Christian K. Machens - Related publications

École Normale Supérieure, Paris, Paris, France 
 University of Munich, München, Bayern, Germany 
Computation & Theory
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50 most relevant papers in past 60 days:
Year Citation  Score
2019 Gjorgjieva J, Meister M, Sompolinsky H. Functional diversity among sensory neurons from efficient coding principles. Plos Computational Biology. 15: e1007476. PMID 31725714 DOI: 10.1371/journal.pcbi.1007476   
2019 Farouj Y, Karahanoglu FI, Van De Ville D. Deconvolution of Sustained Neural Activity from Large-Scale Calcium Imaging Data. Ieee Transactions On Medical Imaging. PMID 31545714 DOI: 10.1109/TMI.2019.2942765   
2019 Venkadesh S, Komendantov AO, Wheeler DW, Hamilton DJ, Ascoli GA. Simple models of quantitative firing phenotypes in hippocampal neurons: Comprehensive coverage of intrinsic diversity. Plos Computational Biology. 15: e1007462. PMID 31658260 DOI: 10.1371/journal.pcbi.1007462   
2019 Walker EY, Sinz FH, Cobos E, Muhammad T, Froudarakis E, Fahey PG, Ecker AS, Reimer J, Pitkow X, Tolias AS. Inception loops discover what excites neurons most using deep predictive models. Nature Neuroscience. PMID 31686023 DOI: 10.1038/s41593-019-0517-x   
2019 Najafi F, Elsayed GF, Cao R, Pnevmatikakis E, Latham PE, Cunningham JP, Churchland AK. Excitatory and Inhibitory Subnetworks Are Equally Selective during Decision-Making and Emerge Simultaneously during Learning. Neuron. PMID 31753580 DOI: 10.1016/j.neuron.2019.09.045   
2019 Mano O, Creamer MS, Matulis CA, Salazar-Gatzimas E, Chen J, Zavatone-Veth JA, Clark DA. Using slow frame rate imaging to extract fast receptive fields. Nature Communications. 10: 4979. PMID 31672963 DOI: 10.1038/s41467-019-12974-0   
2019 Soldado-Magraner S, Brandalise F, Honnuraiah S, Pfeiffer M, Moulinier M, Gerber U, Douglas R. Conditioning by Subthreshold Synaptic Input Changes the Intrinsic Firing Pattern of CA3 Hippocampal Neurons. Journal of Neurophysiology. PMID 31721636 DOI: 10.1152/jn.00506.2019   
2019 López-Madrona VJ, Matias FS, Mirasso CR, Canals S, Pereda E. Inferring correlations associated to causal interactions in brain signals using autoregressive models. Scientific Reports. 9: 17041. PMID 31745163 DOI: 10.1038/s41598-019-53453-2   
2019 Rubin A, Sheintuch L, Brande-Eilat N, Pinchasof O, Rechavi Y, Geva N, Ziv Y. Revealing neural correlates of behavior without behavioral measurements. Nature Communications. 10: 4745. PMID 31628322 DOI: 10.1038/s41467-019-12724-2   
2019 Komendantov AO, Venkadesh S, Rees CL, Wheeler DW, Hamilton DJ, Ascoli GA. Quantitative firing pattern phenotyping of hippocampal neuron types. Scientific Reports. 9: 17915. PMID 31784578 DOI: 10.1038/s41598-019-52611-w   
2019 Spreizer S, Aertsen A, Kumar A. From space to time: Spatial inhomogeneities lead to the emergence of spatiotemporal sequences in spiking neuronal networks. Plos Computational Biology. 15: e1007432. PMID 31652259 DOI: 10.1371/journal.pcbi.1007432   
2019 Barranca VJ, Zhou D. Compressive Sensing Inference of Neuronal Network Connectivity in Balanced Neuronal Dynamics. Frontiers in Neuroscience. 13: 1101. PMID 31680835 DOI: 10.3389/fnins.2019.01101   
