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ORCIDBibTeX records: David Sussillo
@article{DBLP:journals/ploscb/BrennanAPSP23,
author = {Connor Brennan and
Adeeti Aggarwal and
Rui Pei and
David Sussillo and
Alex Proekt},
title = {One dimensional approximations of neuronal dynamics reveal computational
strategy},
journal = {PLoS Comput. Biol.},
volume = {19},
number = {1},
year = {2023},
url = {https://doi.org/10.1371/journal.pcbi.1010784},
doi = {10.1371/JOURNAL.PCBI.1010784},
timestamp = {Sat, 29 Apr 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ploscb/BrennanAPSP23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2302-14078,
author = {Jordan Cotler and
Kai Sheng Tai and
Felipe Hern{\'{a}}ndez and
Blake Elias and
David Sussillo},
title = {Analyzing Populations of Neural Networks via Dynamical Model Embedding},
journal = {CoRR},
volume = {abs/2302.14078},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2302.14078},
doi = {10.48550/ARXIV.2302.14078},
eprinttype = {arXiv},
eprint = {2302.14078},
timestamp = {Mon, 06 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2302-14078.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/neco/NayebiSBKKGSDY22,
author = {Aran Nayebi and
Javier Sagastuy{-}Bre{\~{n}}a and
Daniel M. Bear and
Kohitij Kar and
Jonas Kubilius and
Surya Ganguli and
David Sussillo and
James J. DiCarlo and
Daniel L. K. Yamins},
title = {Recurrent Connections in the Primate Ventral Visual Stream Mediate
a Trade-Off Between Task Performance and Network Size During Core
Object Recognition},
journal = {Neural Comput.},
volume = {34},
number = {8},
pages = {1652--1675},
year = {2022},
url = {https://doi.org/10.1162/neco\_a\_01506},
doi = {10.1162/NECO\_A\_01506},
timestamp = {Tue, 26 Jul 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/neco/NayebiSBKKGSDY22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2210-08340,
author = {Anthony Zador and
Blake A. Richards and
Bence {\"{O}}lveczky and
Sean Escola and
Yoshua Bengio and
Kwabena Boahen and
Matthew M. Botvinick and
Dmitri B. Chklovskii and
Anne Churchland and
Claudia Clopath and
James DiCarlo and
Surya Ganguli and
Jeff Hawkins and
Konrad P. K{\"{o}}rding and
Alexei A. Koulakov and
Yann LeCun and
Timothy P. Lillicrap and
Adam H. Marblestone and
Bruno A. Olshausen and
Alexandre Pouget and
Cristina Savin and
Terrence J. Sejnowski and
Eero P. Simoncelli and
Sara A. Solla and
David Sussillo and
Andreas S. Tolias and
Doris Tsao},
title = {Toward Next-Generation Artificial Intelligence: Catalyzing the NeuroAI
Revolution},
journal = {CoRR},
volume = {abs/2210.08340},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2210.08340},
doi = {10.48550/ARXIV.2210.08340},
eprinttype = {arXiv},
eprint = {2210.08340},
timestamp = {Wed, 19 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2210-08340.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iclr/AitkenRGCSM21,
author = {Kyle Aitken and
Vinay Venkatesh Ramasesh and
Ankush Garg and
Yuan Cao and
David Sussillo and
Niru Maheswaranathan},
title = {The geometry of integration in text classification RNNs},
booktitle = {9th International Conference on Learning Representations, {ICLR} 2021,
Virtual Event, Austria, May 3-7, 2021},
publisher = {OpenReview.net},
year = {2021},
url = {https://openreview.net/forum?id=42kiJ7n\_8xO},
timestamp = {Wed, 23 Jun 2021 17:36:39 +0200},
biburl = {https://dblp.org/rec/conf/iclr/AitkenRGCSM21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/SmithLS21,
author = {Jimmy T. H. Smith and
Scott W. Linderman and
David Sussillo},
editor = {Marc'Aurelio Ranzato and
Alina Beygelzimer and
Yann N. Dauphin and
Percy Liang and
Jennifer Wortman Vaughan},
title = {Reverse engineering recurrent neural networks with Jacobian switching
linear dynamical systems},
booktitle = {Advances in Neural Information Processing Systems 34: Annual Conference
on Neural Information Processing Systems 2021, NeurIPS 2021, December
6-14, 2021, virtual},
pages = {16700--16713},
year = {2021},
url = {https://proceedings.neurips.cc/paper/2021/hash/8b77b4b5156dc11dec152c6c71481565-Abstract.html},
