Henry Markram
EPFL SV BMI LNMC
AAB 1 10 (Bâtiment AAB)
Station 15
1015 Lausanne
Web site: Site web: https://markram-lab.epfl.ch
+41 21 693 95 36
EPFL
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Web site: Site web: https://sv.epfl.ch/education
Publications
Publications Infoscience
Infoscience
Computational Generation of Long-range Axonal Morphologies
NEUROINFORMATICS. 2025. DOI : 10.1007/s12021-024-09696-0.Principles of inter-areal interactions in cortical sensory processing
Lausanne, EPFL, 2025. DOI : 10.5075/epfl-thesis-10154.Cell density quantification of high resolution Nissl images of the juvenile rat brain
Frontiers In Neuroanatomy. 2024. DOI : 10.3389/fnana.2024.1463632.Modeling and Simulation of Neocortical Micro- and Mesocircuitry. Part I: Anatomy
eLife. 2024. DOI : 10.7554/eLife.99688.2.Modeling of blood flow dynamics in the rat somatosensory cortex
2024Sex dimorphism in rodent brain responses to ketogenic diets: A comparative study
2024An extended and improved CCFv3 annotation and Nissl atlas of the entire mouse brain
2024Modeling and simulation of neocortical micro- and mesocircuitry. Part II: Physiology and experimentation
Elife. 2024. DOI : 10.7554/eLife.99693.1.sa2.Simplification of spiking neural network models
US2024370713 . 2024.Community-based reconstruction and simulation of a full-scale model of region CA1 of rat hippocampus.
PLOS Biology. 2024. DOI : 10.1371/journal.pbio.3002861.Brain Metabolism in Health and Neurodegeneration: The Interplay Among Neurons and Astrocytes
Cells. 2024. DOI : 10.3390/cells13201714.Generating brain-wide connectome using synthetic axonal morphologies
2024Deep learning for classifying neuronal morphologies: combining topological data analysis and graph neural networks
2024BlueCelluLab: Biologically Detailed Neural Network Experimentation API
Journal of Open Source Software. 2024. DOI : 10.21105/joss.07026.Structural and molecular characterization of astrocyte and vasculature connectivity in the mouse hippocampus and cortex
Glia. 2024. DOI : 10.1002/glia.24594.Fear learning induces synaptic potentiation between engram neurons in the rat lateral amygdala
Nature Neuroscience. 2024. DOI : 10.1038/s41593-024-01676-6.A multi-modal fitting approach to construct single-neuron models with patch clamp and high-density microelectrode arrays
Neural Computation. 2024. DOI : https://doi.org/10.1162/neco_a_01672.Of mice and men: Increased dendritic complexity gives rise to unique human networks
2024Coupled Electromagnetic-Electrophysiological Modeling of Neural Circuits
Lausanne, EPFL, 2024. DOI : 10.5075/epfl-thesis-11176.A universal workflow for creation, validation and generalization of detailed neuronal models
Patterns. 2023. DOI : 10.1016/j.patter.2023.100855.Controlling morpho-electrophysiological variability of neurons with detailed models
Iscience. 2023. DOI : 10.1016/j.isci.2023.108222.Cell-type-specific densities in mouse somatosensory cortex derived from scRNA-seq and in situ RNA hybridization
Frontiers In Neuroanatomy. 2023. DOI : 10.3389/fnana.2023.1118170.Blue Brain Nexus: An open, secure, scalable system for knowledge graph management and data-driven science
Semantic Web. 2023. DOI : 10.3233/SW-222974.Mapping of morpho-electric features to molecular identity of cortical inhibitory neurons
Plos Computational Biology. 2023. DOI : 10.1371/journal.pcbi.1010058.A theory of memory consolidation and synaptic pruning in cortical circuits
Lausanne, EPFL, 2023. DOI : 10.5075/epfl-thesis-10094.Breakdown and rejuvenation of aging brain energy metabolism
2023Principles of Network Plasticity in Neocortical Microcircuits
Lausanne, EPFL, 2023. DOI : 10.5075/epfl-thesis-10137.Ultraliser: a framework for creating multiscale, high-fidelity and geometrically realistic 3D models for in silico neuroscience
Briefings In Bioinformatics. 2023. DOI : 10.1093/bib/bbac491.Molecular reconstruction and simulation of the Neuron-Glia-Vasculature system
Lausanne, EPFL, 2023. DOI : 10.5075/epfl-thesis-9336.Simulating Temporal Interference Stimulation
