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14 Results
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Panel
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Wed 10:00 |
Panel 3C-5: Biologically-Plausible Determinant Maximization… & What's the Harm? ... Bariscan Bozkurt · Nathan Kallus |
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Workshop
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Geometry reveals an instructive role of retinal waves as biologically plausible pre-training signals Andrew Ligeralde · Miah Pitcher · Marla Feller · SueYeon Chung |
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Poster
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Thu 14:00 |
Biologically-Plausible Determinant Maximization Neural Networks for Blind Separation of Correlated Sources Bariscan Bozkurt · Cengiz Pehlevan · Alper Erdogan |
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Poster
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Wed 9:00 |
Constrained Predictive Coding as a Biologically Plausible Model of the Cortical Hierarchy Siavash Golkar · Tiberiu Tesileanu · Yanis Bahroun · Anirvan Sengupta · Dmitri Chklovskii |
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Poster
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Wed 9:00 |
On the Stability and Scalability of Node Perturbation Learning Naoki Hiratani · Yash Mehta · Timothy Lillicrap · Peter E Latham |
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Poster
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Tue 14:00 |
Biological Learning of Irreducible Representations of Commuting Transformations Alexander Genkin · David Lipshutz · Siavash Golkar · Tiberiu Tesileanu · Dmitri Chklovskii |
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Poster
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Thu 14:00 |
A contrastive rule for meta-learning Nicolas Zucchet · Simon Schug · Johannes von Oswald · Dominic Zhao · João Sacramento |
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Poster
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Thu 14:00 |
Biologically-plausible backpropagation through arbitrary timespans via local neuromodulators Yuhan Helena Liu · Stephen Smith · Stefan Mihalas · Eric Shea-Brown · Uygar Sümbül |
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Poster
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Tue 14:00 |
Single-phase deep learning in cortico-cortical networks Will Greedy · Heng Wei Zhu · Joseph Pemberton · Jack Mellor · Rui Ponte Costa |
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Poster
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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 |
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Poster
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Wed 14:00 |
The least-control principle for local learning at equilibrium Alexander Meulemans · Nicolas Zucchet · Seijin Kobayashi · Johannes von Oswald · João Sacramento |
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Poster
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Tue 9:00 |
Biologically plausible solutions for spiking networks with efficient coding Veronika Koren · Stefano Panzeri |