2023Theory of coupled neuronal-synaptic dynamicsDavid G. Clark, L.F. AbbottPathologies of Predictive Diversity in Deep EnsemblesTaiga Abe, E. Kelly Buchanan, Geoff Pleiss, John P. CunninghamThe centrality of population-level factors to network computation is demonstrated by a versatile approach for training spiking networksBrian DePasquale, David Sussillo, L.F.Abbott, Mark M.ChurchlandThe geometry of cortical representations of touch in rodentsRamon Nogueira, Chris C. Rodgers, Randy M. Bruno, Stefano Fusi2022Imagination as a fundamental function of the hippocampusAlison E Comrie, Loren M Frank, Kenneth Kay Sparse RNNs can support high-capacity classificationDenis Turcu, L. F. AbbottTheory of systems memory consolidation via recall-gated plasticityJack Lindsey, Ashok Litwin-KumarScaling Structured Inference with RandomizationYao Fu, John P. Cunningham, Mirella LapataThe Posterior Predictive NullGemma E. Moran, John P. Cunningham, David M. BleiInput correlations impede suppression of chaos and learning in balanced firing-rate networksRainer Engelken, Alessandro Ingrosso, Ramin Khajeh, Sven Goedeke, L F AbbottThe implications of categorical and category-free mixed selectivity on representational geometriesMatthew T. Kaufman, Marcus K. Benna, Mattia Rigotti, Fabio Stefanini, Stefano Fusi, Anne K. ChurchlandDenoising Deep Generative ModelsGabriel Loaiza-Ganem, Brendan Leigh Ross, Luhuan Wu, John P. Cunningham, Jesse C. Cresswell, Anthony L. CateriniFlexible neural control of motor unitsMarshall, N.J., Glaser, J.I., Trautmann, E.M., Amematsro, E.A., Perkins, S.M., Shadlen, M.N., Abbott, L.F., Cunningham, J.P., Churchland, M.M.Converting an allocentric goal into an egocentric steering signalPires PM, Abbott L, Maimon GMechanisms underlying reshuffling of visual responses by optogenetic stimulation in mice and monkeysA. Sanzeni, A. Palmigiano, T.H. Nguyen, J. Luo, J.J. Nassi, H. Reynolds, H. Histed, K.D. Miller, N. BrunelA Biophysical Basis for Learning and Transmitting Sensory PredictionsSalomon Z. Muller, LF Abbott, Nathaniel B. SawtellCoding of latent variables in sensory, parietal, and frontal cortices during closed-loop virtual navigationJean-Paul Noel, Edoardo Balzani, Eric Avila, Kaushik J Lakshminarasimhan, Stefania Bruni, Panos Alefantis, Cristina Savin, Dora E AngelakiNeural dynamics and geometry for transitive inferenceKenneth Kay, Xue-Xin Wei, Ramin Khajeh, Manuel Beiran, Christopher J. Cueva, Greg Jensen, Vincent P. Ferrera, L. F. AbbottNeural representational geometry correlates with behavioral differences between monkeysValeria Fascianelli, Fabio Stefanini, Satoshi Tsujimoto, Aldo Genovesio, Stefano FusiSpecific connectivity optimizes learning in thalamocortical loopsKaushik Lakshminarasimhan, Marjorie Xie, Jeremy Cohen, Britton Sauerbrei, Adam Hantman, Ashok Litwin-Kumar, Sean EscolaMushroom body input connections form independently of sensory activity in Drosophila melanogasterTatsuya Tatz Hayashi Alexander John MacKenzie Ishani GangulyKaitlyn Elizabeth EllisHayley Marie SmihulaMiles Solomon JacobAshok Litwin-Kumar Sophie Jeanne Cécile CaronRapid learning of neural circuitry from holographic ensemble stimulation enabled by model-based compressed sensingMarcus A. Triplett, Marta Gajowa, Benjamin Antin, Masato Sadahiro, Hillel Adesnik, Liam PaninskiTask-dependent optimal representations for cerebellar learningMarjorie Xie, Samuel Muscinelli, Kameron Decker Harris, Ashok Litwin-KumarMechanisms for spontaneous symmetry breaking in developing visual cortexFumarola, F., Hein, B., Miller, K.D.Dimension of Activity in Random Neural NetworksDavid G. Clark, L.F. Abbott, Ashok Litwin-KumarNeuroscience Cloud Analysis As a Service: An open-source platform for scalable, reproducible data analysisTaiga Abe, Ian Kinsella, Shreya Saxena, E Kelly Buchanan, Joao Couto, John Briggs, Sian Lee Kitt, Ryan Glassman, John Zhou, Liam Paninski, John P CunninghamVersatile Multiple Object Tracking in Sparse 2D/3D Videos Via Diffeomorphic Image RegistrationJames Yu, Amin Nejatbakhsh, Mahdi Torkashvand, Sahana Gangadharan, Maedeh Seyedolmohadesin, Jinmahn Kim, Liam Paninski,Vivek VenkatachalamSensory Evidence Accumulation Using Optic Flow in a Naturalistic Navigation TaskPanos Alefantis, Kaushik Lakshminarasimhan, Eric Avila, Jean-Paul Noel, Xaq Pitkow and Dora E. AngelakiAction-modulated midbrain dopamine activity arises from distributed control policiesJack Lindsey, Ashok Litwin-KumarDistinguishing Learning Rules with Brain Machine InterfacesJacob P. Portes, Christian Schmid, James M. MurrayFeatured Publicationedit publication{{ name }}. . . Abstract Citation No resultsThere are no publications with the provided filters.Sort Publications ByKeyword filter: {{ filter.label }}
