Research Lab led by @lordgrilo at @NUnetsi. Topology, Complex Systems, Neuroscience, AI.

Joined July 2023
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A new study by CETI Scientists analyzed thousands of hunting attempts and found that sperm whales flexibly switch prey-capture tactics within a single dive โ€” adapting their approach in real time based on how their hunt unfolds. Read the pre-print here: bit.ly/45cW2Lz
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A new study by CETI Scientists analyzed thousands of hunting attempts and found that sperm whales flexibly switch prey-capture tactics within a single dive โ€” adapting their approach in real time based on how their hunt unfolds. Read the pre-print here: bit.ly/45cW2Lz
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Latest one out by @ProjectCETI Network Science team and yours truly๐Ÿ‘‡๐Ÿ‘‡๐Ÿ‘‡๐Ÿ‘‡๐Ÿ‘‡๐Ÿ‘‡๐Ÿ‘‡๐Ÿ‘‡๐Ÿ‘‡๐Ÿ‘‡๐Ÿ‘‡๐Ÿ‘‡๐Ÿ‘‡๐Ÿ‘‡๐Ÿ‘‡๐Ÿ‘‡๐Ÿ‘‡
1/9 How does a sperm whale hunt in darkness, hundreds of metres beneath the surface? Our new preprint reveals a two-level strategy: persistent search across whole dives, paired with rapid switching between distinct prey-capture tactics. Link in๐Ÿงต
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1/9 How does a sperm whale hunt in darkness, hundreds of metres beneath the surface? Our new preprint reveals a two-level strategy: persistent search across whole dives, paired with rapid switching between distinct prey-capture tactics. Link in๐Ÿงต
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Latest one out ๐Ÿ‘‡๐Ÿ‘‡๐Ÿ‘‡๐Ÿ‘‡๐Ÿ‘‡๐Ÿ‘‡๐Ÿ‘‡๐Ÿ‘‡๐Ÿ‘‡
1/ New preprint! When you coarse-grain a network, does the dynamics survive? We prove exactly which coarse-grainings preserve random-walk dynamics across scales โ€” and use it to compare renormalization methods. w/ Francesco Guadagnuolo, @MarcoNurisso , Federica Galluzzi, @all_are
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1/ New preprint! When you coarse-grain a network, does the dynamics survive? We prove exactly which coarse-grainings preserve random-walk dynamics across scales โ€” and use it to compare renormalization methods. w/ Francesco Guadagnuolo, @MarcoNurisso , Federica Galluzzi, @all_are
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The @Stanford biosciences affirmation taken by all of our PhD grads is inspiring, with pledges to: 1) Do science with rigor, integrity, and uncompromising respect for truth 2) Show kindness and compassion to colleagues 3) Show honesty and respect to the public 4) Place public trust in science above self 5) Foster inclusiveness to drive progress 6) Through our actions, honor the legacy of scientists who precede us and earn the respect of those who follow us. 7) Work to advance knowledge for the benefit of all humanity and the world. Seriously brought a tear to my eye.
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๐Ÿง  Renormalization in the brain? With @andreasantor0 @richlyn_jesseba, we're organizing a full-day workshop at @CosyneMeeting (Lisbon, March 16) on how coarse-graining principles from physics can explain neural computation across scales. Link here: nplresearch.github.io/neurorโ€ฆ
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๐Ÿง  Renormalization in the brain? With @andreasantor0 @richlyn_jesseba, we're organizing a full-day workshop at @CosyneMeeting (Lisbon, March 16) on how coarse-graining principles from physics can explain neural computation across scales. Link here: nplresearch.github.io/neurorโ€ฆ
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๐—ฆ๐—ฐ๐—ต๐—ฒ๐—บ๐—ฎ-๐—ฏ๐—ฎ๐˜€๐—ฒ๐—ฑ ๐—ฎ๐—ฐ๐˜๐—ถ๐˜ƒ๐—ฒ ๐—ถ๐—ป๐—ณ๐—ฒ๐—ฟ๐—ฒ๐—ป๐—ฐ๐—ฒ ๐—ฎ๐—ป๐—ฑ ๐—ณ๐—ฟ๐—ผ๐—ป๐˜๐—ฎ๐—น ๐—ฐ๐—ผ๐—ฟ๐˜๐—ถ๐—ฐ๐—ฎ๐—น ๐—ฐ๐—ผ๐—ฑ๐—ถ๐—ป๐—ด ๐—ผ๐—ณ ๐—ฎ๐—ฏ๐˜€๐˜๐—ฟ๐—ฎ๐—ฐ๐˜ ๐˜€๐˜๐—ฟ๐˜‚๐—ฐ๐˜๐˜‚๐—ฟ๐—ฒ Giovanni Pezzulo et al introduce hierarchical model of goal attainment in PFC. Looks very impressive. arxiv.org/abs/2601.18946v1
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When your paper gets screen-time on Apple TV :P [paper here: science.org/doi/10.1126/scieโ€ฆ]
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Latest one out by the lab!
Latest work at #EUSIPCO25!๐Ÿš€ We bring Topological Signal Processing to the brain ๐Ÿง  โ€” showing that edge-based approaches outperform classical GSP in task decoding. Great collab with @MarcoNurisso & @lordgrilo Paper๐Ÿ‘‰ eusipco2025.org/wp-content/uโ€ฆ #Neuroimaging #SignalProcessing #TSP
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Latest work at #EUSIPCO25!๐Ÿš€ We bring Topological Signal Processing to the brain ๐Ÿง  โ€” showing that edge-based approaches outperform classical GSP in task decoding. Great collab with @MarcoNurisso & @lordgrilo Paper๐Ÿ‘‰ eusipco2025.org/wp-content/uโ€ฆ #Neuroimaging #SignalProcessing #TSP
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Excellent post distinguishing mechanisms from behaviours! ๐Ÿ‘‡๐Ÿฝ๐Ÿ‘‡๐Ÿฝ๐Ÿ‘‡๐Ÿฝ (We have a similar discussion in the context of high-order stuff here: arxiv.org/abs/2203.12041)
Attractors are usually not mechanisms.
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