2023. p. S66 - S66.Thalamic control of sensory processing and spindles in a biophysical somatosensory thalamoreticular circuit model of wakefulness and sleep
Cell Reports. 2023. DOI : 10.1016/j.celrep.2023.112200.Digital reconstruction of the mammalian spinal cord: from anatomical reference volume to cell type atlas of the mouse spinal cord
Lausanne, EPFL, 2023. DOI : 10.5075/epfl-thesis-9198.Overexpression of UCP4 in astrocytic mitochondria prevents multilevel dysfunctions in a mouse model of Alzheimer's disease
Glia. 2022. DOI : 10.1002/glia.24317.A method to estimate the cellular composition of the mouse brain from heterogeneous datasets
Plos Computational Biology. 2022. DOI : 10.1371/journal.pcbi.1010739.Neuromodulatory organization in the developing rat somatosensory cortex
2022Optimum trajectory learning in musculoskeletal systems with model predictive control and deep reinforcement learning
Biological Cybernetics. 2022. DOI : 10.1007/s00422-022-00940-x.Strong and reliable synaptic communication between pyramidal neurons in adult human cerebral cortex
Cerebral Cortex. 2022. DOI : 10.1093/cercor/bhac246.A calcium-based plasticity model for predicting long-term potentiation and depression in the neocortex
Nature Communications. 2022. DOI : 10.1038/s41467-022-30214-w.Representing stimulus information in an energy metabolism pathway
Journal Of Theoretical Biology. 2022. DOI : 10.1016/j.jtbi.2022.111090.Computational synthesis of cortical dendritic morphologies
Cell Reports. 2022. DOI : 10.1016/j.celrep.2022.110586.Reconstruction of the Hippocampus
Computational Modelling of the Brain: Modelling Approaches to Cells, Circuits and Networks; Springer, 2022.Data-driven whole mouse brain modeling for multi-scale simulations
Lausanne, EPFL, 2022. DOI : 10.5075/epfl-thesis-8715.Neuromodulation of neocortical microcircuitry: a multi-scale framework to model the effects of cholinergic release
Lausanne, EPFL, 2022. DOI : 10.5075/epfl-thesis-8866.Computational modelling of a mouse layer 5 pyramidal neuron using genetic ion channels
2021. 30th Annual Computational Neuroscience Meeting, [virtual event], 2021-07-03 - 2021-07-07. p. S123 - S123.Digital Reconstruction of the Neuro-Glia-Vascular Architecture
Cerebral Cortex. 2021. DOI : 10.1093/cercor/bhab254.Extracellular stimulation and Local Field Potential recording in a L5 PC model with full axonal arbor
2021. 30th Annual Computational Neuroscience Meeting, [virtual event], 2021-07-03 - 2021-07-07. p. S123 - S124.Building somatosensory cortex neuron models using a workflow for the creation, validation and generalization of biophysically detailed cell models
2021. 30th Annual Computational Neuroscience Meeting, [virtual event], 2021-07-03 - 2021-07-07. p. S122 - S123.A Standardized Brain Molecular Atlas: A Resource for Systems Modeling and Simulation
Frontiers In Molecular Neuroscience. 2021. DOI : 10.3389/fnmol.2021.604559.Morphology, physiology and synaptic connectivity of local interneurons in the mouse somatosensory thalamus
Journal Of Physiology. 2021. DOI : 10.1113/JP281711.The Role of Hub Neurons in Modulating Cortical Dynamics
Frontiers In Neural Circuits. 2021. DOI : 10.3389/fncir.2021.718270.Supervised Learning With Perceptual Similarity for Multimodal Gene Expression Registration of a Mouse Brain Atlas
Frontiers In Neuroinformatics. 2021. DOI : 10.3389/fninf.2021.691918.A Machine-Generated View of the Role of Blood Glucose Levels in the Severity of COVID-19
Frontiers In Public Health. 2021. DOI : 10.3389/fpubh.2021.695139.Metaball skinning of synthetic astroglial morphologies into realistic mesh models for visual analytics and in silico simulations
Bioinformatics. 2021. DOI : 10.1093/bioinformatics/btab280.In silico voltage-sensitive dye imaging reveals the emergent dynamics of cortical populations
Nature Communications. 2021. DOI : 10.1038/s41467-021-23901-7.ARC: An Open Web-Platform for Request/Supply Matching for a Prioritized and Controlled COVID-19 Response
Frontiers In Public Health. 2021. DOI : 10.3389/fpubh.2021.607677.Structural architecture of the Neuronal-Glial-Vascular system