Pathologies of Predictive Diversity in Deep EnsemblesTaiga Abe, E. Kelly Buchanan, Geoff Pleiss, John P. Cunningham
The centrality of population-level factors to network computation is demonstrated by a versatile approach for training spiking networksBrian DePasquale, David Sussillo, L.F.Abbott, Mark M.Churchland
The geometry of cortical representations of touch in rodentsRamon Nogueira, Chris C. Rodgers, Randy M. Bruno, Stefano Fusi
Input correlations impede suppression of chaos and learning in balanced firing-rate networksRainer Engelken, Alessandro Ingrosso, Ramin Khajeh, Sven Goedeke, L F Abbott
The implications of categorical and category-free mixed selectivity on representational geometriesMatthew T. Kaufman, Marcus K. Benna, Mattia Rigotti, Fabio Stefanini, Stefano Fusi, Anne K. Churchland
Denoising Deep Generative ModelsGabriel Loaiza-Ganem, Brendan Leigh Ross, Luhuan Wu, John P. Cunningham, Jesse C. Cresswell, Anthony L. Caterini
Flexible neural control of motor unitsMarshall, N.J., Glaser, J.I., Trautmann, E.M., Amematsro, E.A., Perkins, S.M., Shadlen, M.N., Abbott, L.F., Cunningham, J.P., Churchland, M.M.
Mechanisms underlying reshuffling of visual responses by optogenetic stimulation in mice and monkeysA. Sanzeni, A. Palmigiano, T.H. Nguyen, J. Luo, J.J. Nassi, H. Reynolds, H. Histed, K.D. Miller, N. Brunel
A Biophysical Basis for Learning and Transmitting Sensory PredictionsSalomon Z. Muller, LF Abbott, Nathaniel B. Sawtell
Coding of latent variables in sensory, parietal, and frontal cortices during closed-loop virtual navigationJean-Paul Noel, Edoardo Balzani, Eric Avila, Kaushik J Lakshminarasimhan, Stefania Bruni, Panos Alefantis, Cristina Savin, Dora E Angelaki
Neural dynamics and geometry for transitive inferenceKenneth Kay, Xue-Xin Wei, Ramin Khajeh, Manuel Beiran, Christopher J. Cueva, Greg Jensen, Vincent P. Ferrera, L. F. Abbott
Neural representational geometry correlates with behavioral differences between monkeysValeria Fascianelli, Fabio Stefanini, Satoshi Tsujimoto, Aldo Genovesio, Stefano Fusi
Specific connectivity optimizes learning in thalamocortical loopsKaushik Lakshminarasimhan, Marjorie Xie, Jeremy Cohen, Britton Sauerbrei, Adam Hantman, Ashok Litwin-Kumar, Sean Escola
Mushroom body input connections form independently of sensory activity in Drosophila melanogasterTatsuya Tatz Hayashi Alexander John MacKenzie Ishani GangulyKaitlyn Elizabeth EllisHayley Marie SmihulaMiles Solomon JacobAshok Litwin-Kumar Sophie Jeanne Cécile Caron
Rapid learning of neural circuitry from holographic ensemble stimulation enabled by model-based compressed sensingMarcus A. Triplett, Marta Gajowa, Benjamin Antin, Masato Sadahiro, Hillel Adesnik, Liam Paninski
Task-dependent optimal representations for cerebellar learningMarjorie Xie, Samuel Muscinelli, Kameron Decker Harris, Ashok Litwin-Kumar
Mechanisms for spontaneous symmetry breaking in developing visual cortexFumarola, F., Hein, B., Miller, K.D.
Neuroscience Cloud Analysis As a Service: An open-source platform for scalable, reproducible data analysisTaiga Abe, Ian Kinsella, Shreya Saxena, E Kelly Buchanan, Joao Couto, John Briggs, Sian Lee Kitt, Ryan Glassman, John Zhou, Liam Paninski, John P Cunningham
Versatile Multiple Object Tracking in Sparse 2D/3D Videos Via Diffeomorphic Image RegistrationJames Yu, Amin Nejatbakhsh, Mahdi Torkashvand, Sahana Gangadharan, Maedeh Seyedolmohadesin, Jinmahn Kim, Liam Paninski,Vivek Venkatachalam
Sensory Evidence Accumulation Using Optic Flow in a Naturalistic Navigation TaskPanos Alefantis, Kaushik Lakshminarasimhan, Eric Avila, Jean-Paul Noel, Xaq Pitkow and Dora E. Angelaki
Action-modulated midbrain dopamine activity arises from distributed control policiesJack Lindsey, Ashok Litwin-Kumar
Distinguishing Learning Rules with Brain Machine InterfacesJacob P. Portes, Christian Schmid, James M. Murray
