2019Constraining Computational Models Using Electron Microscopy Wiring DiagramsLitwin-Kumar, A., Turaga, S.C.Unsupervised Clusterless Decoding Using a Switching Poisson Hidden Markov ModelAckermann, E., Kemere, C.T., Cunningham, J.P.Context-Dependent Decision Making in a Premotor CircuitWu, Z., Litwin-Kumar, A., Shamash, P., Taylor, A., Axel, R., Shadlen, M.N.Olfactory Landmarks and Path Integration Converge to Form a Cognitive Spatial MapFischler, W.M., Joshi, N.R., Devi-Chou, V., Kitch, L.J., Schnitzer, M.J., Abbott, L.F., Axel, R.The Imposition of Value on Odor: Transient and Persistent Representations of Odor Value in Prefrontal CortexWang, P.Y., Boboila, C., Shamash, P., Wu, Z., Stein, N.P., Abbott, L.F., Axel, R.What is the Dynamical Regime of Cerebral Cortex?Ahmadian, Y., Miller, K.D.Models of Heterogeneous Dopamine Signaling in an Insect Learning and Memory CenterJiang, L., Litwin-Kumar, A.Bright and Photostable Chemigenetic Indicators for Extended In Vivo Voltage ImagingAbdelfattah, A.S. et al.Training Dynamically Balanced Excitatory-Inhibitory NetworksIngrosso, A., Abbott, L.F.A Theoretical Model for Focal Seizure Initiation, Propagation, Termination, and ProgressionLiou, J., Smith, E.H., Bateman, L.M., Bruce, S.L., McKhann Jr., G.M., Goodman, R.R., Emerson, R.G., Schevon, C.A., Abbott, L.F.The Continuous Bernoulli: Fixing a Pervasive Error in Variational AutoencodersLoaiza-Ganem, G., Cunningham, J.P.Population Subspaces Reflect Movement Intention for Arm and Brain-Machine Interface ControlLalazar, H., Murray, J.M., Abbott, L.F., Vaadia, E.Deep Random Splines for Point Process Intensity Estimation of Neural Population DataLoaiza-Ganem, G., Perkins, S.M.,. Schroeder, K.E., Churchland, M.M., Cunningham, J.P.Nitric Oxide Acts as a Cotransmitter in a Subset of Dopaminergic Neurons to Diversify Memory DynamicsAso, Y., Ray, R., Long, X., Cichewicz, K., Ngo, T., Sharp, B., Christoforou, C., Lemire, A., Hirsh, J., Litwin-Kumar, A., Rubin, G.M.Understanding the Functional and Structural Differences Across Excitatory and Inhibitory NeuronsMinni, S., Ji-An, L., Moskovitz, T., Lindsay, G., Miller, K., Dipoppa, M., Yang, G.R.NeuroPAL: A Neuronal Polychromatic Atlas of Landmarks for Whole-Brain Imaging in C. elegansYemini, E., Lin, A., Nejatbakhsh, A., Varol, E., Sun, R., Mena, G.E., Samuel, A.D.T., Paninski, L., Venkatachalam, V., Hobert, O.A Mean Field Theory of Quantized Deep Networks: The Quantization-Depth Trade-OffBlumenfeld, Y., Gilboa, D., Soudry, D.Robust Approximate Linear Regression Without CorrespondenceVarol, E. Nejatbakhsh, A.Functional and Optogenetic Approaches to Discovering Stable Subtype-Specific Circuit Mechanisms in DepressionGrosenick, L., Shi, T.C., Gunning, F., Dubin, M.J., Downar, J., Liston, C.Multilevel Feedback Architecture for Adaptive Regulation of Learning in the Insect BrainEschbach, C., Fushiki, A., Winding, M., Schneider-Mizell, C.M., Shao, M., Arruda, R., Eichler, K., Valdes-Aleman, J., Ohyama, T., Thum, A.S., Gerber, B., Fetter, R.D., Truman, J.W., Litwin-Kumar, A., Cardona, A., Zlatic, M.A Universal Nonparametric Event Detection Framework for Neuropixels DataChen, H., Chen, S., Deng, X.Heading Direction with Respect to a Reference Point Modulates Place-Cell ActivityJercog, P.E., Ahmadian, Y., Woodruff, C., Deb-Sen, R., Abbott, L.F., Kandel, E.R.Discrete Neural ProcessesPakman, A., Wang, Y., Mitelut, C., Lee, J., Paninski, L.Localized Semi-Nonnegative Matrix Factorization (LocaNMF) of Widefield Calcium Imaging DataSaxena, S., Kinsella, I., Musall, S., Kim, S.H., Meszaros, J., Thibodeaux, D.N., Kim, C., Cunningham, J., Hillman, E., Churchland, A., Paninski, L.Dynamical Isometry and a Mean Field Theory of LSTMs and GRUsGilboa, D., Chang, B., Chen, M., Yang, G., Schoenholz, S.S., Chi, E.H., Pennington, J.Continual Learning in a Multi-Layer Network of an Electric FishMuller, S.Z., Zadina, A., Abbott, L.F., Sawtell, N.Neural Trajectories in the Supplementary Motor Area and Primary Motor Cortex Exhibit Distinct Geometries, Compatible with Different Classes of ComputationRusso, A.A., Khajeh, R., Bittner, S.R., Perkins, S.M., Cunningham, J.P., Abbott, L.F., Churchland, M.M.Local Online Learning in Recurrent Networks with Random FeedbackMurray, J.M.A Zero-Inflated Gamma Model for Post-Deconvolved Calcium Imaging TracesWei, X., Zhou, D., Grosmark, A., Ajabi, Z., Sparks, F., Zhou, P., Brandon, M., Losonczy, A., Paninski, L.Are Place Cells Just Memory Cells? Memory Compression Leads to Spatial Tuning and History DependenceBenna, M., Fusi, S.Featured Publicationedit publication{{ name }}. . . Abstract Citation No resultsThere are no publications with the provided filters.Sort Publications ByKeyword filter: {{ filter.label }}
Constraining Computational Models Using Electron Microscopy Wiring DiagramsLitwin-Kumar, A., Turaga, S.C.
