Klaus Obermayer - Related publications

Affiliations: 
Berlin Technical University, Berlin, Berlin, Germany 
Area:
Computational neuroscience, neural networks
Website:
http://ni.cs.tu-berlin.de/
NOTE: We are testing a new system for identifying relevant work based on semantic analysis that identifies similarities between recently published papers and the current author's publications. You can help! If you notice any inaccuracies, please sign in and mark papers as correct or incorrect matches.
50 most relevant papers in past 60 days:
Year Citation  Score
2020 Gilson M, Dahmen D, Moreno-Bote R, Insabato A, Helias M. The covariance perceptron: A new paradigm for classification and processing of time series in recurrent neuronal networks. Plos Computational Biology. 16: e1008127. PMID 33044953 DOI: 10.1371/journal.pcbi.1008127   
2020 Marín M, Sáez-Lara MJ, Ros E, Garrido JA. Optimization of Efficient Neuron Models With Realistic Firing Dynamics. The Case of the Cerebellar Granule Cell. Frontiers in Cellular Neuroscience. 14: 161. PMID 32765220 DOI: 10.3389/fncel.2020.00161   
2020 Seenivasan P, Narayanan R. Efficient phase coding in hippocampal place cells. Physical Review Research. 2: 033393. PMID 32984841 DOI: 10.1103/PhysRevResearch.2.033393   
2020 Ren N, Ito S, Hafizi H, Beggs JM, Stevenson IH. Model-based detection of putative synaptic connections from spike recordings with latency and type constraints. Journal of Neurophysiology. PMID 32937091 DOI: 10.1152/jn.00066.2020   
2020 Sadeh S, Clopath C. Theory of neuronal perturbome in cortical networks. Proceedings of the National Academy of Sciences of the United States of America. PMID 33055215 DOI: 10.1073/pnas.2004568117   
2020 Pietras B, Gallice N, Schwalger T. Low-dimensional firing-rate dynamics for populations of renewal-type spiking neurons. Physical Review. E. 102: 022407. PMID 32942450 DOI: 10.1103/PhysRevE.102.022407   
2020 Moore BJ, Berger T, Song D. Validation of a Convolutional Neural Network Model for Spike Transformation Using a Generalized Linear Model. Annual International Conference of the Ieee Engineering in Medicine and Biology Society. Ieee Engineering in Medicine and Biology Society. Annual International Conference. 2020: 3236-3239. PMID 33018694 DOI: 10.1109/EMBC44109.2020.9176458   
2020 Moore BJ, Berger T, Song D. Validation of a Convolutional Neural Network Model for Spike Transformation Using a Generalized Linear Model. Annual International Conference of the Ieee Engineering in Medicine and Biology Society. Ieee Engineering in Medicine and Biology Society. Annual International Conference. 2020: 3236-3239. PMID 33018694 DOI: 10.1109/EMBC44109.2020.9176458   
2020 Yerxa TE, Kee E, DeWeese MR, Cooper EA. Efficient sensory coding of multidimensional stimuli. Plos Computational Biology. 16: e1008146. PMID 32970679 DOI: 10.1371/journal.pcbi.1008146   
2020 Wei Z, Lin BJ, Chen TW, Daie K, Svoboda K, Druckmann S. A comparison of neuronal population dynamics measured with calcium imaging and electrophysiology. Plos Computational Biology. 16: e1008198. PMID 32931495 DOI: 10.1371/journal.pcbi.1008198   
2020 Wei Z, Lin BJ, Chen TW, Daie K, Svoboda K, Druckmann S. A comparison of neuronal population dynamics measured with calcium imaging and electrophysiology. Plos Computational Biology. 16: e1008198. PMID 32931495 DOI: 10.1371/journal.pcbi.1008198   