Lausanne, EPFL, 2021. DOI : 10.5075/epfl-thesis-7480.Thalamic microcircuitry: neurons, synapses, and circuit motifs in receptive field structure and sensory processing
Lausanne, EPFL, 2021. DOI : 10.5075/epfl-thesis-7614.Synthesis of branching morphologies
US2022414436 ; EP4032103 ; CN114787939 ; KR20220084391 ; WO2021078588 . 2021.Interactive visualization and analysis of morphological skeletons of brain vasculature networks with VessMorphoVis
Bioinformatics. 2020. DOI : 10.1093/bioinformatics/btaa461.Excitation states of metabolic networks predict dose-response fingerprinting and ligand pulse phase signalling
Journal Of Theoretical Biology. 2020. DOI : 10.1016/j.jtbi.2019.110123.A Kinetic Map of the Homomeric Voltage-gated Potassium Channel (Kv) Family
2020. 64th Annual Meeting of the Biophysical-Society, San Diego, CA, Feb 15-19, 2020. p. 108A - 108A. DOI : 10.1016/j.bpj.2019.11.739.Neuron Geometry Underlies Universal Network Features in Cortical Microcircuits
2020Impact of higher order network structure on emergent cortical activity
Network Neuroscience. 2020. DOI : 10.1162/netn_a_00124.Data driven building of realistic neuron model using IBEA and CMA evolution strategies
2020. GECCO '20: Genetic and Evolutionary Computation Conference, Cancún, Mexico, July 8 - 12, 2020. p. 35 - 36. DOI : 10.1145/3377929.3398161.Estimating the Readily-Releasable Vesicle Pool Size at Synaptic Connections in the Neocortex
Frontiers In Synaptic Neuroscience. 2019. DOI : 10.3389/fnsyn.2019.00029.A null model of the mouse whole-neocortex micro-connectome
Nature Communications. 2019. DOI : 10.1038/s41467-019-11630-x.Caries Detection with Near-Infrared Transillumination Using Deep Learning
Journal of Dental Research. 2019. DOI : 10.1177/0022034519871884.Cortical reliability amid noise and chaos
Nature Communications. 2019. DOI : 10.1038/s41467-019-11633-8.A Kinetic Map of the Homomeric Voltage-Gated Potassium Channel (Kv) Family
Frontiers in Cellular Neuroscience. 2019. DOI : 10.3389/fncel.2019.00358.A Derived Positional Mapping of Inhibitory Subtypes in the Somatosensory Cortex
Frontiers In Neuroanatomy. 2019. DOI : 10.3389/fnana.2019.00078.Experimentally-constrained biophysical models of tonic and burst firing modes in thalamocortical neurons
PLoS Computational Biology. 2019. DOI : 10.1371/journal.pcbi.1006753.A Brief History of Simulation Neuroscience
Frontiers In Neuroinformatics. 2019. DOI : 10.3389/fninf.2019.00032.Cellular, Synaptic and Network Effects of Acetylcholine in the Neocortex
Frontiers In Neural Circuits. 2019. DOI : 10.3389/fncir.2019.00024.Objective Morphological Classification of Neocortical Pyramidal Cells
Cerebral Cortex. 2019. DOI : 10.1093/cercor/bhy339.Individual differences in sensory sensitivity: Further lessons from an Autism model
Cognitive Neuroscience. 2019. DOI : 10.1080/17588928.2019.1592143.Corrigendum: A Cell Atlas for the Mouse Brain
Frontiers In Neuroinformatics. 2019. DOI : 10.3389/fninf.2019.00007.In Silico Voltage-Sensitive Dye Imaging: A Model-Based Approach for Bridging Scales of Cortical Activity
Lausanne, EPFL, 2019. DOI : 10.5075/epfl-thesis-9848.Reverse engineering the motor control system
Lausanne, EPFL, 2019. DOI : 10.5075/epfl-thesis-9599.Untangling emergent cortical dynamics: neurons from networks, noise from chaos
Lausanne, EPFL, 2019. DOI : 10.5075/epfl-thesis-9616.A Cell Atlas for the Mouse Brain
Frontiers In Neuroinformatics. 2018. DOI : 10.3389/fninf.2018.00084.Cell Densities in the Mouse Brain: A Systematic Review
Frontiers In Neuroanatomy. 2018. DOI : 10.3389/fnana.2018.00083.Data-Driven Modeling of Cholinergic Modulation of Neural Microcircuits: Bridging Neurons, Synapses and Network Activity
Frontiers In Neural Circuits. 2018. DOI : 10.3389/fncir.2018.00077.A Process for Digitizing and Simulating Biologically Realistic Oligocellular Networks Demonstrated for the Neuro-Glio-Vascular Ensemble
Frontiers In Neuroscience. 2018. DOI : 10.3389/fnins.2018.00664.The physiological variability of channel density in hippocampal CA1 pyramidal cells and interneurons explored using a unified data-driven modeling workflow
