Terrence J. Sejnowski
Orcid: 0000-0002-0622-7391Affiliations:
- University of California, San Diego, USA
According to our database1,
Terrence J. Sejnowski
authored at least 232 papers
between 1954 and 2024.
Collaborative distances:
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Online presence:
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on zbmath.org
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on orcid.org
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on id.loc.gov
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on d-nb.info
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on isni.org
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on cnl.salk.edu
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on dl.acm.org
On csauthors.net:
Bibliography
2024
Neural Comput., May, 2024
MCell4 with BioNetGen: A Monte Carlo simulator of rule-based reaction-diffusion systems with Python interface.
PLoS Comput. Biol., 2024
A Spacetime Perspective on Dynamical Computation in Neural Information Processing Systems.
CoRR, 2024
CoRR, 2024
Proceedings of the Forty-first International Conference on Machine Learning, 2024
Proceedings of the Twelfth International Conference on Learning Representations, 2024
2023
Exploring strategy differences between humans and monkeys with recurrent neural networks.
PLoS Comput. Biol., November, 2023
Proceedings of the International Conference on Machine Learning, 2023
Proceedings of the 2023 International Conference on Autonomous Agents and Multiagent Systems, 2023
2022
Utilizing Deep Learning Towards Multi-Modal Bio-Sensing and Vision-Based Affective Computing.
IEEE Trans. Affect. Comput., 2022
PLoS Comput. Biol., 2022
CoRR, 2022
CoRR, 2022
Proceedings of the American Control Conference, 2022
2021
Natural and Artificial Intelligence: A brief introduction to the interplay between AI and neuroscience research.
Neural Networks, 2021
Learning the Synaptic and Intrinsic Membrane Dynamics Underlying Working Memory in Spiking Neural Network Models.
Neural Comput., 2021
Neural Comput., 2021
Locality, Delays, and Internal Feedback in Sensorimotor Control Part 1: Motivation and Introductory Theory.
CoRR, 2021
Physics-based machine learning for modeling stochastic IP3-dependent calcium dynamics.
CoRR, 2021
2020
Proc. Natl. Acad. Sci. USA, 2020
Interactions between calmodulin and neurogranin govern the dynamics of CaMKII as a leaky integrator.
PLoS Comput. Biol., 2020
Neural Comput., 2020
Proceedings of the Information Theory and Applications Workshop, 2020
Proceedings of the IEEE International Conference on Bioinformatics and Biomedicine, 2020
2019
IEEE Trans. Biomed. Eng., 2019
A multi-state model of the CaMKII dodecamer suggests a role for calmodulin in maintenance of autophosphorylation.
PLoS Comput. Biol., 2019
Characterizing Brain Connectivity From Human Electrocorticography Recordings With Unobserved Inputs During Epileptic Seizures.
Neural Comput., 2019
Diversity-enabled sweet spots in layered architectures and speed-accuracy trade-offs in sensorimotor control.
CoRR, 2019
Fitts' Law for speed-accuracy trade-off is a diversity sweet spot in sensorimotor control.
CoRR, 2019
CoRR, 2019
Theoretical foundations for layered architectures and speed-accuracy tradeoffs in sensorimotor control.
Proceedings of the 2019 American Control Conference, 2019
2018
Thalamocortical and intracortical laminar connectivity determines sleep spindle properties.
PLoS Comput. Biol., 2018
Proceedings of the Advances in Neural Information Processing Systems 31: Annual Conference on Neural Information Processing Systems 2018, 2018
Proceedings of the 40th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2018
2017
The Population Tracking Model: A Simple, Scalable Statistical Model for Neural Population Data.
Neural Comput., 2017
Differential Covariance: A New Class of Methods to Estimate Sparse Connectivity from Neural Recordings.
Neural Comput., 2017
Neural Comput., 2017
Analytical Derivation of Nonlinear Spectral Effects and 1/f Scaling Artifact in Signal Processing of Real-World Data.
Neural Comput., 2017
Interpretation of the Precision Matrix and Its Application in Estimating Sparse Brain Connectivity during Sleep Spindles from Human Electrocorticography Recordings.
Neural Comput., 2017
Decision-making neural circuits mediating social behaviors - An attractor network model.
J. Comput. Neurosci., 2017
Frontiers Comput. Neurosci., 2017
Proceedings of the Augmented Cognition. Neurocognition and Machine Learning, 2017
2016
Correlated Percolation, Fractal Structures, and Scale-Invariant Distribution of Clusters in Natural Images.
IEEE Trans. Pattern Anal. Mach. Intell., 2016
2015
Periodic Forcing of Inhibition-Stabilized Networks: Nonlinear Resonances and Phase-Amplitude Coupling.
Neural Comput., 2015
Cooperativity between remote sites of ectopic spiking allows afterdischarge to be initiated and maintained at different locations.