2020 Latimer KW, Fairhall AL. Capturing Multiple Timescales of Adaptation to Second-Order Statistics With Generalized Linear Models: Gain Scaling and Fractional Differentiation. Frontiers in Systems Neuroscience. 14: 60. PMID 33013331 DOI: 10.3389/fnsys.2020.00060   
2020 Sinha N, Heckman CJ, Yang Y. Slowly activating outward membrane currents generate input-output sub-harmonic cross frequency coupling in neurons. Journal of Theoretical Biology. 110509. PMID 33022285 DOI: 10.1016/j.jtbi.2020.110509   
2020 Heeger DJ, Zemlianova KO. A recurrent circuit implements normalization, simulating the dynamics of V1 activity. Proceedings of the National Academy of Sciences of the United States of America. PMID 32843341 DOI: 10.1073/pnas.2005417117   
2020 Liu Z, Kimura Y, Higashijima SI, Hildebrand DGC, Morgan JL, Bagnall MW. Central Vestibular Tuning Arises from Patterned Convergence of Otolith Afferents. Neuron. PMID 32937099 DOI: 10.1016/j.neuron.2020.08.019   
2020 Dalgleish HWP, Russell LE, Packer AM, Roth A, Gauld OM, Greenstreet F, Thompson EJ, Häusser M. How many neurons are sufficient for perception of cortical activity? Elife. 9. PMID 33103656 DOI: 10.7554/eLife.58889   
2020 Park WJ, Fine I. New insights into cortical development and plasticity: from molecules to behavior. Current Opinion in Physiology. 16: 50-60. PMID 32923755 DOI: 10.1016/j.cophys.2020.06.004   
2020 Herrera B, Sajad A, Woodman GF, Schall JD, Riera JJ. A Minimal Biophysical Model of Neocortical Pyramidal Cells: Implications for Frontal Cortex Microcircuitry and Field Potential Generation. The Journal of Neuroscience : the Official Journal of the Society For Neuroscience. PMID 33037076 DOI: 10.1523/JNEUROSCI.0221-20.2020   
2020 Sherrill SP, Timme NM, Beggs JM, Newman EL. Correlated activity favors synergistic processing in local cortical networks in vitro at synaptically relevant timescales. Network Neuroscience (Cambridge, Mass.). 4: 678-697. PMID 32885121 DOI: 10.1162/netn_a_00141   
2020 Zang Y, Hong S, De Schutter E. Firing rate-dependent phase responses of Purkinje cells support transient oscillations. Elife. 9. PMID 32895121 DOI: 10.7554/eLife.60692   
2020 Protachevicz PR, Borges FS, Iarosz KC, Baptista MS, Lameu EL, Hansen M, Caldas IL, Szezech JD, Batista AM, Kurths J. Influence of Delayed Conductance on Neuronal Synchronization. Frontiers in Physiology. 11: 1053. PMID 33013451 DOI: 10.3389/fphys.2020.01053   
2020 Rich S, Moradi Chameh H, Sekulic V, Valiante TA, Skinner FK. Modeling Reveals Human-Rodent Differences in H-Current Kinetics Influencing Resonance in Cortical Layer 5 Neurons. Cerebral Cortex (New York, N.Y. : 1991). PMID 33068000 DOI: 10.1093/cercor/bhaa261   
2020 Chen W, Liu M, Zhan Q, Tan Y, Meijering E, Radojevic M, Wang Y. Spherical-Patches Extraction for Deep-Learning Based Critical Points Detection in 3D Neuron Microscopy Images. Ieee Transactions On Medical Imaging. PMID 33055023 DOI: 10.1109/TMI.2020.3031289   
2020 Wu Q, Dang B, Lu C, Xu G, Yang G, Wang J, Chuai X, Lu N, Geng D, Wang H, Li L. Spike Encoding with Optic Sensory Neurons Enable a Pulse Coupled Neural Network for Ultraviolet Image Segmentation. Nano Letters. PMID 33063511 DOI: 10.1021/acs.nanolett.0c02892   