Plos Computational Biology. 2018. DOI : 10.1371/journal.pcbi.1006423.Norepinephrine stimulates glycogenolysis in astrocytes to fuel neurons with lactate
PLOS Computational Biology. 2018. DOI : 10.1371/journal.pcbi.1006392.Reconstruction and simulation of neocortical microcircuitry
US11817220 ; US2018101660 . 2018.Microcircuitry of the neocortex
Handbook of Brain Microcircuits; Oxford University Press, 2018. p. 35 - 46.Towards a unified understanding of synaptic plasticity : parsimonious modeling and simulation of the glutamatergic synapse life-cycle
Lausanne, EPFL, 2018. DOI : 10.5075/epfl-thesis-8186.Generating and identifying functional subnetworks within structural networks
US2023297808 ; US11615285 ; US2018197069 . 2018.Data-driven reconstruction of a point neuron mouse brain
Lausanne, EPFL, 2018. DOI : 10.5075/epfl-thesis-8962.Simplification of neural network models
US11983620 ; US2022230052 ; US11301750 ; US2018285716 . 2018.Neuronal morphologies: the shapes of thoughts
Lausanne, EPFL, 2018. DOI : 10.5075/epfl-thesis-8255.A Physically Plausible Model for Rendering Highly Scattering Fluorescent Participating Media
2017Bio-physically plausible visualization of highly scattering fluorescent neocortical models for in silico experimentation
Bmc Bioinformatics. 2017. DOI : 10.1186/s12859-016-1444-4.Cliques of Neurons Bound into Cavities Provide a Missing Link between Structure and Function
Frontiers In Computational Neuroscience. 2017. DOI : 10.3389/fncom.2017.00048.Modeling the metabolic response of astrocytes to neuronal activity
2017. 13th European Meeting on Glial Cells in Health and Disease, Edinburgh, SCOTLAND, JUL 08-11, 2017. p. E280 - E280.Rich cell-type-specific network topology in neocortical microcircuitry
Nature Neuroscience. 2017. DOI : 10.1038/nn.4576.Using the Green's function to simplify and understand dendrites
Lausanne, EPFL, 2017. DOI : 10.5075/epfl-thesis-7869.Reconstruction and visualization of large-scale volumetric models of neocortical circuits for physically-plausible in silico optical studies
Bmc Bioinformatics. 2017. DOI : 10.1186/s12859-017-1788-4.In Silico Brain Imaging Physically-plausible Methods for Visualizing Neocortical Microcircuitry
Lausanne, EPFL, 2017. DOI : 10.5075/epfl-thesis-8161.Morphological Diversity Strongly Constrains Synaptic Connectivity and Plasticity
Cerebral Cortex. 2017. DOI : 10.1093/cercor/bhx150.From Neuron Biophysics to Orientation Selectivity in Electrically Coupled Networks of Neocortical L2/3 Large Basket Cells
Cerebral Cortex. 2016. DOI : 10.1093/cercor/bhw166.Tight Coupling of Astrocyte pH Dynamics to Epileptiform Activity Revealed by Genetically Encoded pH Sensors
Journal Of Neuroscience. 2016. DOI : 10.1523/Jneurosci.0664-16.2016.Automated point-neuron simplification of data-driven microcircuit models
2016Agile in-litero experiments : how can semi-automated information extraction from neuroscientific literature help neuroscience model building?
Lausanne, EPFL, 2016. DOI : 10.5075/epfl-thesis-6809.An Exclusion Zone for Ca2+ Channels around Docked Vesicles Explains Release Control by Multiple Channels at a CNS Synapse
PLoS computational biology. 2015. DOI : 10.1371/journal.pcbi.1004253.Large Volume Imaging of Rodent Brain Anatomy with Emphasis on Selective Plane Illumination Microscopy
Lausanne, EPFL, 2015. DOI : 10.5075/epfl-thesis-6533.An algorithm to predict the connectome of neural microcircuits
Frontiers In Computational Neuroscience. 2015. DOI : 10.3389/fncom.2015.00120.Anatomy and physiology of the thick-tufted layer 5 pyramidal neuron
Frontiers In Cellular Neuroscience. 2015. DOI : 10.3389/fncel.2015.00233.Physically-based in silico light sheet microscopy for visualizing fluorescent brain models
BMC bioinformatics. 2015. DOI : 10.1186/1471-2105-16-S11-S8.Cell-type- and activity-dependent extracellular correlates of intracellular spiking
Journal of Neurophysiology. 2015. DOI : 10.1152/jn.00628.2014.Structural to functional synaptic conversion
US9165244 ; US2014108315 . 2015.Network-timing-dependent plasticity