J. Comput. Neurosci., 2015
2014
Top-Down Inputs Enhance Orientation Selectivity in Neurons of the Primary Visual Cortex during Perceptual Learning.
PLoS Comput. Biol., 2014
Synchronization of Isolated Downstates (K-Complexes) May Be Caused by Cortically-Induced Disruption of Thalamic Spindling.
PLoS Comput. Biol., 2014
Engineering intelligent electronic systems based on computational neuroscience [scanning the issue].
Proc. IEEE, 2014
Proc. IEEE, 2014
VolRoverN: Enhancing Surface and Volumetric Reconstruction for Realistic Dynamical Simulation of Cellular and Subcellular Function.
Neuroinformatics, 2014
Muscle artifacts in single trial EEG data distinguish patients with Parkinson's disease from healthy individuals.
Proceedings of the 36th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2014
2013
Proc. Natl. Acad. Sci. USA, 2013
Divide and Conquer: Functional Segregation of Synaptic Inputs by Astrocytic Microdomains Could Alleviate Paroxysmal Activity Following Brain Trauma.
PLoS Comput. Biol., 2013
Double-Gabor Filters Are Independent Components of Small Translation-Invariant Image Patches.
Neural Comput., 2013
2012
Multiple Spike Time Patterns Occur at Bifurcation Points of Membrane Potential Dynamics.
PLoS Comput. Biol., 2012
J. Comput. Neurosci., 2012
Frontiers Comput. Neurosci., 2012
A computational model for the modulation of the prepulse inhibition of the acoustic startle reflex.
Biol. Cybern., 2012
Proceedings of the 2012 IEEE International Symposium on Information Theory, 2012
2011
Biophysical Neural Spiking, Bursting, and Excitability Dynamics in Reconfigurable Analog VLSI.
IEEE Trans. Biomed. Circuits Syst., 2011
Pattern of trauma determines the threshold for epileptic activity in a model of cortical deafferentation.
Proc. Natl. Acad. Sci. USA, 2011
Choice modulates the neural dynamics of prediction error processing during rewarded learning.
NeuroImage, 2011
2010
IEEE Trans. Speech Audio Process., 2010
Shunting Inhibition Controls the Gain Modulation Mediated by Asynchronous Neurotransmitter Release in Early Development.
PLoS Comput. Biol., 2010
Independent Vector Analysis for Source Separation Using a Mixture of Gaussians Prior.
Neural Comput., 2010
Combining Temporal and Frequency based Prediction for EEG Signals.
Proceedings of the BIOSIGNALS 2010, 2010
2009
Speech Enhancement, Gain, and Noise Spectrum Adaptation Using Approximate Bayesian Estimation.
IEEE Trans. Speech Audio Process., 2009
The effects of cholinergic neuromodulation on neuronal phase-response curves of modeled cortical neurons.
J. Comput. Neurosci., 2009
2008
Fast Monte Carlo Simulation Methods for Biological Reaction-Diffusion Systems in Solution and on Surfaces.
SIAM J. Sci. Comput., 2008
Biophysical Basis for Three Distinct Dynamical Mechanisms of Action Potential Initiation.
PLoS Comput. Biol., 2008
PLoS Comput. Biol., 2008
Irregular Firing of Isolated Cortical Interneurons in Vitro Driven by Intrinsic Stochastic Mechanisms.
Neural Comput., 2008
2007
Enhanced detection of artifacts in EEG data using higher-order statistics and independent component analysis.
NeuroImage, 2007
Proceedings of the 7th IEEE International Conference on Bioinformatics and Bioengineering, 2007
2006
Selective attention through phase relationship of excitatory and inhibitory input synchrony in a model cortical neuron.
Neural Networks, 2006
Soft Mixer Assignment in a Hierarchical Generative Model of Natural Scene Statistics.
Neural Comput., 2006
Spatio-temporal dynamics in fMRI recordings revealed with complex independent component analysis.
Neurocomputing, 2006
2005
Proceedings of the Advances in Neural Information Processing Systems 18 [Neural Information Processing Systems, 2005
2004
Rapid Temporal Modulation of Synchrony by Competition in Cortical Interneuron Networks.
Neural Comput., 2004
Neurocomputing, 2004
Int. J. High Perform. Comput. Appl., 2004
Proceedings of the Advances in Neural Information Processing Systems 17 [Neural Information Processing Systems, 2004
Proceedings of the 18th International Parallel and Distributed Processing Symposium (IPDPS 2004), 2004
Reliable Measurement of Cortical Flow Patterns Using Complex Independent Component Analysis of Electroencephalographic Signals.
Proceedings of the Independent Component Analysis and Blind Signal Separation, 2004
Proceedings of the Independent Component Analysis and Blind Signal Separation, 2004
2003
Complex independent component analysis of frequency-domain electroencephalographic data.
