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13 Results

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Poster
Thu 14:00 Meta-Reinforcement Learning with Self-Modifying Networks
Mathieu Chalvidal · Thomas Serre · Rufin VanRullen
Poster
Wed 14:00 Beyond accuracy: generalization properties of bio-plausible temporal credit assignment rules
Yuhan Helena Liu · Arna Ghosh · Blake Richards · Eric Shea-Brown · Guillaume Lajoie
Poster
Thu 14:00 Biologically-plausible backpropagation through arbitrary timespans via local neuromodulators
Yuhan Helena Liu · Stephen Smith · Stefan Mihalas · Eric Shea-Brown · Uygar Sümbül
Poster
Thu 14:00 A contrastive rule for meta-learning
Nicolas Zucchet · Simon Schug · Johannes von Oswald · Dominic Zhao · João Sacramento
Poster
Wed 9:00 PlasticityNet: Learning to Simulate Metal, Sand, and Snow for Optimization Time Integration
Xuan Li · Yadi Cao · Minchen Li · Yin Yang · Craig Schroeder · Chenfanfu Jiang
Poster
Tue 14:00 Single-phase deep learning in cortico-cortical networks
Will Greedy · Heng Wei Zhu · Joseph Pemberton · Jack Mellor · Rui Ponte Costa
Poster
Wed 14:00 A Theoretical Framework for Inference Learning
Nick Alonso · Beren Millidge · Jeffrey Krichmar · Emre O Neftci
Workshop
Physics-informed neural networks for modeling rate- and temperature-dependent plasticity
Rajat Arora · Pratik Kakkar · Amit Chakraborty · Biswadip Dey
Workshop
Exploring The Precision of Real Intelligence Systems at Synapse Resolution
Mohammad Samavat · Tom Bartol · Kristen Harris · Terrence Sejnowski
Workshop
Informing generative replay for continual learning with long-term memory formation in the fruit fly
Brian Robinson · Justin Joyce · Raphael Norman-Tenazas · Gautam Vallabha · Erik Johnson
Workshop
Achieving a Better Stability-Plasticity Trade-off via Auxiliary Networks in Continual Learning
Sanghwan Kim · Lorenzo Noci · Antonio Orvieto · Thomas Hofmann
Workshop
Fri 8:25 Recall-gated plasticity as a principle of systems memory consolidation
Jack Lindsey · Ashok Litwin-Kumar