Frontiers in cellular neuroscience. 2015. DOI : 10.3389/fncel.2015.00220.Predictable enriched environment prevents development of hyper-emotionality in the VPA rat model of autism
Frontiers in Neuroscience. 2015. DOI : 10.3389/fnins.2015.00127.A versatile clearing agent for multi-modal brain imaging
Scientific Reports. 2015. DOI : 10.1038/srep09808.Reconstruction and Simulation of Neocortical Microcircuitry
Cell. 2015. DOI : 10.1016/j.cell.2015.09.029.Anti-Obesity and Anti-Hyperglycemic Effects of Cinnamaldehyde via altered Ghrelin Secretion and Functional impact on Food Intake and Gastric Emptying
Scientific Reports. 2015. DOI : 10.1038/srep07919.The future of human cerebral cartography: a novel approach
Philosophical Transactions of the Royal Society of London. Series B, Biological Sciences. 2015. DOI : 10.1098/rstb.2014.0171.The neocortical microcircuit collaboration portal: a resource for rat somatosensory cortex
Frontiers In Neural Circuits. 2015. DOI : 10.3389/fncir.2015.00044.Visualizing the similarity and pedigree of NEURON ion channel models available on ModelDB
COSYNE 2014, Salt Lake City & Snowbird, Utah, USA, February 27 - March 4, 2014.Synaptic and cellular organization of layer 1 of the developing rat somatosensory cortex
Frontiers In Neuroanatomy. 2014. DOI : 10.3389/fnana.2013.00052.The In-Silico Neocortical Microcircuit : From Structure to Dynamics
Lausanne, EPFL, 2014. DOI : 10.5075/epfl-thesis-6168.Distributor of neurons in a neocortical column
US2014107992 . 2014.OCTOPUS: Efficient Query Execution on Dynamic Mesh Datasets
2014. 30st International Conference on Data Engineering (ICDE '14), Chicago, USA, April, 2014.Scalable Exploration of Spatial Data in Large-Scale Scientific Simulations
Lausanne, EPFL, 2014. DOI : 10.5075/epfl-thesis-6125.The death of Cajal and the end of scientific romanticism and individualism
Trends In Neurosciences. 2014. DOI : 10.1016/j.tins.2014.08.002.Dampened neural activity and abolition of epileptic-like activity in cortical slices by active ingredients of spices
Scientific Reports. 2014. DOI : 10.1038/srep06825.Single-cell RT-PCR, a technique to decipher the electrical, anatomical, and genetic determinants of neuronal diversity
Patch-Clamp Methods and Protocols; Springer, 2014. p. 143 - 158.Hyper-emotional neurophysiology in a rat model of autism
Lausanne, EPFL, 2013. DOI : 10.5075/epfl-thesis-5996.New insights into the classification and nomenclature of cortical GABAergic interneurons
Nature Reviews Neuroscience. 2013. DOI : 10.1038/nrn3444.General developmental health in the VPA-rat model of autism
Frontiers In Behavioral Neuroscience. 2013. DOI : 10.3389/fnbeh.2013.00088.Nlgn4 knockout induces network hypo-excitability in juvenile mouse somatosensory cortex in vitro
Scientific Reports. 2013. DOI : 10.1038/srep02897.One minute with ... Henry Markram
New Scientist. 2013.Network Activity and Plasticity
Lausanne, EPFL, 2013. DOI : 10.5075/epfl-thesis-5901.Synaptic and Cellular Organization of Layer 1 of the Developing Rat Somatosensory Cortex
Lausanne, EPFL, 2013. DOI : 10.5075/epfl-thesis-5902.A Biophysically Detailed Model of Neocortical Local Field Potentials Predicts the Critical Role of Active Membrane Currents
Neuron. 2013. DOI : 10.1016/j.neuron.2013.05.023.Neuroscience thinks big (and collaboratively)
Nature Reviews Neuroscience. 2013. DOI : 10.1038/nrn3578.Seven challenges for neuroscience
Functional neurology. 2013. DOI : 10.11138/FNeur/2013.28.3.145.Computing the size and number of neuronal clusters in local circuits
Frontiers In Neuroanatomy. 2013. DOI : 10.3389/fnana.2013.00001.Preserving axosomatic spiking features despite diverse dendritic morphology
Journal Of Neurophysiology. 2013. DOI : 10.1152/jn.00048.2013.A computer-assisted multi-electrode patch-clamp system
Journal of visualized experiments : JoVE. 2013. DOI : 10.3791/50630.Correction: Effective Stimuli for Constructing Reliable Neuron Models
PLoS Computational Biology. 2013. DOI : 10.1371/annotation/c002fbe1-712c-4608-9747-f1185f0b7cf4.A Hierarchical Structure of Cortical Interneuron Electrical Diversity Revealed by Automated Statistical Analysis
