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Workshop
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Sat 11:00 |
Invited Talk: Universality and individuality in neural dynamics across large populations of recurrent networks David Sussillo |
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Workshop
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Sat 16:45 |
Contributed talk 8: Recurrent Chunking Mechanisms for Conversational Machine Reading Comprehension |
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Workshop
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Sat 10:40 |
Spiking Recurrent Networks as a Model to Probe Neuronal Timescales Specific to Working Memory Robert Kim |
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Poster
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Thu 10:45 |
Brain-Like Object Recognition with High-Performing Shallow Recurrent ANNs Jonas Kubilius · Martin Schrimpf · Kohitij Kar · Rishi Rajalingham · Ha Hong · Najib Majaj · Elias Issa · Pouya Bashivan · Jonathan Prescott-Roy · Kailyn Schmidt · Aran Nayebi · Daniel Bear · Daniel Yamins · James J DiCarlo |
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Poster
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Wed 10:45 |
Shallow RNN: Accurate Time-series Classification on Resource Constrained Devices Don Dennis · Durmus Alp Emre Acar · Vikram Mandikal · Vinu Sankar Sadasivan · Venkatesh Saligrama · Harsha Vardhan Simhadri · Prateek Jain |
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Oral
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Thu 10:05 |
Brain-Like Object Recognition with High-Performing Shallow Recurrent ANNs Jonas Kubilius · Martin Schrimpf · Ha Hong · Najib Majaj · Rishi Rajalingham · Elias Issa · Kohitij Kar · Pouya Bashivan · Jonathan Prescott-Roy · Kailyn Schmidt · Aran Nayebi · Daniel Bear · Daniel Yamins · James J DiCarlo |
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Spotlight
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Thu 10:25 |
Universality and individuality in neural dynamics across large populations of recurrent networks Niru Maheswaranathan · Alex Williams · Matthew Golub · Surya Ganguli · David Sussillo |
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Oral
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Thu 16:25 |
XLNet: Generalized Autoregressive Pretraining for Language Understanding Zhilin Yang · Zihang Dai · Yiming Yang · Jaime Carbonell · Russ Salakhutdinov · Quoc V Le |
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Oral
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Tue 16:10 |
Scalable Bayesian inference of dendritic voltage via spatiotemporal recurrent state space models Ruoxi Sun · Ian Kinsella · Scott Linderman · Liam Paninski |
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Spotlight
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Wed 16:15 |
Poincaré Recurrence, Cycles and Spurious Equilibria in Gradient-Descent-Ascent for Non-Convex Non-Concave Zero-Sum Games Emmanouil-Vasileios Vlatakis-Gkaragkounis · Lampros Flokas · Georgios Piliouras |
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Spotlight
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Tue 10:20 |
Legendre Memory Units: Continuous-Time Representation in Recurrent Neural Networks Aaron Voelker · Ivana Kajić · Chris Eliasmith |
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Workshop
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Sat 14:45 |
Contributed Talk 5: Predictive Precompute with Recurrent Neural Networks Hanson Wang |