Inception loops discover what excites neurons most using deep predictive models
Walker, Edgar Y, Sinz, Fabian H, Cobos, Erick, Muhammad, Taliah, Froudarakis, Emmanouil, Fahey, Paul G, Ecker, Alexander S, Reimer, Jacob, Pitkow, Xaq, Tolias, Andreas S
Published in Nature neuroscience (01.12.2019)
Published in Nature neuroscience (01.12.2019)
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Journal Article
Revealing nonlinear neural decoding by analyzing choices
Yang, Qianli, Walker, Edgar, Cotton, R James, Tolias, Andreas S, Pitkow, Xaq
Published in Nature communications (16.11.2021)
Published in Nature communications (16.11.2021)
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Journal Article
Dynamical latent state computation in the male macaque posterior parietal cortex
Lakshminarasimhan, Kaushik J, Avila, Eric, Pitkow, Xaq, Angelaki, Dora E
Published in Nature communications (01.04.2023)
Published in Nature communications (01.04.2023)
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Journal Article
Robust deep learning object recognition models rely on low frequency information in natural images
Li, Zhe, Ortega Caro, Josue, Rusak, Evgenia, Brendel, Wieland, Bethge, Matthias, Anselmi, Fabio, Patel, Ankit B, Tolias, Andreas S, Pitkow, Xaq
Published in PLoS computational biology (01.03.2023)
Published in PLoS computational biology (01.03.2023)
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Journal Article
How Can Single Sensory Neurons Predict Behavior?
Pitkow, Xaq, Liu, Sheng, Angelaki, Dora E., DeAngelis, Gregory C., Pouget, Alexandre
Published in Neuron (Cambridge, Mass.) (15.07.2015)
Published in Neuron (Cambridge, Mass.) (15.07.2015)
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Journal Article
Influence of sensory modality and control dynamics on human path integration
Stavropoulos, Akis, Lakshminarasimhan, Kaushik J, Laurens, Jean, Pitkow, Xaq, Angelaki, Dora E
Published in eLife (18.02.2022)
Published in eLife (18.02.2022)
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Journal Article
Inferring decoding strategies for multiple correlated neural populations
Lakshminarasimhan, Kaushik J, Pouget, Alexandre, DeAngelis, Gregory C, Angelaki, Dora E, Pitkow, Xaq
Published in PLoS computational biology (01.09.2018)
Published in PLoS computational biology (01.09.2018)
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Journal Article
Understanding Robustness and Generalization of Artificial Neural Networks Through Fourier Masks
Karantzas, Nikos, Besier, Emma, Ortega Caro, Josue, Pitkow, Xaq, Tolias, Andreas S., Patel, Ankit B., Anselmi, Fabio
Published in Frontiers in artificial intelligence (12.07.2022)
Published in Frontiers in artificial intelligence (12.07.2022)
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Journal Article
Information-limiting correlations
Moreno-Bote, Rubén, Beck, Jeffrey, Kanitscheider, Ingmar, Pitkow, Xaq, Latham, Peter, Pouget, Alexandre
Published in Nature neuroscience (01.10.2014)
Published in Nature neuroscience (01.10.2014)
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Journal Article
Engineering a Less Artificial Intelligence
Sinz, Fabian H., Pitkow, Xaq, Reimer, Jacob, Bethge, Matthias, Tolias, Andreas S.
Published in Neuron (Cambridge, Mass.) (25.09.2019)
Published in Neuron (Cambridge, Mass.) (25.09.2019)
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Journal Article
Rational thoughts in neural codes
Kwon, Minhae, Daptardar, Saurabh, Schrater, Paul, Pitkow, Xaq
Published in Proceedings of the National Academy of Sciences - PNAS (24.11.2020)
Published in Proceedings of the National Academy of Sciences - PNAS (24.11.2020)
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Journal Article
Population coding of strategic variables during foraging in freely moving macaques
Shahidi, Neda, Franch, Melissa, Parajuli, Arun, Schrater, Paul, Wright, Anthony, Pitkow, Xaq, Dragoi, Valentin
Published in Nature neuroscience (01.04.2024)
Published in Nature neuroscience (01.04.2024)
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