Cerebral Cortex. 2013. DOI : 10.1093/cercor/bhs290.Matched Pre- and Post-Synaptic Changes Underlie Synaptic Plasticity over Long Time Scales
Journal Of Neuroscience. 2013. DOI : 10.1523/Jneurosci.3740-12.2013.Combinatorial expression rules of ion channel genes in juvenile rat (Rattus norvegicus) neocortical neurons
PloS One. 2012. DOI : 10.1371/journal.pone.0034786.Statistical connectivity provides a sufficient foundation for specific functional connectivity in neocortical neural microcircuits
Proceedings Of The National Academy Of Sciences Of The United States Of America (PNAS). 2012. DOI : 10.1073/pnas.1202128109.Intrinsic morphological diversity of thick-tufted layer 5 pyramidal neurons ensures robust and invariant properties of in silico synaptic connections
The Journal of physiology. 2012. DOI : 10.1113/jphysiol.2011.219576.The human brain project
Scientific American. 2012.SCOUT: Prefetching for Latent Structure Following Queries
2012. 38th International Conference on Very Large Databases (VLDB '12), Istanbul, Turkey, August, 2012. p. 1531 - 1542. DOI : 10.14778/2350229.2350267.A neuron membrane mesh representation for visualization of electrophysiological simulations
IEEE transactions on visualization and computer graphics. 2012. DOI : 10.1109/TVCG.2011.55.Short-term ionic plasticity at GABAergic synapses
Frontiers in synaptic neuroscience. 2012. DOI : 10.3389/fnsyn.2012.00005.The neocortical column
Frontiers In Neuroanatomy. 2012. DOI : 10.3389/fnana.2012.00022.Spike-timing-dependent plasticity: a comprehensive overview
Frontiers in synaptic neuroscience. 2012. DOI : 10.3389/fnsyn.2012.00002.Effective Stimuli for Constructing Reliable Neuron Models
Plos Computational Biology. 2011. DOI : 10.1371/journal.pcbi.1002133.Innate neural assemblies for lego memory
Frontiers in neural circuits. 2011. DOI : 10.3389/fncir.2011.00006.Ephaptic coupling of cortical neurons
Nature neuroscience. 2011. DOI : 10.1038/nn.2727.Newsmaker interview: Heny Markram Blue Brain founder responds to critics, clarifies his goals
Science. 2011. DOI : 10.1126/science.334.6057.748.Models of neocortical layer 5b pyramidal cells capturing a wide range of dendritic and perisomatic active properties
PLoS computational biology. 2011. DOI : 10.1371/journal.pcbi.1002107.Introducing the Human Brain Project
2011. 2nd European Future Technologies Conference and Exhibition (FET), Budapest, HUNGARY, May 04-06, 2011. p. 39 - 42. DOI : 10.1016/j.procs.2011.12.015.Frontiers research : seek, share & create
Common knowledge : the challenge of transdisciplinarity; Lausanne, Switzerland: EPFL Press, 2011. p. 145 - 162.Morphological development of thick-tufted layer v pyramidal cells in the rat somatosensory cortex
Frontiers in neuroanatomy. 2011. DOI : 10.3389/fnana.2011.00005.Engineering Neuron Models : from Ion Channels to Electrical Behavior
Lausanne, EPFL, 2011. DOI : 10.5075/epfl-thesis-5129.A synaptic organizing principle for cortical neuronal groups
Proceedings Of The National Academy Of Sciences Of The United States Of America (PNAS). 2011. DOI : 10.1073/pnas.1016051108.A Pipeline Based Approach for Experimental Neuroscience Data Management
Lausanne, EPFL, 2011. DOI : 10.5075/epfl-thesis-4863.Augmenting cognition
Lausanne: EPFL Press.Organizing neural networks
US11900237 ; US2023394280 ; US2022121907 ; US11126911 ; US2019354841 ; US10387767 ; US10373048 ; KR101816329 ; DK2531959 ; EP2531959 ; CN102859538 ; JP5844286 ; US2015363689 ; JP2013519140 ; CN102859538 ; US2012323833 ; EP2531959 ; KR20120123698 ; WO2011095342 . 2011.Encoding and decoding of information
ES2823253 ; EP3771103 ; EP2460276 ; CN104901702 ; KR101734596 ; JP5848414 ; CN104901702 ; CN102648582 ; US8941512 ; JP2014209794 ; JP5587412 ; JP2013500660 ; US2012313798 ; US8253607 ; CN102648582 ; EP2460276 ; US2012119926 ; KR20120046760 ; US8159373 ; WO2011012614 ; WO2011012158 ; WO2011012614 ; US2011025532 . 2011.Channelpedia: an integrative and interactive database for ion channels
