Andrew Flynn

Farmer | Postdoctoral researcher @UCCsms @infantcentre | PhD in Applied Mathematics | #reservoircomputing, #machinelearning, #dynamicalsystems, #ai, #xai

[Andrew Flynn @apd_flynn]

#COYG #Champions #PremierLeague #Arsenal #DeclanRice

[Andrew Flynn @apd_flynn]

Excited to share some new results on multifunctionality, parameter-aware learning, and confabulation in next generation reservoir computers 💪

Pleasure to work with Daniel, Miralem, and Christoph!

[Nonlinear Sciences Papers @SciencePapers]

Two-shot learning of multiple strange attractors

Daniel Köglmayr, Miralem Spahic, Andrew Flynn, Christoph Räth
https://t.co/KAchRT2dW0 [𝚗𝚕𝚒𝚗.𝙲𝙳]

[Andrew Flynn @apd_flynn]

@AravindKumar264 Hi Aravind! Thank you for the nice question! As we mention in the paper, from our results we interpret that nearby the CT the brain is bistable.

[Andrew Flynn @apd_flynn]

Extremely excited to share a preprint of my postdoctoral research with Sebastian Wieczorek and many fantastic collaborators!

We model seizure onset as different types of critical transition and present a new framework to classify seizure onset in voltage recordings accordingly.

[arXiv math.DS Dynamical Systems @mathDSb]

Andrew Flynn, et al.: Classifying seizure generation mechanisms: A critical transiti... https://t.co/lkfRq6pu1r https://t.co/IcQGuX3l6M https://t.co/BRFzUo1NlR

[Andrew Flynn @apd_flynn]

Delighted to share that our paper has been published as a Featured Article in Chaos (@AIP_Publishing)!

We show that confabulation (AI hallucination) is a built-in feature of bounded learning systems, not a 'bug in the code'.

Read more here 👇

https://t.co/PFSWKIEfFy

[Andrew Flynn @apd_flynn]

Great night at UCC Blow Your Mind Week!

I spoke about ‘What do Fr. Dougal Maguire and ChatGPT have in common?’ … they confabulate; unintentionally generate false information + I gave an intro to my work on the dynamics of confabulation.

Thanks @uccmaths for the invite!

#xAI

[MIE Research Office @MIEResearch]

Lovely to see Oíche Shamhna by Dr Marie Whelton featured on Ireland Am yesterday. @KidsBooksIrel @irelandamvmtv

[Dynamics Days Europe @days_europe]

We are excited to announce the 2025 #DynamicsDaysEurope
@days_europe
#DDEU25 conference that will be held in the beautiful #Thessaloniki, #Greece, 23 - 27 June, 2025! Check for updates in the website of the #DDEU25 https://t.co/f9rgKIEmVH

[Frontiers - Network Physiology @FrontNetPhysiol]

New Research: Exploring the origins of switching dynamics in a multifunctional reservoir computer https://t.co/0I7vYxhIvw #FrontiersIn #NetworkPhysiology

[UCC Math Sciences @UCCsms]

The School of Mathematical Sciences are looking forward to meeting prospective students this Saturday the 12th of Oct when UCC welcomes everyone to the 2024 open day! #MathsUCC #StudyUCC

https://t.co/4SiD3XqRe4

[Andrew Flynn @apd_flynn]

@EricLeonardis Can confirm it’s a wild ride 😎 let us know your reaction to the bci thought experiments!

[Andrew Flynn @apd_flynn]

🚨 New #xAI Research Alert! 🚨

We show why untrained switching dynamics emerge in an artificial neural network; providing new insight towards how machines learn, fail to learn, and confabulate, underpinning the theoretical foundation of applications.

🔗https://t.co/V0d3zJYdSU

[Andrew Flynn @apd_flynn]

@UCCsms

[Andrew Flynn @apd_flynn]

Safe to say the students are engaged when you find memes like these waiting for you on your desk at the start of a lecture! @UCC

[Andrew Flynn @apd_flynn]

🚨🚨 New results on how switching dynamics can emerge in a multifunctional reservoir computer 🚨🚨

Preprint of paper submitted to the metastable dynamics focus issue in @FrontNetPhysiol

#xAI #MachineLearning #NonlinearDynamics #Metastability

[arXiv math.DS Dynamical Systems @mathDSb]

Andrew Flynn, Andreas Amann: Exploring the origins of switching dynamics in a multifunctional reservoir computer https://t.co/LN4yiHmqqS https://t.co/jiGqvtjYZx

[Dynamics Days Europe @days_europe]

#DDEU24 #Bremen: 500 participants from all over the world, 10 parallel sessions, an excellent poster session! New ideas, new collaborations, new friendships! Congratulations to the organizers! See you all in #Thessaloniki, for the #DDEU25. Stay tuned! #dynamicalsystems

[Andrew Flynn @apd_flynn]

Some clips from our minisymposium on ‘dynamics of reservoir computers’ at ⁦@days_europe⁩ in Bremen 🇩🇪 ⁦@constructor_uni⁩

[Eric Partaker @Eric_Partaker]

Why great leaders think like a farmer:

[Andrew Flynn @apd_flynn]

@NatureComms @YingChengLai1 Congratulations to Ling-Wei and co on another spectacular publication!