Terrence J. Sejnowski

112.8k citations

619 papers · 73.7k indexed · 35 hit papers · h-index 125

Cognitive Neuroscience top 0.01%
Cellular and Molecular Neuroscience top 0.01%
Signal Processing top 0.01%
Artificial Intelligence top 0.02%
Molecular Biology top 0.5%

Co-authors: Anthony J. Bell Scott Makeig Tzyy‐Ping Jung Geoffrey E. Hinton Zachary F. Mainen Martin J. McKeown Alain Destexhe Patricia Smith Churchland
Topics: Neural dynamics and brain function (339 papers)Neuroscience and Neuropharmacology Research (129 papers)Blind Source Separation Techniques (87 papers)
Cited by: Cognitive Neuroscience Signal Processing Cellular and Molecular Neuroscience
Journals: Nature Science Proceedings of the National Academy of Sciences
Partner nations: United States Canada Germany

In The Last Decade

Terrence J. Sejnowski

598 papers receiving 70.1k citations

Hit Papers

5 papers align trajectories

What are hit papers?

Hit papers significantly outperform the citation benchmark for their cohort. A paper qualifies if it has ≥500 total citations, achieves ≥1.5× the top-1% citation threshold for papers in the same subfield and year (this is the minimum needed to enter the top 1%, not the average within it), or reaches the top citation threshold in at least one of its specific research topics.

An Information-Maximization Approach to Blind Separation and Blind Deconvolution

1995 6.5k citations Terrence J. Sejnowski et al. Neural Computation profile →
Removing electroencephalographic artifacts by blind source separation

2000 2.5k citations Terrence J. Sejnowski et al. profile →
Running enhances neurogenesis, learning, and long-term potentiation in mice

1999 2.3k citations Terrence J. Sejnowski et al. Proceedings of the National Academy of Sciences profile →
A Learning Algorithm for Boltzmann Machines*

1985 2.0k citations Terrence J. Sejnowski et al. profile →
Analysis of fMRI data by blind separation into independent spatial components

1998 1.5k citations Terrence J. Sejnowski et al. profile →
Independent Component Analysis of Electroencephalographic Data

1995 1.4k citations Terrence J. Sejnowski et al. profile →
Reliability of Spike Timing in Neocortical Neurons

1995 1.4k citations Terrence J. Sejnowski et al. Science profile →
Independent Component Analysis Using an Extended Infomax Algorithm for Mixed Subgaussian and Supergaussian Sources

1999 1.4k citations Terrence J. Sejnowski et al. Neural Computation profile →
Face recognition by independent component analysis

2002 1.3k citations Terrence J. Sejnowski et al. profile →
Dynamic Brain Sources of Visual Evoked Responses

2002 1.3k citations Terrence J. Sejnowski et al. Science profile →
Removal of eye activity artifacts from visual event-related potentials in normal and clinical subjects

2000 1.1k citations Terrence J. Sejnowski et al. profile →
Parallel Networks that Learn to Pronounce English Text

1987 1.0k citations Terrence J. Sejnowski profile →
Correlated neuronal activity and the flow of neural information

2001 958 citations Terrence J. Sejnowski et al. profile →
Blind separation of auditory event-related brain responses into independent components

1997 930 citations Terrence J. Sejnowski et al. Proceedings of the National Academy of Sciences profile →
The Computational Brain

1992 874 citations Terrence J. Sejnowski et al. profile →
Predicting the secondary structure of globular proteins using neural network models

1988 859 citations Terrence J. Sejnowski et al. profile →
Slow Feature Analysis: Unsupervised Learning of Invariances

2002 858 citations Terrence J. Sejnowski et al. Neural Computation profile →
Analysis of hidden units in a layered network trained to classify sonar targets

1988 777 citations Terrence J. Sejnowski et al. profile →
Learning Overcomplete Representations

2000 717 citations Terrence J. Sejnowski et al. Neural Computation profile →
Classifying facial actions

1999 680 citations Terrence J. Sejnowski et al. profile →
Communication in Neuronal Networks

2003 659 citations Terrence J. Sejnowski et al. Science profile →
Dictionary Learning Algorithms for Sparse Representation

2003 550 citations Terrence J. Sejnowski et al. Neural Computation profile →
Analysis and visualization of single‐trial event‐related potentials

2001 541 citations Terrence J. Sejnowski et al. profile →
Neurocomputational models of working memory

2000 527 citations Terrence J. Sejnowski et al. profile →
A universal scaling law between gray matter and white matter of cerebral cortex

2000 522 citations Terrence J. Sejnowski et al. Proceedings of the National Academy of Sciences profile →
Removing electroencephalographic artifacts by blind source separation

2000 511 citations Terrence J. Sejnowski et al. profile →
Foundations for a New Science of Learning

2009 485 citations Terrence J. Sejnowski et al. Science profile →
Epigenomic Signatures of Neuronal Diversity in the Mammalian Brain