2020 Kriener B, Chaudhuri R, Fiete IR. Robust parallel decision-making in neural circuits with nonlinear inhibition. Proceedings of the National Academy of Sciences of the United States of America. PMID 33008882 DOI: 10.1073/pnas.1917551117   
2020 Oltmanns S, Abben FS, Ender A, Aimon S, Kovacs R, Sigrist SJ, Storace DA, Geiger JRP, Raccuglia D. NOSA, an Analytical Toolbox for Multicellular Optical Electrophysiology. Frontiers in Neuroscience. 14: 712. PMID 32765213 DOI: 10.3389/fnins.2020.00712   
2020 Scheffer LK, Xu CS, Januszewski M, Lu Z, Takemura SY, Hayworth KJ, Huang GB, Shinomiya K, Maitlin-Shepard J, Berg S, Clements J, Hubbard PM, Katz WT, Umayam L, Zhao T, et al. A connectome and analysis of the adult central brain. Elife. 9. PMID 32880371 DOI: 10.7554/eLife.57443   
2020 Wang LN, Liu W, Liu X, Zhong G, Roy PP, Dong J, Huang K. Compressing Deep Networks by Neuron Agglomerative Clustering. Sensors (Basel, Switzerland). 20. PMID 33114078 DOI: 10.3390/s20216033   
2020 Di Miceli M, Husson Z, Ruel P, Layé S, Cota D, Fioramonti X, Bosch-Bouju C, Gronier B. Hierarchical Clustering of Neuronal Populations in the Rat Ventral Tegmental Area Based on Extracellular Electrophysiological Properties. Frontiers in Neural Circuits. 14: 51. PMID 32903825 DOI: 10.3389/fncir.2020.00051   
2020 Kim C, Chacron MJ. Title: Lower baseline variability gives rise to lower detection thresholds in midbrain than hindbrain electrosensory neurons. Neuroscience. PMID 32926952 DOI: 10.1016/j.neuroscience.2020.09.011   
2020 Tal I, Neymotin S, Bickel S, Lakatos P, Schroeder CE. Oscillatory Bursting as a Mechanism for Temporal Coupling and Information Coding. Frontiers in Computational Neuroscience. 14: 82. PMID 33071765 DOI: 10.3389/fncom.2020.00082   
2020 Yuan X, Schröter M, Obien MEJ, Fiscella M, Gong W, Kikuchi T, Odawara A, Noji S, Suzuki I, Takahashi J, Hierlemann A, Frey U. Versatile live-cell activity analysis platform for characterization of neuronal dynamics at single-cell and network level. Nature Communications. 11: 4854. PMID 32978383 DOI: 10.1038/s41467-020-18620-4   
2020 Shifman AR, Sun Y, Benoit CM, Lewis JE. Dynamics of a neuronal pacemaker in the weakly electric fish Apteronotus. Scientific Reports. 10: 16707. PMID 33028878 DOI: 10.1038/s41598-020-73566-3   
2020 Spaeth A, Tebyani M, Haussler D, Teodorescu M. Spiking neural state machine for gait frequency entrainment in a flexible modular robot. Plos One. 15: e0240267. PMID 33085673 DOI: 10.1371/journal.pone.0240267   
2020 Mao M, Nair A, Augustine GJ. An automated data extraction and classification pipeline to identify a novel type of neuron within the dorsal striatum based on single-cell patch clamp and confocal imaging data. Data in Brief. 32: 106148. PMID 32904362 DOI: 10.1016/j.dib.2020.106148   
2020 Nielsen F, Sun K. q-Neurons: Neuron Activations Based on Stochastic Jackson's Derivative Operators. Ieee Transactions On Neural Networks and Learning Systems. PMID 32886614 DOI: 10.1109/TNNLS.2020.3005167   
2020 Wan C, Cai P, Guo X, Wang M, Matsuhisa N, Yang L, Lv Z, Luo Y, Loh XJ, Chen X. An artificial sensory neuron with visual-haptic fusion. Nature Communications. 11: 4602. PMID 32929071 DOI: 10.1038/s41467-020-18375-y   