Neural Networks, 2003
Spatiochromatic Receptive Field Properties Derived from Information-Theoretic Analyses of Cone Mosaic Responses to Natural Scenes.
Neural Comput., 2003
Neurocomputing, 2003
Variability of postsynaptic responses depends non-linearly on the number of synaptic inputs.
Neurocomputing, 2003
Spatially Realistic Computational Physiology: Past, Present and Future.
Proceedings of the Parallel Computing: Software Technology, 2003
2002
IEEE Trans. Neural Networks, 2002
IEEE Trans. Biomed. Eng., 2002
Neural Comput., 2002
Neural Comput., 2002
Variational Learning of Clusters of Undercomplete Nonsymmetric Independent Components.
J. Mach. Learn. Res., 2002
Neurocomputing, 2002
Biol. Cybern., 2002
Proceedings of the Advances in Neural Information Processing Systems 15 [Neural Information Processing Systems, 2002
Proceedings of the Advances in Neural Information Processing Systems 15 [Neural Information Processing Systems, 2002
Proceedings of the Advances in Neural Information Processing Systems 15 [Neural Information Processing Systems, 2002
2001
Neural Comput., 2001
Perception of change in depth in the hummingbird hawkmoth Manduca sexta (Sphingidae, Lepidoptera).
Neurocomputing, 2001
Neurocomputing, 2001
An MCell model of calcium dynamics and frequency-dependence of calmodulin activation in dendritic spines.
Neurocomputing, 2001
Computational model of carbachol-induced delta, theta and gamma-like oscillations in hippocampus.
Neurocomputing, 2001
2000
ICA Mixture Models for Unsupervised Classification of Non-Gaussian Classes and Automatic Context Switching in Blind Signal Separation.
IEEE Trans. Pattern Anal. Mach. Intell., 2000
Color Opponency Constitutes a Sparse Representation for the Chromatic Structure of Natural Scenes.
Proceedings of the Advances in Neural Information Processing Systems 13, 2000
A Comparison of Image Processing Techniques for Visual Speech Recognition Applications.
Proceedings of the Advances in Neural Information Processing Systems 13, 2000
Proceedings of the 30th IEEE International Symposium on Multiple-Valued Logic, 2000
Proceedings of the Biologically Motivated Computer Vision, 2000
1999
Blind source separation of more sources than mixtures using overcomplete representations.
IEEE Signal Process. Lett., 1999
Neural Comput., 1999
Independent Component Analysis Using an Extended Infomax Algorithm for Mixed Sub-Gaussian and Super-Gaussian Sources.
Neural Comput., 1999
Neural Comput., 1999
Neurocomputing, 1999
Proceedings of the Advances in Neural Information Processing Systems 12, [NIPS Conference, Denver, Colorado, USA, November 29, 1999
Proceedings of the Advances in Neural Information Processing Systems 12, [NIPS Conference, Denver, Colorado, USA, November 29, 1999
1998
Constrained Optimization for Neural Map Formation: A Unifying Framework for Weight Growth and Normalization.
Neural Comput., 1998
Proceedings of the Advances in Neural Information Processing Systems 11, [NIPS Conference, Denver, Colorado, USA, November 30, 1998
Proceedings of the Advances in Neural Information Processing Systems 11, [NIPS Conference, Denver, Colorado, USA, November 30, 1998
Proceedings of the Advances in Neural Information Processing Systems 11, [NIPS Conference, Denver, Colorado, USA, November 30, 1998
Combining time-delayed decorrelation and ICA: towards solving the cocktail party problem.
Proceedings of the 1998 IEEE International Conference on Acoustics, 1998
Proceedings of the Human Vision and Electronic Imaging III, 1998
1997
Proceedings of the Advances in Neural Information Processing Systems 10, 1997
Proceedings of the Advances in Neural Information Processing Systems 10, 1997
Proceedings of the Connectionist Representations: 4th Neural Computation and Psychology Workshop, 1997
Proceedings of the Artificial Neural Networks, 1997
Proceedings of the Artificial Neural Networks, 1997
1996
Inhibition synchronizes sparsely connected cortical neurons within and between columns in realistic network models.
J. Comput. Neurosci., 1996
Cholinergic Modulation Preserves Spike Timing Under Physiologically Realistic Fluctuating Input.
Proceedings of the Advances in Neural Information Processing Systems 9, 1996
Proceedings of the Advances in Neural Information Processing Systems 9, 1996
Proceedings of the Advances in Neural Information Processing Systems 9, 1996
Proceedings of the Advances in Neural Information Processing Systems 9, 1996
Proceedings of the Advances in Neural Information Processing Systems 9, 1996
Proceedings of the Advances in Neural Information Processing Systems 9, 1996
Viewpoint Invariant Face Recognition using Independent Component Analysis and Attractor Networks.