2019 Steinmetz NA, Zatka-Haas P, Carandini M, Harris KD. Distributed coding of choice, action and engagement across the mouse brain. Nature. PMID 31776518 DOI: 10.1038/s41586-019-1787-x   
2019 He Z, Li C, Chen L, Cao Z. Dynamic behaviors of the FitzHugh-Nagumo neuron model with state-dependent impulsive effects. Neural Networks : the Official Journal of the International Neural Network Society. 121: 497-511. PMID 31655446 DOI: 10.1016/j.neunet.2019.09.031   
2019 Mesik L, Huang JJ, Zhang LI, Tao HW. Sensory and motor-related responses of layer 1 neurons in the mouse visual cortex. The Journal of Neuroscience : the Official Journal of the Society For Neuroscience. PMID 31685651 DOI: 10.1523/JNEUROSCI.1722-19.2019   
2019 Molina LA, Ivan VE, Gruber AJ, Luczak A. Using Neuron Spiking Activity to Trigger Closed-Loop Stimuli in Neurophysiological Experiments. Journal of Visualized Experiments : Jove. PMID 31789310 DOI: 10.3791/59812   
2019 Koren V, Andrei AR, Hu M, Dragoi V, Obermayer K. Reading-out task variables as a low-dimensional reconstruction of neural spike trains in single trials. Plos One. 14: e0222649. PMID 31622346 DOI: 10.1371/journal.pone.0222649   
2019 Kumbhar P, Hines M, Fouriaux J, Ovcharenko A, King J, Delalondre F, Schürmann F. CoreNEURON : An Optimized Compute Engine for the NEURON Simulator. Frontiers in Neuroinformatics. 13: 63. PMID 31616273 DOI: 10.3389/fninf.2019.00063   
2019 Mondal A, Sharma SK, Upadhyay RK, Mondal A. Firing activities of a fractional-order FitzHugh-Rinzel bursting neuron model and its coupled dynamics. Scientific Reports. 9: 15721. PMID 31673009 DOI: 10.1038/s41598-019-52061-4   
2019 Liu D, Zhao S, Luo X, Yuan Y. Unidirectional Synchronization of Hodgkin-Huxley Neurons With Prescribed Performance Under Transcranial Magneto-Acoustical Simulation. Frontiers in Neuroscience. 13: 1061. PMID 31680807 DOI: 10.3389/fnins.2019.01061   
2019 Geminiani A, Pedrocchi A, D'Angelo E, Casellato C. Response Dynamics in an Olivocerebellar Spiking Neural Network With Non-linear Neuron Properties. Frontiers in Computational Neuroscience. 13: 68. PMID 31632258 DOI: 10.3389/fncom.2019.00068   
2019 Vegué M, Roxin A. Firing rate distributions in spiking networks with heterogeneous connectivity. Physical Review. E. 100: 022208. PMID 31574753 DOI: 10.1103/PhysRevE.100.022208   
2019 Mattia M, Biggio M, Galluzzi A, Storace M. Dimensional reduction in networks of non-Markovian spiking neurons: Equivalence of synaptic filtering and heterogeneous propagation delays. Plos Computational Biology. 15: e1007404. PMID 31593569 DOI: 10.1371/journal.pcbi.1007404   
2019 Onken A, Xie J, Panzeri S, Padoa-Schioppa C. Categorical encoding of decision variables in orbitofrontal cortex. Plos Computational Biology. 15: e1006667. PMID 31609973 DOI: 10.1371/journal.pcbi.1006667   
2019 Onorato I, Neuenschwander S, Hoy J, Lima B, Rocha KS, Broggini AC, Uran C, Spyropoulos G, Klon-Lipok J, Womelsdorf T, Fries P, Niell C, Singer W, Vinck M. A Distinct Class of Bursting Neurons with Strong Gamma Synchronization and Stimulus Selectivity in Monkey V1. Neuron. PMID 31732258 DOI: 10.1016/j.neuron.2019.09.039   
