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Correlations and Signatures of Criticality in Neural Population Models
Jakob H Macke
Fri Dec 11 07:30 AM -- 08:00 AM (PST) @
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Jakob H Macke (caesar Bonn & BCCN Tübingen)
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2023 Poster: Generalized Bayesian Inference for Scientific Simulators via Amortized Cost Estimation »
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2019 : Poster Session »
Pravish Sainath · Mohamed Akrout · Charles Delahunt · Nathan Kutz · Guangyu Robert Yang · Joseph Marino · L F Abbott · Nicolas Vecoven · Damien Ernst · andrew warrington · Michael Kagan · Kyunghyun Cho · Kameron Harris · Leopold Grinberg · John J. Hopfield · Dmitry Krotov · Taliah Muhammad · Erick Cobos · Edgar Walker · Jacob Reimer · Andreas Tolias · Alexander Ecker · Janaki Sheth · Yu Zhang · Maciej Wołczyk · Jacek Tabor · Szymon Maszke · Roman Pogodin · Dane Corneil · Wulfram Gerstner · Baihan Lin · Guillermo Cecchi · Jenna M Reinen · Irina Rish · Guillaume Bellec · Darjan Salaj · Anand Subramoney · Wolfgang Maass · Yueqi Wang · Ari Pakman · Jin Hyung Lee · Liam Paninski · Bryan Tripp · Colin Graber · Alex Schwing · Luke Prince · Gabriel Ocker · Michael Buice · Benjamin Lansdell · Konrad Kording · Jack Lindsey · Terrence Sejnowski · Matthew Farrell · Eric Shea-Brown · Nicolas Farrugia · Victor Nepveu · Jiwoong Im · Kristin Branson · Brian Hu · Ramakrishnan Iyer · Stefan Mihalas · Sneha Aenugu · Hananel Hazan · Sihui Dai · Tan Nguyen · Doris Tsao · Richard Baraniuk · Anima Anandkumar · Hidenori Tanaka · Aran Nayebi · Stephen Baccus · Surya Ganguli · Dean Pospisil · Eilif Muller · Jeffrey S Cheng · Gaël Varoquaux · Kamalaker Dadi · Dimitrios C Gklezakos · Rajesh PN Rao · Anand Louis · Christos Papadimitriou · Santosh Vempala · Naganand Yadati · Daniel Zdeblick · Daniela M Witten · Nicholas Roberts · Vinay Prabhu · Pierre Bellec · Poornima Ramesh · Jakob H Macke · Santiago Cadena · Guillaume Bellec · Franz Scherr · Owen Marschall · Robert Kim · Hannes Rapp · Marcio Fonseca · Oliver Armitage · Jiwoong Im · Thomas Hardcastle · Abhishek Sharma · Wyeth Bair · Adrian Valente · Shane Shang · Merav Stern · Rutuja Patil · Peter Wang · Sruthi Gorantla · Peter Stratton · Tristan Edwards · Jialin Lu · Martin Ester · Yurii Vlasov · Siavash Golkar -
2019 Poster: Intrinsic dimension of data representations in deep neural networks »
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2017 Spotlight: Fast amortized inference of neural activity from calcium imaging data with variational autoencoders »
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2017 Poster: Fast amortized inference of neural activity from calcium imaging data with variational autoencoders »
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2017 Poster: Extracting low-dimensional dynamics from multiple large-scale neural population recordings by learning to predict correlations »
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2017 Poster: Flexible statistical inference for mechanistic models of neural dynamics »
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2016 : From Brains to Bits and Back Again »
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2016 Workshop: Brains and Bits: Neuroscience meets Machine Learning »
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2015 Workshop: Statistical Methods for Understanding Neural Systems »
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2015 Poster: Unlocking neural population non-stationarities using hierarchical dynamics models »
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2014 Workshop: Large scale optical physiology: From data-acquisition to models of neural coding »
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2014 Poster: A Bayesian model for identifying hierarchically organised states in neural population activity »
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2014 Spotlight: A Bayesian model for identifying hierarchically organised states in neural population activity »
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2014 Poster: Low-dimensional models of neural population activity in sensory cortical circuits »
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2013 Workshop: Acquiring and Analyzing the Activity of Large Neural Ensembles »
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2013 Poster: Inferring neural population dynamics from multiple partial recordings of the same neural circuit »
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2013 Spotlight: Inferring neural population dynamics from multiple partial recordings of the same neural circuit »
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2012 Poster: Spectral learning of linear dynamics from generalised-linear observations with application to neural population data »
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2012 Oral: Spectral learning of linear dynamics from generalised-linear observations with application to neural population data »
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2011 Oral: Empirical models of spiking in neural populations »
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2011 Poster: Empirical models of spiking in neural populations »
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2011 Poster: How biased are maximum entropy models? »
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2009 Poster: Bayesian estimation of orientation preference maps »
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2007 Oral: Bayesian Inference for Spiking Neuron Models with a Sparsity Prior »
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2007 Poster: Bayesian Inference for Spiking Neuron Models with a Sparsity Prior »
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2007 Poster: Receptive Fields without Spike-Triggering »
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2006 Poster: Inducing Metric Violations in Human Similarity Judgements »
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