Proceedings of the Advances in Neural Information Processing Systems 9, 1996
1995
Neural Comput., 1995
Proceedings of the Advances in Neural Information Processing Systems 8, 1995
Proceedings of the Advances in Neural Information Processing Systems 8, 1995
Proceedings of the Advances in Neural Information Processing Systems 8, 1995
Using Feedforward Neural Networks to Monitor Alertness from Changes in EEG Correlation and Coherence.
Proceedings of the Advances in Neural Information Processing Systems 8, 1995
Proceedings of the Advances in Neural Information Processing Systems 8, 1995
Proceedings of the Advances in Neural Information Processing Systems 8, 1995
Proceedings of the Advances in Neural Information Processing Systems 8, 1995
Proceedings of the Advances in Neural Information Processing Systems 8, 1995
Proceedings of the 1995 International Conference on Acoustics, 1995
Proceedings of the Eigth Annual Conference on Computational Learning Theory, 1995
1994
An Efficient Method for Computing Synaptic Conductances Based on a Kinetic Model of Receptor Binding.
Neural Comput., 1994
Synthesis of models for excitable membranes, synaptic transmission and neuromodulation using a common kinetic formalism.
J. Comput. Neurosci., 1994
Grouping Components of Three-Dimensional Moving Objects in Area MST of Visual Cortex.
Proceedings of the Advances in Neural Information Processing Systems 7, 1994
Proceedings of the Advances in Neural Information Processing Systems 7, 1994
Proceedings of the Advances in Neural Information Processing Systems 7, 1994
Proceedings of the Advances in Neural Information Processing Systems 7, 1994
Reinforcement Learning Predicts the Site of Plasticity for Auditory Remapping in the Barn Owl.
Proceedings of the Advances in Neural Information Processing Systems 7, 1994
Proceedings of the Advances in Neural Information Processing Systems 7, 1994
Proceedings of the Advances in Neural Information Processing Systems 7, 1994
1993
The Variance of Covariance Rules for Associative Matrix Memories and Reinforcement Learning.
Neural Comput., 1993
Proceedings of the Advances in Neural Information Processing Systems 6, 1993
Proceedings of the Advances in Neural Information Processing Systems 6, 1993
Proceedings of the Advances in Neural Information Processing Systems 6, 1993
1992
Unsupervised Discrimination of Clustered Data via Optimization of Binary Information Gain.
Proceedings of the Advances in Neural Information Processing Systems 5, [NIPS Conference, Denver, Colorado, USA, November 30, 1992
Proceedings of the Advances in Neural Information Processing Systems 5, [NIPS Conference, Denver, Colorado, USA, November 30, 1992
Proceedings of the Advances in Neural Information Processing Systems 5, [NIPS Conference, Denver, Colorado, USA, November 30, 1992
Biologically Plausible Local Learning Rules for the Adaptation of the Vestibulo-Ocular Reflex.
Proceedings of the Advances in Neural Information Processing Systems 5, [NIPS Conference, Denver, Colorado, USA, November 30, 1992
The computational brain.
Computational neuroscience, MIT Press, ISBN: 978-0-262-03188-2, 1992
1991
Simulations of a Reconstructed Cerebellar Purkinje Cell Based on Simplified Channel Kinetics.
Neural Comput., 1991
Proceedings of the Advances in Neural Information Processing Systems 4, 1991
Neural Network Analysis of Event Related Potentials and Electroencephalogram Predicts Vigilance.
Proceedings of the Advances in Neural Information Processing Systems 4, 1991
Proceedings of the Advances in Neural Information Processing Systems 4, 1991
Proceedings of the Advances in Neural Information Processing Systems 4, 1991
1990
Proc. IEEE, 1990
Neural Comput., 1990
Proceedings of the Advances in Neural Information Processing Systems 3, 1990
Proceedings of the IJCNN 1990, 1990
1989
IEEE Commun. Mag., 1989
Combining Visual and Acoustic Speech Signals with a Neural Network Improves Intelligibility.
Proceedings of the Advances in Neural Information Processing Systems 2, 1989
Neural Network Analysis of Distributed Representations of Dynamical Sensory-Motor Transormations in the Leech.
Proceedings of the Advances in Neural Information Processing Systems 2, 1989
1988
IEEE Trans. Acoust. Speech Signal Process., 1988
Neural Networks, 1988
Storing Covariance by the Associative Long-Term Potentation and Depression of Synaptic Strengths in the Hippocampus.
Proceedings of the Advances in Neural Information Processing Systems 1, 1988
1987
Proceedings of the Neural Information Processing Systems, Denver, Colorado, USA, 1987, 1987
1986
Proceedings of the 24th Annual Meeting of the Association for Computational Linguistics, 1986
1985
1983
Proceedings of the National Conference on Artificial Intelligence, 1983
1954