timestamp = {Tue, 03 May 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/nips/SmithLS21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/Maheswaranathan21,
author = {Niru Maheswaranathan and
David Sussillo and
Luke Metz and
Ruoxi Sun and
Jascha Sohl{-}Dickstein},
editor = {Marc'Aurelio Ranzato and
Alina Beygelzimer and
Yann N. Dauphin and
Percy Liang and
Jennifer Wortman Vaughan},
title = {Reverse engineering learned optimizers reveals known and novel mechanisms},
booktitle = {Advances in Neural Information Processing Systems 34: Annual Conference
on Neural Information Processing Systems 2021, NeurIPS 2021, December
6-14, 2021, virtual},
pages = {19910--19922},
year = {2021},
url = {https://proceedings.neurips.cc/paper/2021/hash/a57ecd54d4df7d999bd9c5e3b973ec75-Abstract.html},
timestamp = {Tue, 26 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/Maheswaranathan21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2111-01256,
author = {Jimmy T. H. Smith and
Scott W. Linderman and
David Sussillo},
title = {Reverse engineering recurrent neural networks with Jacobian switching
linear dynamical systems},
journal = {CoRR},
volume = {abs/2111.01256},
year = {2021},
url = {https://arxiv.org/abs/2111.01256},
eprinttype = {arXiv},
eprint = {2111.01256},
timestamp = {Fri, 05 Nov 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2111-01256.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/Maheswaranathan20,
author = {Niru Maheswaranathan and
David Sussillo},
title = {How recurrent networks implement contextual processing in sentiment
analysis},
booktitle = {Proceedings of the 37th International Conference on Machine Learning,
{ICML} 2020, 13-18 July 2020, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {119},
pages = {6608--6619},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v119/maheswaranathan20a.html},
timestamp = {Tue, 15 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/Maheswaranathan20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/DunckerDSSS20,
author = {Lea Duncker and
Laura Driscoll and
Krishna V. Shenoy and
Maneesh Sahani and
David Sussillo},
editor = {Hugo Larochelle and
Marc'Aurelio Ranzato and
Raia Hadsell and
Maria{-}Florina Balcan and
Hsuan{-}Tien Lin},
title = {Organizing recurrent network dynamics by task-computation to enable
continual learning},
booktitle = {Advances in Neural Information Processing Systems 33: Annual Conference
on Neural Information Processing Systems 2020, NeurIPS 2020, December
6-12, 2020, virtual},
year = {2020},
url = {https://proceedings.neurips.cc/paper/2020/hash/a576eafbce762079f7d1f77fca1c5cc2-Abstract.html},
timestamp = {Tue, 19 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/DunckerDSSS20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2004-08013,
author = {Niru Maheswaranathan and
David Sussillo},
title = {How recurrent networks implement contextual processing in sentiment
analysis},
journal = {CoRR},
volume = {abs/2004.08013},
year = {2020},
url = {https://arxiv.org/abs/2004.08013},
eprinttype = {arXiv},
eprint = {2004.08013},
timestamp = {Tue, 21 Apr 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2004-08013.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2010-15114,
author = {Kyle Aitken and
Vinay V. Ramasesh and
Ankush Garg and
Yuan Cao and
David Sussillo and
Niru Maheswaranathan},
title = {The geometry of integration in text classification RNNs},
journal = {CoRR},
volume = {abs/2010.15114},
year = {2020},
url = {https://arxiv.org/abs/2010.15114},
eprinttype = {arXiv},
eprint = {2010.15114},
timestamp = {Tue, 03 Nov 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2010-15114.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2011-02159,
author = {Niru Maheswaranathan and
David Sussillo and
Luke Metz and
Ruoxi Sun and
Jascha Sohl{-}Dickstein},
title = {Reverse engineering learned optimizers reveals known and novel mechanisms},
journal = {CoRR},
volume = {abs/2011.02159},
year = {2020},
url = {https://arxiv.org/abs/2011.02159},
eprinttype = {arXiv},
eprint = {2011.02159},
timestamp = {Tue, 26 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2011-02159.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/Maheswaranathan19,