Frontiers in neuroinformatics. 2011. DOI : 10.3389/fninf.2011.00036.Predictive Engineering the Membrane Composition of Neocortical Neurons
Lausanne, EPFL, 2011. DOI : 10.5075/epfl-thesis-5067.A history of spike-timing-dependent plasticity
Frontiers in Synaptic Neuroscience. 2011. DOI : 10.3389/fnsyn.2011.00004.Emergent Properties of in silico Synaptic Transmission in a Model of the Rat Neocortical Column
Lausanne, EPFL, 2011. DOI : 10.5075/epfl-thesis-5208.Emergent Connectivity Principles in the Neocortex
Lausanne, EPFL, 2010. DOI : 10.5075/epfl-thesis-4631.The intense world theory - a unifying theory of the neurobiology of autism
Frontiers in human neuroscience. 2010. DOI : 10.3389/fnhum.2010.00224.Diminished activity-dependent brain-derived neurotrophic factor expression underlies cortical neuron microcircuit hypoconnectivity resulting from exposure to mutant huntingtin fragments
The Journal of pharmacology and experimental therapeutics. 2010. DOI : 10.1124/jpet.110.167551.Brief Bursts Self-Inhibit and Correlate the Pyramidal Network
Plos Biology. 2010. DOI : 10.1371/journal.pbio.1000473.Emergent Dynamics in Neocortical Microcircuits
Lausanne, EPFL, 2010. DOI : 10.5075/epfl-thesis-4705.Impact of Carbon-Nanotube Substrate Coating in Neuronal Networks
Lausanne, EPFL, 2010. DOI : 10.5075/epfl-thesis-4713.Structure and function of the olfactory bulb microcircuit
Lausanne, EPFL, 2009. DOI : 10.5075/epfl-thesis-4275.Frequency-dependent disynaptic inhibition in the pyramidal network: a ubiquitous pathway in the developing rat neocortex
Journal Of Physiology-London. 2009. DOI : 10.1113/jphysiol.2009.176552.Multiquantal release underlies the distribution of synaptic efficacies in the neocortex
Frontiers in computational neuroscience. 2009. DOI : 10.3389/neuro.10.027.2009.Enhanced long-term microcircuit plasticity in the valproic Acid animal model of autism
Frontiers in synaptic neuroscience. 2009. DOI : 10.3389/neuro.19.001.2009.A Component-Based Extension Framework for Large-Scale Parallel Simulations in NEURON
Frontiers in neuroinformatics. 2009. DOI : 10.3389/neuro.11.010.2009.Properties of neocortical microcircuits
Lausanne, EPFL, 2009. DOI : 10.5075/epfl-thesis-4454.Carbon nanotubes might improve neuronal performance by favouring electrical shortcuts
Nature Nanotechnology. 2009. DOI : 10.1038/NNANO.2008.374.Slow oscillations in neural networks with facilitating synapses
Journal of computational neuroscience. 2008. DOI : 10.1007/s10827-008-0080-z.Abnormal fear conditioning and amygdala processing in an animal model of autism
Neuropsychopharmacology : official publication of the American College of Neuropsychopharmacology. 2008. DOI : 10.1038/sj.npp.1301453.Fully implicit parallel simulation of single neurons
Journal of computational neuroscience. 2008. DOI : 10.1007/s10827-008-0087-5.Evaluating automated parameter constraining procedures of neuron models by experimental and surrogate data
Biological cybernetics. 2008. DOI : 10.1007/s00422-008-0269-2.Fixing the location and dimensions of functional neocortical columns
HFSP journal. 2008. DOI : 10.2976/1.2919545.Hyper-connectivity and hyper-plasticity in the medial prefrontal cortex in the valproic Acid animal model of autism
Frontiers in neural circuits. 2008. DOI : 10.3389/neuro.04.004.2008.Minimal Hodgkin-Huxley type models for different classes of cortical and thalamic neurons
Biological cybernetics. 2008. DOI : 10.1007/s00422-008-0263-8.Petilla terminology: nomenclature of features of GABAergic interneurons of the cerebral cortex
Nature Reviews Neuroscience. 2008. DOI : 10.1038/nrn2402.Identifying, tabulating, and analyzing contacts between branched neuron morphologies
IBM Journal of Research and Development. 2008. DOI : 10.1147/rd.521.0043.Inferring connection proximity in networks of electrically coupled cells by subthreshold frequency response analysis
J Comput Neurosci. 2008. DOI : 10.1007/s10827-007-0058-2.The intense world syndrome – an alternative hypothesis for autism
Front. Neurosci.. 2007. DOI : 10.3389/neuro.01.1.1.006.2007.Methods For Treating And/Or Preventing Pervasive Developmental Disorders In A Subject