2020 Hagihara KM, Ishikawa AW, Yoshimura Y, Tagawa Y, Ohki K. Long-Range Interhemispheric Projection Neurons Show Biased Response Properties and Fine-Scale Local Subnetworks in Mouse Visual Cortex. Cerebral Cortex (New York, N.Y. : 1991). PMID 33063102 DOI: 10.1093/cercor/bhaa297   
2020 Chung H, Im C, Seo H, Jun SC. Morphological Influence and Electric Field Direction's Influence on Activation of Cortical Neurons in Electrical Brain Stimulation: a Computational Study. Annual International Conference of the Ieee Engineering in Medicine and Biology Society. Ieee Engineering in Medicine and Biology Society. Annual International Conference. 2020: 2938-2941. PMID 33018622 DOI: 10.1109/EMBC44109.2020.9175250   
2020 James AP, Krestinskaya O, Maan A. Recursive Threshold Logic - A Bioinspired Reconfigurable Dynamic Logic System with Crossbar Arrays. Ieee Transactions On Biomedical Circuits and Systems. PMID 32991290 DOI: 10.1109/TBCAS.2020.3027554   
2020 Kurmangaliyev YZ, Yoo J, Valdes-Aleman J, Sanfilippo P, Zipursky SL. Transcriptional Programs of Circuit Assembly in the Drosophila Visual System. Neuron. PMID 33125872 DOI: 10.1016/j.neuron.2020.10.006   
2020 Churilov AN, Milton J, Salakhova ER. An integrate-and-fire model for pulsatility in the neuroendocrine system. Chaos (Woodbury, N.Y.). 30: 083132. PMID 32872840 DOI: 10.1063/5.0010553   
2020 Segers LS, Nuding SC, Ott MM, O'Connor R, Morris KF, Lindsey BG. Blood pressure drives multispectral tuning of inspiration via a linked-loop neural network. Journal of Neurophysiology. PMID 32965158 DOI: 10.1152/jn.00442.2020   
2020 Herstel LJ, Wierenga CJ. Network control through coordinated inhibition. Current Opinion in Neurobiology. 67: 34-41. PMID 32853970 DOI: 10.1016/j.conb.2020.08.001   
2020 Harrell ER, Goldin MA, Bathellier B, Shulz DE. An elaborate sweep-stick code in rat barrel cortex. Science Advances. 6. PMID 32938665 DOI: 10.1126/sciadv.abb7189   
2020 Petrus E, Dembling S, Usdin T, Isaac JT, Koretsky AP. Circuit Specific Plasticity of Callosal Inputs Underlies Cortical Takeover. The Journal of Neuroscience : the Official Journal of the Society For Neuroscience. PMID 32913109 DOI: 10.1523/JNEUROSCI.1056-20.2020   
2020 Pomper JK, Spadacenta S, Bunjes F, Arnstein D, Giese MA, Thier P. Representation of the Observer's Predicted Outcome Value in Mirror and Non-Mirror Neurons of Macaque F5 Ventral Premotor Cortex. Journal of Neurophysiology. PMID 32783574 DOI: 10.1152/jn.00234.2020   
2020 Lee CCY, Kheradpezhouh E, Diamond ME, Arabzadeh E. State-Dependent Changes in Perception and Coding in the Mouse Somatosensory Cortex. Cell Reports. 32: 108197. PMID 32997984 DOI: 10.1016/j.celrep.2020.108197   
2020 Reus-García MM, Sánchez-Campusano R, Ledderose J, Dogbevia GK, Treviño M, Hasan MT, Gruart A, Delgado-García JM. The Claustrum is Involved in Cognitive Processes Related to the Classical Conditioning of Eyelid Responses in Behaving Rabbits. Cerebral Cortex (New York, N.Y. : 1991). PMID 32885230 DOI: 10.1093/cercor/bhaa225   
2020 Katz HR, Menelaou E, Hale ME. Morphological and physiological properties of Rohon-Beard neurons along the zebrafish spinal cord. The Journal of Comparative Neurology. PMID 32935362 DOI: 10.1002/cne.25033