Dissociable neural correlates of uncertainty underlie different exploration strategies
Tomov, Momchil S., Truong, Van Q., Hundia, Rohan A., Gershman, Samuel J.
Published in Nature communications (12.05.2020)
Published in Nature communications (12.05.2020)
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Journal Article
Discovery of hierarchical representations for efficient planning
Tomov, Momchil S, Yagati, Samyukta, Kumar, Agni, Yang, Wanqian, Gershman, Samuel J
Published in PLoS computational biology (01.04.2020)
Published in PLoS computational biology (01.04.2020)
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Journal Article
Neural Computations Underlying Causal Structure Learning
Tomov, Momchil S, Dorfman, Hayley M, Gershman, Samuel J
Published in The Journal of neuroscience (08.08.2018)
Published in The Journal of neuroscience (08.08.2018)
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Journal Article
High-performance Tensor Contractions for GPUs
Abdelfattah, A., Baboulin, M., Dobrev, V., Dongarra, J., Earl, C., Falcou, J., Haidar, A., Karlin, I., Kolev, Tz, Masliah, I., Tomov, S.
Published in Procedia computer science (2016)
Published in Procedia computer science (2016)
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Journal Article
Linear algebra software for large-scale accelerated multicore computing
Abdelfattah, A., Anzt, H., Dongarra, J., Gates, M., Haidar, A., Kurzak, J., Luszczek, P., Tomov, S., Yamazaki, I., YarKhan, A.
Published in Acta numerica (01.05.2016)
Published in Acta numerica (01.05.2016)
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Journal Article
Predictive Representations: Building Blocks of Intelligence
Carvalho, Wilka, Tomov, Momchil S, de Cothi, William, Barry, Caswell, Gershman, Samuel J
Published in Neural computation (11.10.2024)
Published in Neural computation (11.10.2024)
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Journal Article
Multi-task reinforcement learning in humans
Tomov, Momchil S., Schulz, Eric, Gershman, Samuel J.
Published in Nature human behaviour (01.06.2021)
Published in Nature human behaviour (01.06.2021)
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Journal Article
The neural architecture of theory-based reinforcement learning
Tomov, Momchil S., Tsividis, Pedro A., Pouncy, Thomas, Tenenbaum, Joshua B., Gershman, Samuel J.
Published in Neuron (Cambridge, Mass.) (19.04.2023)
Published in Neuron (Cambridge, Mass.) (19.04.2023)
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Journal Article
Causal Inference Gates Corticostriatal Learning
Dorfman, Hayley M, Tomov, Momchil S, Cheung, Bernice, Clarke, Dennis, Gershman, Samuel J, Hughes, Brent L
Published in The Journal of neuroscience (11.08.2021)
Published in The Journal of neuroscience (11.08.2021)
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Journal Article
Prerenal azotemia from excessive sweating in an adult with a cystic fibrosis gene mutation
Tomov, S V, Flume, P A, Stenbit, A E, Ullian, M E
Published in Indian journal of nephrology (01.07.2011)
Published in Indian journal of nephrology (01.07.2011)
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Journal Article
New eigensolvers for large-scale nanoscience simulations
Canning, A, Marques, O, Voemel, C, Wang, Lin-Wang, Dongarra, J, Langou, J, Tomov, S
Published in Journal of physics. Conference series (01.07.2008)
Published in Journal of physics. Conference series (01.07.2008)
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Journal Article
Predicting the electronic properties of 3D, million-atom semiconductor nanostructure architectures
Zunger, A, Franceschetti, A, Bester, G, Jones, W B, Kim, Kwiseon, Graf, P A, Wang, L-W, Canning, A, Marques, O, Voemel, C, Dongarra, J, Langou, J, Tomov, S
Published in Journal of physics. Conference series (01.09.2006)
Published in Journal of physics. Conference series (01.09.2006)
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Journal Article
Autotuning GEMM Kernels for the Fermi GPU
Kurzak, J., Tomov, S., Dongarra, J.
Published in IEEE transactions on parallel and distributed systems (01.11.2012)
Published in IEEE transactions on parallel and distributed systems (01.11.2012)
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Journal Article
Algorithms and optimization techniques for high-performance matrix-matrix multiplications of very small matrices
Masliah, I., Abdelfattah, A., Haidar, A., Tomov, S., Baboulin, M., Falcou, J., Dongarra, J.
Published in Parallel computing (01.01.2019)
Published in Parallel computing (01.01.2019)
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Journal Article
Accelerating scientific computations with mixed precision algorithms
Baboulin, Marc, Buttari, Alfredo, Dongarra, Jack, Kurzak, Jakub, Langou, Julie, Langou, Julien, Luszczek, Piotr, Tomov, Stanimire
Published in Computer physics communications (01.12.2009)
Published in Computer physics communications (01.12.2009)
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