these theories interact and lead to a fascinating set of testable predictions.

#psyarxiv #neuroecononomics #neuroscience #DecisionMaking

Today, Julijana Gjorgjieva will talk about the “Emergence of organization and computation in neural circuits across scales”, organized by the #iBehave network:

🗓 May 12, 2023 🕚 12 am 📍University of Bonn
#compneuro #computationalneuroscience