Michelle Girvan

4PUBLICATIONS
6CO-AUTHORS
Context learningReinforcement learningSemi- and unsupervised learningQuantum engineering systems (incl. computing and communications)
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Publications (4)

|Jul 17, 2026
Tailored forecasting from short time series via meta-learning.

|Nov 20, 2025
Boosting reservoir computing with brain-inspired adaptive control of E-I balance.

Keshav Srinivasan, Dietmar Plenz, Michelle Girvan

|Oct 28, 2025
Learning beyond experience: Generalizing to unseen state space with reservoir computing.

Declan A Norton, Yuanzhao Zhang, Michelle Girvan

|Jun 05, 2024
Hybridizing traditional and next-generation reservoir computing to accurately and efficiently forecast dynamical systems.

R Chepuri, D Amzalag, T M Antonsen

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Frequent Collaborators

2 joint publications

Declan A Norton

1 joint publications

R Chepuri

1 joint publications

D Amzalag

1 joint publications

T M Antonsen