Neural Synthesis: Andrea Luppi's website
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  • Publications
    • Comprehensive profiling of brain dynamics during anesthesia across phylogeny
    • netneurotools: a trainee-oriented approach to network neuroscience
    • Human cortical networks trade communication efficiency for computational reliability
    • Four faces of information in natural systems
    • Mapping basal ganglia circuitry in altered states of consciousness: from pathology to pharmacology
    • The neurobiological complexity of brain dynamics: The neurogliovascular unit and its relevance for psychiatry
    • Sampling bias corrections for discrete and Gaussian partial information decompositions
    • Neuromorphic hierarchical modular reservoirs
    • The blueprint of human functional architecture shifts from cognition to anatomy during perturbations of consciousness
    • Competitive interactions shape mammalian brain network dynamics and computation
    • Evolving reservoir computers reveal bidirectional coupling between predictive power and emergent dynamics
    • Synapse types are spatially associated with regional hemodynamics in the mouse brain
    • Convergent transcriptomic and connectomic controllers of information integration and its anaesthetic breakdown across mammalian brains
    • Neurotransmission-modulated whole-brain computation captures full task repertoire
    • Cognitive cartography of mammalian brains using meta-analysis of AI experts
    • Towards an informational account of interpersonal coordination
    • Toward a unified taxonomy of information dynamics via Integrated Information Decomposition
    • Top-down and bottom-up neuroscience: overcoming the clash of research cultures
    • Benchmarking methods for mapping functional connectivity in the brain
    • Network control energy reductions under DMT relate to serotonin receptors, signal diversity, and subjective experience
    • Connectome harmonic decomposition tracks the presence of disconnected consciousness during ketamine-induced unresponsiveness
    • General anaesthesia decreases the uniqueness of brain functional connectivity across individuals and species
    • The control costs of human brain dynamics
    • Benchmarking macaque brain gene expression for horizontal and vertical translation
    • Metastability demystified — the foundational past, the pragmatic present and the promising future
    • Contributions of network structure, chemoarchitecture and diagnostic categories to transitions between cognitive topographies
    • Unravelling consciousness and brain function through the lens of time, space, and information
    • Systematic evaluation of fMRI data-processing pipelines for consistent functional connectomics
    • Synergistic information supports modality integration and flexible learning in neural networks solving multiple tasks
    • What anaesthesia reveals about human brains and consciousness
    • Information decomposition and the informational architecture of the brain
    • Oxygen and the Spark of Human Brain Evolution: Complex Interactions of Metabolism and Cortical Expansion across Development and Evolution
    • Quantifying synergy and redundancy between networks
    • Local orchestration of distributed functional patterns supporting loss and restoration of consciousness in the primate brain
    • A role for the serotonin 2A receptor in the expansion and functioning of human transmodal cortex
    • Acute thalamic connectivity precedes chronic post-concussive symptoms in mild traumatic brain injury
    • A synergistic workspace for human consciousness revealed by Integrated Information Decomposition
    • Computational modelling in disorders of consciousness: Closing the gap towards personalised models for restoring consciousness
    • In vivo mapping of pharmacologically induced functional reorganization onto the human brain’s neurotransmitter landscape
    • Reduced emergent character of neural dynamics in patients with a disrupted connectome
    • Distributed harmonic patterns of structure-function dependence orchestrate human consciousness
    • Dynamical models to evaluate structure–function relationships in network neuroscience
    • A synergistic core for human brain evolution and cognition
    • Disentangling high-order mechanisms and high-order behaviours in complex systems
    • Whole-brain modelling identifies distinct but convergent paths to unconsciousness in anaesthesia and disorders of consciousness
    • What it is like to be a bit: an integrated information decomposition account of emergent mental phenomena
    • Dopaminergic brainstem disconnection is common to pharmacological and pathological consciousness perturbation
    • Mechanisms Underlying Disorders of Consciousness: Bridging Gaps to Move Toward an Integrated Translational Science
    • LSD alters dynamic integration and segregation in the human brain
    • Combining network topology and information theory to construct representative brain networks
    • Preserved fractal character of structural brain networks is associated with covert consciousness after severe brain injury
    • Complementary Inhibitory Weight Profiles Emerge from Plasticity and Allow Flexible Switching of Receptive Fields
    • Consciousness-specific dynamic interactions of brain integration and functional diversity
    • Reconsidering unconscious persistence: Suppressing unwanted memories reduces their indirect expression in later thoughts
  • Projects
    • Cooperative-Competitive Whole-Brain Model
    • Literature Synthesis with Large Language Models
    • Redefining functional connectivity for fMRI
    • Resources for Neuro-AI Trainees
    • Cognitive Matching with NeuroSynth
    • Macaque brain genes
    • Information Decomposition
    • Trustworthy functional connectomics
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Resources for Neuro-AI Trainees

May 1, 2025 · 0 min read
Go to Project Site
Last updated on May 1, 2025
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Andrea Luppi, PhD
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Andrea Luppi, PhD
Principal Investigator, ERC & Wellcome Trust
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© 2026 Andrea Luppi. This work is licensed under CC BY NC ND 4.0

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