2019 Khan T, Ramezani H, Abbasi NA, Akan OB. Impact of Long Term Plasticity on Information Transmission over Neuronal Networks. Ieee Transactions On Nanobioscience. PMID 31603791 DOI: 10.1109/TNB.2019.2946124   
2019 Stein BE, Stanford TR, Rowland BA. Multisensory Integration and the Society for Neuroscience: Then and Now. The Journal of Neuroscience : the Official Journal of the Society For Neuroscience. PMID 31676599 DOI: 10.1523/JNEUROSCI.0737-19.2019   
2019 Chopek JW, Hultborn H, Brownstone RM. Multistable properties of human subthalamic nucleus neurons in Parkinson's disease. Proceedings of the National Academy of Sciences of the United States of America. PMID 31712414 DOI: 10.1073/pnas.1912128116   
2019 Al-Yaari M, Yamada R, Kuba H. Excitatory-inhibitory synaptic coupling in avian nucleus magnocellularis. The Journal of Neuroscience : the Official Journal of the Society For Neuroscience. PMID 31727796 DOI: 10.1523/JNEUROSCI.1124-19.2019   
2019 Bubnys A, Kandel H, Kao LM, Pfaff D, Tabansky I. Hindbrain V2a Neurons Pattern Rhythmic Activity of Motor Neurons in a Reticulospinal Coculture. Frontiers in Neuroscience. 13: 1077. PMID 31680817 DOI: 10.3389/fnins.2019.01077   
2019 Fu X, Ye H, Jia H, Wang X, Chomiak T, Luo F. Muscarinic acetylcholine receptor-dependent persistent activity of layer 5 intrinsic-bursting and regular-spiking neurons in primary auditory cortex. Journal of Neurophysiology. PMID 31596630 DOI: 10.1152/jn.00184.2019   
2019 Peng Y, Mittermaier FX, Planert H, Schneider UC, Alle H, Geiger JR. High-throughput microcircuit analysis of individual human brains through next-generation multineuron patch-clamp. Elife. 8. PMID 31742558 DOI: 10.7554/eLife.48178   
2019 Yeo I, Chu M, Lee BG. A Power and Area Efficient CMOS Stochastic Neuron for Neural Networks Employing Resistive Crossbar Array. Ieee Transactions On Biomedical Circuits and Systems. PMID 31603798 DOI: 10.1109/TBCAS.2019.2945559   
2019 Chen CY, Shih YC, Hung YF, Hsueh YP. Beyond defense: regulation of neuronal morphogenesis and brain functions via Toll-like receptors. Journal of Biomedical Science. 26: 90. PMID 31684953 DOI: 10.1186/s12929-019-0584-z   
2019 Li N, Chen S, Guo ZV, Chen H, Huo Y, Inagaki HK, Chen G, Davis C, Hansel D, Guo C, Svoboda K. Spatiotemporal constraints on optogenetic inactivation in cortical circuits. Elife. 8. PMID 31736463 DOI: 10.7554/eLife.48622   
2019 Crone JC, Vindiola MM, Yu AB, Boothe DL, Beeman D, Oie KS, Franaszczuk PJ. Enabling Large-Scale Simulations With the GENESIS Neuronal Simulator. Frontiers in Neuroinformatics. 13: 69. PMID 31803040 DOI: 10.3389/fninf.2019.00069   
2019 Santana-Chávez G, Rodriguez-Moreno P, López-Hidalgo M, Olivares-Moreno R, Moreno-López Y, Rojas-Piloni G. Operant conditioning paradigm for juxtacellular recordings in functionally identified cortical neurons during motor execution in head-fixed rats. Journal of Neuroscience Methods. 329: 108454. PMID 31669337 DOI: 10.1016/j.jneumeth.2019.108454   