2015 475 citations Eran A. Mukamel, Chongyuan Luo et al. profile →
Proceedings of the 1988 Connectionist Models Summer School

1989 455 citations Terrence J. Sejnowski et al. profile →
NETtalk: a parallel network that learns to read aloud

1988 438 citations Terrence J. Sejnowski et al. profile →
Human body epigenome maps reveal noncanonical DNA methylation variation

2015 424 citations Eran A. Mukamel, Joseph R. Nery et al. Nature profile →
A learning algorithm for boltzmann machines

1985 380 citations Terrence J. Sejnowski et al. profile →
Single-cell methylomes identify neuronal subtypes and regulatory elements in mammalian cortex

2017 326 citations Chongyuan Luo, Christopher L. Keown et al. Science profile →
Cortical travelling waves: mechanisms and computational principles

2018 323 citations Lyle Muller, John H. Reynolds et al. profile →
Large Language Models and the Reverse Turing Test

2023 70 citations Terrence J. Sejnowski Neural Computation profile →

Peers

Countries citing papers authored by Terrence J. Sejnowski

Since Specialization

Citations

This map shows the geographic impact of Terrence J. Sejnowski's research. It shows the number of citations coming from papers published by authors working in each country. You can also color the map by specialization and compare the number of citations received by Terrence J. Sejnowski with the expected number of citations based on a country's size and research output (numbers larger than one mean the country cites Terrence J. Sejnowski more than expected).

Fields of papers citing papers by Terrence J. Sejnowski

Since Specialization

Physical SciencesHealth SciencesLife SciencesSocial Sciences

This network shows the impact of papers produced by Terrence J. Sejnowski. Nodes represent research fields, and links connect fields that are likely to share authors. Colored nodes show fields that tend to cite the papers produced by Terrence J. Sejnowski. The network helps show where Terrence J. Sejnowski may publish in the future.

Co-authorship network of co-authors of Terrence J. Sejnowski

This figure shows the co-authorship network connecting the top 25 collaborators of Terrence J. Sejnowski. A scholar is included among the top collaborators of Terrence J. Sejnowski based on the total number of citations received by their joint publications. Widths of edges represent the number of papers authors have co-authored together. Node borders signify the number of papers an author published with Terrence J. Sejnowski. Terrence J. Sejnowski is excluded from the visualization to improve readability, since they are connected to all nodes in the network.

All Works

Sort: Min cites: Since: Top N: Style:

20 of 20 papers shown

#	Work	Indexed citations
1	Large Language Models and the Reverse Turing Testbreakdown → 2023 ·Neural Computation ·Terrence J. Sejnowski	70
2	Simulating actin networks in synaptic spine heads using dynamical graph grammars 2023 ·Biophysical Journal ·(unknown),(unknown),Thomas M. Bartol,Terrence J. Sejnowski,Padmini Rangamani,Eric Mjolsness	0
3	Analytical prediction of specific spatiotemporal patterns in nonlinear oscillator networks with distance-dependent time delays 2023 ·Physical Review Research ·Roberto C. Budzinski,(unknown),(unknown),(unknown),Ján Mináč,Terrence J. Sejnowski,Lyle Muller	10
4	Functional connectivity of fMRI using differential covariance predicts structural connectivity and behavioral reaction times 2022 ·Network Neuroscience ·Yusi Chen,Qasim Bukhari,(unknown),Terrence J. Sejnowski	3
5	Learning the Synaptic and Intrinsic Membrane Dynamics Underlying Working Memory in Spiking Neural Network Models 2021 ·Neural Computation ·(unknown),Robert Kim,Terrence J. Sejnowski	2
6	Differential Covariance: A New Method to Estimate Functional Connectivity in fMRI 2020 ·Neural Computation ·(unknown),Yusi Chen,Qasim Bukhari,Giri P. Krishnan,Maxim Bazhenov,Terrence J. Sejnowski	3
7	A modeling framework for adaptive lifelong learning with transfer and savings through gating in the prefrontal cortex 2020 ·Proceedings of the National Academy of Sciences ·Ben Tsuda,Kay M. Tye,Hava T. Siegelmann,Terrence J. Sejnowski	26
8	Predicting the fMRI Signal Fluctuation with Recurrent Neural Networks Trained on Vascular Network Dynamics 2020 ·Cerebral Cortex ·Filip Sobczak,Yi He,Terrence J. Sejnowski,Xin Yu	7
9	Pharmacological reversal of synaptic and network pathology in human MECP2 ‐KO neurons and cortical organoids 2020 ·EMBO Molecular Medicine ·Cleber A. Trujillo,Jason W. Adams,Priscilla D. Negraes,Cassiano Carromeu,Leon Tejwani,Allan Acab,Ben Tsuda,Charles A. Thomas,(unknown),(unknown),Sarah Romero,Fabian Zanella,Terrence J. Sejnowski,Henning Ulrich,Alysson R. Muotri	71
10	Spontaneous travelling cortical waves gate perception in behaving primates 2020 ·Nature ·Zachary W. Davis,Lyle Muller,Julio Martínez-Trujillo,Terrence J. Sejnowski,John H. Reynolds	120
11	Simple framework for constructing functional spiking recurrent neural networks 2019 ·Proceedings of the National Academy of Sciences ·Robert Kim,Yinghao Li,Terrence J. Sejnowski	43
12	The nucleus does not significantly affect the migratory trajectories of amoeba in two-dimensional environments 2019 ·Scientific Reports ·Ildefonso M. De la Fuente,(unknown),Iker Malaina,(unknown),Alberto Pérez-Samartı́n,María Dolores Boyano,Marı́a Fedetz,José I. López,Gorka Pérez‐Yarza,Jesús M. Cortés,Terrence J. Sejnowski	8
13	Impairments in remote memory caused by the lack of Type 2 IP₃ receptors 2019 ·Glia ·António Pinto‐Duarte,Amanda J. Roberts,Kunfu Ouyang,Terrence J. Sejnowski	45
14	Single-cell methylomes identify neuronal subtypes and regulatory elements in mammalian cortexbreakdown → 2017 ·Science ·Chongyuan Luo,Christopher L. Keown,Laurie Kurihara,Jingtian Zhou,Yupeng He,Junhao Li,Rosa Castanon,Jacinta Lucero,Joseph R. Nery,Justin P. Sandoval,(unknown),Terrence J. Sejnowski,Timothy T. Harkins,Eran A. Mukamel,M. Margarita Behrens,Joseph R. Ecker	326
15	Spectrum of power laws for curved hand movements 2015 ·Proceedings of the National Academy of Sciences ·Dongsung Huh,Terrence J. Sejnowski	41
16	The BRAIN Initiative: developing technology to catalyse neuroscience discovery. 2015 ·DSpace@MIT (Massachusetts Institute of Technology) ·Lyric A. Jorgenson,William T. Newsome,David J. Anderson,Cornelia I. Bargmann,Emery N. Brown,Karl Deisseroth,John P. Donoghue,Kathy Hudson,Geoffrey Ling,Peter R. MacLeish,Eve Marder,Richard A. Normann,Joshua R. Sanes,Mark J. Schnitzer,Terrence J. Sejnowski,David W. Tank,Roger Y. Tsien,Kâmil Uǧurbil,John C. Wingfield	0
17	Astrocytes contribute to gamma oscillations and recognition memory 2014 ·Proceedings of the National Academy of Sciences ·(unknown),A. Ghetti,António Pinto‐Duarte,(unknown),Gustavo Dziewczapolski,Francesco Galimi,Salvador Huitrón‐Reséndiz,Juan Piña-Crespo,Amanda J. Roberts,Inder M. Verma,Terrence J. Sejnowski,Stephen F. Heinemann	195
18	Metabolic cost as a unifying principle governing neuronal biophysics 2010 ·Proceedings of the National Academy of Sciences ·Andrea R. Hasenstaub,Stephani Otte,Edward M. Callaway,Terrence J. Sejnowski	167
19	Attractor Reliability Reveals Deterministic Structure in Neuronal Spike Trains 2002 ·Neural Computation ·Paul Tiesinga,Jean‐Marc Fellous,Terrence J. Sejnowski	28
20	Cortical hyperpolarization-activated depolarizing current takes part in the generation of focal paroxysmal activities 2002 ·Proceedings of the National Academy of Sciences ·Igor Timofeev,Maxim Bazhenov,Terrence J. Sejnowski,Mircea Steriade	69

About Terrence J. Sejnowski

Terrence J. Sejnowski is a scholar working on Cognitive Neuroscience, Cellular and Molecular Neuroscience and Signal Processing, having authored 619 papers that have together received 73.7k indexed citations. Recurring topics across this work include Neural dynamics and brain function (339 papers), Neuroscience and Neuropharmacology Research (129 papers) and Blind Source Separation Techniques (87 papers). The work is most often cited by research in Cognitive Neuroscience (43.2k citations), Signal Processing (12.0k citations) and Cellular and Molecular Neuroscience (18.3k citations). Terrence J. Sejnowski has collaborated with scholars based in United States, Canada and Germany. Frequent co-authors include Anthony J. Bell, Scott Makeig, Tzyy‐Ping Jung, Geoffrey E. Hinton, Zachary F. Mainen, Martin J. McKeown, Alain Destexhe, Patricia Smith Churchland, Te-Won Lee and Emilio Salinas. Their work appears in journals such as Nature, Science and Proceedings of the National Academy of Sciences.

Rankless uses publication and citation data sourced from OpenAlex, an open and comprehensive bibliographic database. While OpenAlex provides broad and valuable coverage of the global research landscape, it—like all bibliographic datasets—has inherent limitations. These include incomplete records, variations in author disambiguation, differences in journal indexing, and delays in data updates. As a result, some metrics and network relationships displayed in Rankless may not fully capture the entirety of a scholar's output or impact.

Explore authors with similar magnitude of impact