author = {Niru Maheswaranathan and
Alex H. Williams and
Matthew D. Golub and
Surya Ganguli and
David Sussillo},
editor = {Hanna M. Wallach and
Hugo Larochelle and
Alina Beygelzimer and
Florence d'Alch{\'{e}}{-}Buc and
Emily B. Fox and
Roman Garnett},
title = {Universality and individuality in neural dynamics across large populations
of recurrent networks},
booktitle = {Advances in Neural Information Processing Systems 32: Annual Conference
on Neural Information Processing Systems 2019, NeurIPS 2019, December
8-14, 2019, Vancouver, BC, Canada},
pages = {15603--15615},
year = {2019},
url = {https://proceedings.neurips.cc/paper/2019/hash/5f5d472067f77b5c88f69f1bcfda1e08-Abstract.html},
timestamp = {Mon, 16 May 2022 15:41:51 +0200},
biburl = {https://dblp.org/rec/conf/nips/Maheswaranathan19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/Maheswaranathan19a,
author = {Niru Maheswaranathan and
Alex H. Williams and
Matthew D. Golub and
Surya Ganguli and
David Sussillo},
editor = {Hanna M. Wallach and
Hugo Larochelle and
Alina Beygelzimer and
Florence d'Alch{\'{e}}{-}Buc and
Emily B. Fox and
Roman Garnett},
title = {Reverse engineering recurrent networks for sentiment classification
reveals line attractor dynamics},
booktitle = {Advances in Neural Information Processing Systems 32: Annual Conference
on Neural Information Processing Systems 2019, NeurIPS 2019, December
8-14, 2019, Vancouver, BC, Canada},
pages = {15670--15679},
year = {2019},
url = {https://proceedings.neurips.cc/paper/2019/hash/d921c3c762b1522c475ac8fc0811bb0f-Abstract.html},
timestamp = {Thu, 21 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/Maheswaranathan19a.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1906-10720,
author = {Niru Maheswaranathan and
Alex H. Williams and
Matthew D. Golub and
Surya Ganguli and
David Sussillo},
title = {Reverse engineering recurrent networks for sentiment classification
reveals line attractor dynamics},
journal = {CoRR},
volume = {abs/1906.10720},
year = {2019},
url = {http://arxiv.org/abs/1906.10720},
eprinttype = {arXiv},
eprint = {1906.10720},
timestamp = {Mon, 08 Jul 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1906-10720.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1907-08549,
author = {Niru Maheswaranathan and
Alex H. Williams and
Matthew D. Golub and
Surya Ganguli and
David Sussillo},
title = {Universality and individuality in neural dynamics across large populations
of recurrent networks},
journal = {CoRR},
volume = {abs/1907.08549},
year = {2019},
url = {http://arxiv.org/abs/1907.08549},
eprinttype = {arXiv},
eprint = {1907.08549},
timestamp = {Tue, 23 Jul 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1907-08549.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jossw/GolubS18,
author = {Matthew D. Golub and
David Sussillo},
title = {FixedPointFinder: {A} Tensorflow toolbox for identifying and characterizing
fixed points in recurrent neural networks},
journal = {J. Open Source Softw.},
volume = {3},
number = {31},
pages = {1003},
year = {2018},
url = {https://doi.org/10.21105/joss.01003},
doi = {10.21105/JOSS.01003},
timestamp = {Wed, 16 Mar 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/jossw/GolubS18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cvpr/McIntoshMSS18,
author = {Lane McIntosh and
Niru Maheswaranathan and
David Sussillo and
Jonathon Shlens},
title = {Recurrent Segmentation for Variable Computational Budgets},
booktitle = {2018 {IEEE} Conference on Computer Vision and Pattern Recognition
Workshops, {CVPR} Workshops 2018, Salt Lake City, UT, USA, June 18-22,
2018},
pages = {1648--1657},
publisher = {Computer Vision Foundation / {IEEE} Computer Society},
year = {2018},
url = {http://openaccess.thecvf.com/content\_cvpr\_2018\_workshops/w33/html/McIntosh\_Recurrent\_Segmentation\_for\_CVPR\_2018\_paper.html},
doi = {10.1109/CVPRW.2018.00216},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/cvpr/McIntoshMSS18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/eccv/YangGWSS18,
author = {Guangyu Robert Yang and
Igor Ganichev and
Xiao{-}Jing Wang and
Jonathon Shlens and
David Sussillo},
