Matthew Ricci

15 papers A* 4B 1Journal 10
YearRankTypeTitle / Venue / Authors
2025 J jnl
Characterizing Nonlinear Dynamics via Smooth Prototype Equivalences.
CoRR
Roy Friedman, Noa Moriel, Matthew Ricci, Guy Pelc, Yair Weiss, Mor Nitzan
2025 J jnl
MODE: Learning compositional representations of complex systems with Mixtures Of Dynamical Experts.
CoRR
Nathan Quiblier, Roy Friedman, Matthew Ricci
2025 A* conf
TRENDy: Temporal Regression of Effective Nonlinear Dynamics.
ICLR
Matthew Ricci, Guy Pelc, Zoe Piran, Noa Moriel, Mor Nitzan
2024 A* conf
Let's do the time-warp-attend: Learning topological invariants of dynamical systems.
ICLR
Noa Moriel, Matthew Ricci, Mor Nitzan
2024 J jnl
TRENDy: Temporal Regression of Effective Non-linear Dynamics.
CoRR
Matthew Ricci, Guy Pelc, Zoe Piran, Noa Moriel, Mor Nitzan
2023 J jnl
A computational passage-of-time model of the cerebellar Purkinje cell in eyeblink conditioning.
Frontiers Comput. Neurosci.
Matthew Ricci, Junkyung Kim, Fredrik Johansson
2023 J jnl
Let's do the time-warp-attend: Learning topological invariants of dynamical systems.
CoRR
Noa Moriel, Matthew Ricci, Mor Nitzan
2023 A* conf
Phase2vec: dynamical systems embedding with a physics-informed convolutional network.
ICLR
Matthew Ricci, Noa Moriel, Zoe Piran, Mor Nitzan
2022 J jnl
Phase2vec: Dynamical systems embedding with a physics-informed convolutional network.
CoRR
Matthew Ricci, Noa Moriel, Zoe Piran, Mor Nitzan
2022 J jnl
Quantitative properties of the creation and activation of a cell-intrinsic duration-encoding engram.
Frontiers Comput. Neurosci.
Charles R. Gallistel, Fredrik Johansson, Dan-Anders Jirenhed, Anders Rasmussen, Matthew Ricci, Germund Hesslow
2021 A* conf
Go with the flow: Adaptive control for Neural ODEs.
ICLR
Mathieu Chalvidal, Matthew Ricci, Rufin VanRullen, Thomas Serre
2021 J jnl
KuraNet: Systems of Coupled Oscillators that Learn to Synchronize.
CoRR
Matthew Ricci, Minju Jung, Yuwei Zhang, Mathieu Chalvidal, Aneri Soni, Thomas Serre
2020 J jnl
Neural Optimal Control for Representation Learning.
CoRR
Mathieu Chalvidal, Matthew Ricci, Rufin VanRullen, Thomas Serre
2018 J jnl
Not-So-CLEVR: Visual Relations Strain Feedforward Neural Networks.
CoRR
Matthew Ricci, Junkyung Kim, Thomas Serre
2018 B conf
Same-different problems strain convolutional neural networks.
CogSci
Matthew Ricci, Junkyung Kim, Thomas Serre