2019 Sakamoto K, Saito N, Yoshida S, Mushiake H. Dynamic axis-tuned cells in the monkey lateral prefrontal cortex during a path-planning task. The Journal of Neuroscience : the Official Journal of the Society For Neuroscience. PMID 31719167 DOI: 10.1523/JNEUROSCI.2526-18.2019   
2019 Mazade R, Alonso JM. Synergy in Cortical Networks. Neuron. 104: 184-185. PMID 31647891 DOI: 10.1016/j.neuron.2019.09.041   
2019 Hua Q, Wu H, Gao B, Zhang Q, Wu W, Li Y, Wang X, Hu W, Qian H. Low-Voltage Oscillatory Neurons for Memristor-Based Neuromorphic Systems. Global Challenges (Hoboken, Nj). 3: 1900015. PMID 31692992 DOI: 10.1002/gch2.201900015   
2019 Piatkevich KD, Bensussen S, Tseng HA, Shroff SN, Lopez-Huerta VG, Park D, Jung EE, Shemesh OA, Straub C, Gritton HJ, Romano MF, Costa E, Sabatini BL, Fu Z, Boyden ES, et al. Population imaging of neural activity in awake behaving mice. Nature. PMID 31597963 DOI: 10.1038/s41586-019-1641-1   
2019 Su L, Chang CJ, Lynch N. Spike-Based Winner-Take-All Computation: Fundamental Limits and Order-Optimal Circuits. Neural Computation. 1-39. PMID 31614103 DOI: 10.1162/neco_a_01242   
2019 Roach JP, Eniwaye B, Booth V, Sander LM, Zochowski MR. Acetylcholine Mediates Dynamic Switching Between Information Coding Schemes in Neuronal Networks. Frontiers in Systems Neuroscience. 13: 64. PMID 31780905 DOI: 10.3389/fnsys.2019.00064   
2019 Linaro D, Vermaercke B, Iwata R, Ramaswamy A, Libé-Philippot B, Boubakar L, Davis BA, Wierda K, Davie K, Poovathingal S, Penttila PA, Bilheu A, De Bruyne L, Gall D, Conzelmann KK, et al. Xenotransplanted Human Cortical Neurons Reveal Species-Specific Development and Functional Integration into Mouse Visual Circuits. Neuron. PMID 31761708 DOI: 10.1016/j.neuron.2019.10.002   
2019 Wall NR, Neumann PA, Beier KT, Mokhtari AK, Luo L, Malenka RC. Complementary Genetic Targeting and Monosynaptic Input Mapping Reveal Recruitment and Refinement of Distributed Corticostriatal Ensembles by Cocaine. Neuron. 104: 916-930.e5. PMID 31759807 DOI: 10.1016/j.neuron.2019.10.032   
2019 Lecoq J, Orlova N, Grewe BF. Wide. Fast. Deep. Recent Advances in Multi-Photon Microscopy of Neuronal Activity. The Journal of Neuroscience : the Official Journal of the Society For Neuroscience. PMID 31578235 DOI: 10.1523/JNEUROSCI.1527-18.2019   
2019 Thornquist SC, Langer K, Zhang SX, Rogulja D, Crickmore MA. CaMKII Measures the Passage of Time to Coordinate Behavior and Motivational State. Neuron. PMID 31786014 DOI: 10.1016/j.neuron.2019.10.018   
2019 Baxter RA, Levy WB. Constructing multilayered neural networks with sparse, data-driven connectivity using biologically-inspired, complementary, homeostatic mechanisms. Neural Networks : the Official Journal of the International Neural Network Society. 122: 68-93. PMID 31675628 DOI: 10.1016/j.neunet.2019.09.025   
2019 Park S, Sohn JW, Cho J, Huh Y. A Computational Modeling Reveals That Strength of Inhibitory Input, E/I Balance, and Distance of Excitatory Input Modulate Thalamocortical Bursting Properties. Experimental Neurobiology. 28: 568-577. PMID 31698549 DOI: 10.5607/en.2019.28.5.568   
2019 Fisher YE, Lu J, D'Alessandro I, Wilson RI. Sensorimotor experience remaps visual input to a heading-direction network. Nature. PMID 31748749 DOI: 10.1038/s41586-019-1772-4