editor = {Vittorio Ferrari and
Martial Hebert and
Cristian Sminchisescu and
Yair Weiss},
title = {A Dataset and Architecture for Visual Reasoning with a Working Memory},
booktitle = {Computer Vision - {ECCV} 2018 - 15th European Conference, Munich,
Germany, September 8-14, 2018, Proceedings, Part {X}},
series = {Lecture Notes in Computer Science},
volume = {11214},
pages = {729--745},
publisher = {Springer},
year = {2018},
url = {https://doi.org/10.1007/978-3-030-01249-6\_44},
doi = {10.1007/978-3-030-01249-6\_44},
timestamp = {Tue, 14 May 2019 10:00:45 +0200},
biburl = {https://dblp.org/rec/conf/eccv/YangGWSS18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/NayebiBKKGSDY18,
author = {Aran Nayebi and
Daniel Bear and
Jonas Kubilius and
Kohitij Kar and
Surya Ganguli and
David Sussillo and
James J. DiCarlo and
Daniel L. K. Yamins},
editor = {Samy Bengio and
Hanna M. Wallach and
Hugo Larochelle and
Kristen Grauman and
Nicol{\`{o}} Cesa{-}Bianchi and
Roman Garnett},
title = {Task-Driven Convolutional Recurrent Models of the Visual System},
booktitle = {Advances in Neural Information Processing Systems 31: Annual Conference
on Neural Information Processing Systems 2018, NeurIPS 2018, December
3-8, 2018, Montr{\'{e}}al, Canada},
pages = {5295--5306},
year = {2018},
url = {https://proceedings.neurips.cc/paper/2018/hash/6be93f7a96fed60c477d30ae1de032fd-Abstract.html},
timestamp = {Mon, 16 May 2022 15:41:51 +0200},
biburl = {https://dblp.org/rec/conf/nips/NayebiBKKGSDY18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1803-06092,
author = {Guangyu Robert Yang and
Igor Ganichev and
Xiao{-}Jing Wang and
Jonathon Shlens and
David Sussillo},
title = {A dataset and architecture for visual reasoning with a working memory},
journal = {CoRR},
volume = {abs/1803.06092},
year = {2018},
url = {http://arxiv.org/abs/1803.06092},
eprinttype = {arXiv},
eprint = {1803.06092},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1803-06092.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1807-00053,
author = {Aran Nayebi and
Daniel Bear and
Jonas Kubilius and
Kohitij Kar and
Surya Ganguli and
David Sussillo and
James J. DiCarlo and
Daniel L. K. Yamins},
title = {Task-Driven Convolutional Recurrent Models of the Visual System},
journal = {CoRR},
volume = {abs/1807.00053},
year = {2018},
url = {http://arxiv.org/abs/1807.00053},
eprinttype = {arXiv},
eprint = {1807.00053},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1807-00053.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iclr/CollinsSS17,
author = {Jasmine Collins and
Jascha Sohl{-}Dickstein and
David Sussillo},
title = {Capacity and Trainability in Recurrent Neural Networks},
booktitle = {5th International Conference on Learning Representations, {ICLR} 2017,
Toulon, France, April 24-26, 2017, Conference Track Proceedings},
publisher = {OpenReview.net},
year = {2017},
url = {https://openreview.net/forum?id=BydARw9ex},
timestamp = {Thu, 25 Jul 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/iclr/CollinsSS17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/FoersterGSCS17,
author = {Jakob N. Foerster and
Justin Gilmer and
Jascha Sohl{-}Dickstein and
Jan Chorowski and
David Sussillo},
editor = {Doina Precup and
Yee Whye Teh},
title = {Input Switched Affine Networks: An {RNN} Architecture Designed for
Interpretability},
booktitle = {Proceedings of the 34th International Conference on Machine Learning,
{ICML} 2017, Sydney, NSW, Australia, 6-11 August 2017},
series = {Proceedings of Machine Learning Research},
volume = {70},
pages = {1136--1145},
publisher = {{PMLR}},
year = {2017},
url = {http://proceedings.mlr.press/v70/foerster17a.html},
timestamp = {Thu, 21 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/FoersterGSCS17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1711-10151,
author = {Lane McIntosh and
David Sussillo and
Niru Maheswaranathan and
Jonathon Shlens},
title = {Recurrent Segmentation for Variable Computational Budgets},
journal = {CoRR},
volume = {abs/1711.10151},
year = {2017},
url = {http://arxiv.org/abs/1711.10151},
eprinttype = {arXiv},