Unsupervised Clusterless Decoding Using a Switching Poisson Hidden Markov ModelAckermann, E., Kemere, C.T., Cunningham, J.P.
Context-Dependent Decision Making in a Premotor CircuitWu, Z., Litwin-Kumar, A., Shamash, P., Taylor, A., Axel, R., Shadlen, M.N.
Olfactory Landmarks and Path Integration Converge to Form a Cognitive Spatial MapFischler, W.M., Joshi, N.R., Devi-Chou, V., Kitch, L.J., Schnitzer, M.J., Abbott, L.F., Axel, R.
The Imposition of Value on Odor: Transient and Persistent Representations of Odor Value in Prefrontal CortexWang, P.Y., Boboila, C., Shamash, P., Wu, Z., Stein, N.P., Abbott, L.F., Axel, R.
Models of Heterogeneous Dopamine Signaling in an Insect Learning and Memory CenterJiang, L., Litwin-Kumar, A.
Bright and Photostable Chemigenetic Indicators for Extended In Vivo Voltage ImagingAbdelfattah, A.S. et al.
A Theoretical Model for Focal Seizure Initiation, Propagation, Termination, and ProgressionLiou, J., Smith, E.H., Bateman, L.M., Bruce, S.L., McKhann Jr., G.M., Goodman, R.R., Emerson, R.G., Schevon, C.A., Abbott, L.F.
The Continuous Bernoulli: Fixing a Pervasive Error in Variational AutoencodersLoaiza-Ganem, G., Cunningham, J.P.
Population Subspaces Reflect Movement Intention for Arm and Brain-Machine Interface ControlLalazar, H., Murray, J.M., Abbott, L.F., Vaadia, E.
Deep Random Splines for Point Process Intensity Estimation of Neural Population DataLoaiza-Ganem, G., Perkins, S.M.,. Schroeder, K.E., Churchland, M.M., Cunningham, J.P.
Nitric Oxide Acts as a Cotransmitter in a Subset of Dopaminergic Neurons to Diversify Memory DynamicsAso, Y., Ray, R., Long, X., Cichewicz, K., Ngo, T., Sharp, B., Christoforou, C., Lemire, A., Hirsh, J., Litwin-Kumar, A., Rubin, G.M.
Understanding the Functional and Structural Differences Across Excitatory and Inhibitory NeuronsMinni, S., Ji-An, L., Moskovitz, T., Lindsay, G., Miller, K., Dipoppa, M., Yang, G.R.
NeuroPAL: A Neuronal Polychromatic Atlas of Landmarks for Whole-Brain Imaging in C. elegansYemini, E., Lin, A., Nejatbakhsh, A., Varol, E., Sun, R., Mena, G.E., Samuel, A.D.T., Paninski, L., Venkatachalam, V., Hobert, O.
A Mean Field Theory of Quantized Deep Networks: The Quantization-Depth Trade-OffBlumenfeld, Y., Gilboa, D., Soudry, D.
Functional and Optogenetic Approaches to Discovering Stable Subtype-Specific Circuit Mechanisms in DepressionGrosenick, L., Shi, T.C., Gunning, F., Dubin, M.J., Downar, J., Liston, C.
Multilevel Feedback Architecture for Adaptive Regulation of Learning in the Insect BrainEschbach, C., Fushiki, A., Winding, M., Schneider-Mizell, C.M., Shao, M., Arruda, R., Eichler, K., Valdes-Aleman, J., Ohyama, T., Thum, A.S., Gerber, B., Fetter, R.D., Truman, J.W., Litwin-Kumar, A., Cardona, A., Zlatic, M.
Heading Direction with Respect to a Reference Point Modulates Place-Cell ActivityJercog, P.E., Ahmadian, Y., Woodruff, C., Deb-Sen, R., Abbott, L.F., Kandel, E.R.
Localized Semi-Nonnegative Matrix Factorization (LocaNMF) of Widefield Calcium Imaging DataSaxena, S., Kinsella, I., Musall, S., Kim, S.H., Meszaros, J., Thibodeaux, D.N., Kim, C., Cunningham, J., Hillman, E., Churchland, A., Paninski, L.
Dynamical Isometry and a Mean Field Theory of LSTMs and GRUsGilboa, D., Chang, B., Chen, M., Yang, G., Schoenholz, S.S., Chi, E.H., Pennington, J.
Continual Learning in a Multi-Layer Network of an Electric FishMuller, S.Z., Zadina, A., Abbott, L.F., Sawtell, N.
Neural Trajectories in the Supplementary Motor Area and Primary Motor Cortex Exhibit Distinct Geometries, Compatible with Different Classes of ComputationRusso, A.A., Khajeh, R., Bittner, S.R., Perkins, S.M., Cunningham, J.P., Abbott, L.F., Churchland, M.M.
A Zero-Inflated Gamma Model for Post-Deconvolved Calcium Imaging TracesWei, X., Zhou, D., Grosmark, A., Ajabi, Z., Sparks, F., Zhou, P., Brandon, M., Losonczy, A., Paninski, L.
Are Place Cells Just Memory Cells? Memory Compression Leads to Spatial Tuning and History DependenceBenna, M., Fusi, S.