eprint = {1711.10151},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1711-10151.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/JaitlyLVSSB16,
author = {Navdeep Jaitly and
Quoc V. Le and
Oriol Vinyals and
Ilya Sutskever and
David Sussillo and
Samy Bengio},
editor = {Daniel D. Lee and
Masashi Sugiyama and
Ulrike von Luxburg and
Isabelle Guyon and
Roman Garnett},
title = {An Online Sequence-to-Sequence Model Using Partial Conditioning},
booktitle = {Advances in Neural Information Processing Systems 29: Annual Conference
on Neural Information Processing Systems 2016, December 5-10, 2016,
Barcelona, Spain},
pages = {5067--5075},
year = {2016},
url = {https://proceedings.neurips.cc/paper/2016/hash/312351bff07989769097660a56395065-Abstract.html},
timestamp = {Mon, 16 May 2022 15:41:51 +0200},
biburl = {https://dblp.org/rec/conf/nips/JaitlyLVSSB16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/SussilloJAP16,
author = {David Sussillo and
Rafal J{\'{o}}zefowicz and
L. F. Abbott and
Chethan Pandarinath},
title = {{LFADS} - Latent Factor Analysis via Dynamical Systems},
journal = {CoRR},
volume = {abs/1608.06315},
year = {2016},
url = {http://arxiv.org/abs/1608.06315},
eprinttype = {arXiv},
eprint = {1608.06315},
timestamp = {Sat, 23 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/SussilloJAP16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/FoersterGCSS16,
author = {Jakob N. Foerster and
Justin Gilmer and
Jan Chorowski and
Jascha Sohl{-}Dickstein and
David Sussillo},
title = {Intelligible Language Modeling with Input Switched Affine Networks},
journal = {CoRR},
volume = {abs/1611.09434},
year = {2016},
url = {http://arxiv.org/abs/1611.09434},
eprinttype = {arXiv},
eprint = {1611.09434},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/FoersterGCSS16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/CollinsSS16,
author = {Jasmine Collins and
Jascha Sohl{-}Dickstein and
David Sussillo},
title = {Capacity and Trainability in Recurrent Neural Networks},
journal = {CoRR},
volume = {abs/1611.09913},
year = {2016},
url = {http://arxiv.org/abs/1611.09913},
eprinttype = {arXiv},
eprint = {1611.09913},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/CollinsSS16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/pieee/KaoSSNS14,
author = {Jonathan C. Kao and
Sergey D. Stavisky and
David Sussillo and
Paul Nuyujukian and
Krishna V. Shenoy},
title = {Information Systems Opportunities in Brain-Machine Interface Decoders},
journal = {Proc. {IEEE}},
volume = {102},
number = {5},
pages = {666--682},
year = {2014},
url = {https://doi.org/10.1109/JPROC.2014.2307357},
doi = {10.1109/JPROC.2014.2307357},
timestamp = {Tue, 21 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/pieee/KaoSSNS14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/Sussillo14,
author = {David Sussillo},
title = {Random Walks: Training Very Deep Nonlinear Feed-Forward Networks with
Smart Initialization},
journal = {CoRR},
volume = {abs/1412.6558},
year = {2014},
url = {http://arxiv.org/abs/1412.6558},
eprinttype = {arXiv},
eprint = {1412.6558},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/Sussillo14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/neco/SussilloB13,
author = {David Sussillo and
Omri Barak},
title = {Opening the Black Box: Low-Dimensional Dynamics in High-Dimensional
Recurrent Neural Networks},
journal = {Neural Comput.},
volume = {25},
number = {3},
pages = {626--649},
year = {2013},
url = {https://doi.org/10.1162/NECO\_a\_00409},
doi = {10.1162/NECO\_A\_00409},
timestamp = {Tue, 01 Sep 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/neco/SussilloB13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ejasp/SussilloKA04,
author = {David Sussillo and
Anshul Kundaje and
Dimitris Anastassiou},
title = {Spectrogram Analysis of Genomes},
journal = {{EURASIP} J. Adv. Signal Process.},
volume = {2004},
number = {1},
pages = {29--42},
year = {2004},
url = {https://doi.org/10.1155/S1110865704310048},
doi = {10.1155/S1110865704310048},
timestamp = {Thu, 12 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ejasp/SussilloKA04.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
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