WO2007029063 ; WO2007029063 . 2007.Morphological, electrophysiological, and synaptic properties of corticocallosal pyramidal cells in the neonatal rat neocortex
Cereb Cortex. 2007. DOI : 10.1093/cercor/bhl127.Single-cell RT-PCR, a technique to decipher the electrical, anatomical, and genetic determinants of neuronal diversity
Patch-Clamp Methods and Protocols; Springer, 2007. p. 123 - 139.Industrializing neuroscience
Nature. 2007. DOI : 10.1038/445160a.Structure and dynamics of the neocortical microcircuit connectivity
Lausanne, EPFL, 2007. DOI : 10.5075/epfl-thesis-3802.Disynaptic inhibition between neocortical pyramidal cells mediated by Martinotti cells
Neuron. 2007. DOI : 10.1016/j.neuron.2007.02.012.A novel multiple objective optimization framework for constraining conductance-based neuron models by experimental data
Front. Neurosci.. 2007. DOI : 10.3389/neuro.01.1.1.001.2007.Hyperconnectivity of Local Neocortical Microcircuitry Induced by Prenatal Exposure to Valproic Acid
Cereb Cortex. 2007. DOI : 10.1093/cercor/bhm117.Interfacing neurons with carbon nanotubes: electrical signal transfer and synaptic stimulation in cultured brain circuits
Journal of Neuroscience. 2007. DOI : 10.1523/JNEUROSCI.1051-07.2007.Elevated NMDA receptor levels and enhanced postsynaptic long-term potentiation induced by prenatal exposure to valproic acid
Proceedings Of The National Academy Of Sciences Of The United States Of America (PNAS). 2007. DOI : 10.1073/pnas.0704391104.Un nouveau mécanisme de mémoire : connexions et déconnexions de neurones dans le néocortex de jeunes rats [A new mechanism for memory: neuronal networks rewiring in the young rat neocortex]
médecine/sciences. 2006. DOI : 10.1051/medsci/200622121031.Spontaneous and evoked synaptic rewiring in the neonatal neocortex
Proceedings Of The National Academy Of Sciences Of The United States Of America (PNAS). 2006. DOI : 10.1073/pnas.0604691103.Dynamical principles for neuroscience and intelligent biomimetic devices
2006. EPFL LATSIS Symposium 2006.Altered neocortical microcircuitry in the valproic acid rat model of autism
Lausanne, EPFL, 2006. DOI : 10.5075/epfl-thesis-3701.Parallel network simulations with NEURON
J Comput Neurosci. 2006. DOI : 10.1007/s10827-006-7949-5.Heterogeneity in the pyramidal network of the medial prefrontal cortex
Nat Neurosci. 2006. DOI : 10.1038/nn1670.The blue brain project
Nat Rev Neurosci. 2006. DOI : 10.1038/nrn1848.Short-term-plasticity orchestrates the response of pyramidal cells and interneurons to population bursts
Journal of Computational Neuroscience. 2005. DOI : 10.1007/s10827-005-0434-8.The Neocortical Microcircuit Database (NMDB)
Databasing the Brain: From Data to Knowledge (Neuroinformatics); Wiley Press, 2005. p. 327 - 342.Subthreshold cross-correlations between cortical neurons: A reference model with static synapses
NEUROCOMPUTING. 2005. DOI : 10.1016/j.neucom.2004.10.098.The neocortical microcircuit as a tabula rasa
Proceedings Of The National Academy Of Sciences Of The United States Of America (PNAS). 2005. DOI : 10.1073/pnas.0407088102.Microcircuits in action--from CPGs to neocortex
Trends Neurosci. 2005. DOI : 10.1016/j.tins.2005.08.003.Synaptic pathways in neural microcircuits
Trends Neurosci. 2005. DOI : 10.1016/j.tins.2005.08.004.Neuropeptide and calcium-binding protein gene expression profiles predict neuronal anatomical type in the juvenile rat
J Physiol. 2005. DOI : 10.1113/jphysiol.2005.089250.NEOBASE: databasing the neocortical microcircuit
2005. Healthgrid 2005, Oxford, UK, 7-9 April 2005. p. 167 - 77.Correlation maps allow neuronal electrical properties to be predicted from single-cell gene expression profiles in rat neocortex
Cereb Cortex. 2004. DOI : 10.1093/cercor/bhh092.Anatomical, physiological and molecular properties of Martinotti cells in the somatosensory cortex of the juvenile rat
J Physiol. 2004. DOI : 10.1113/jphysiol.2004.073353.Synaptic dynamics control the timing of neuronal excitation in the activated neocortical microcircuit
J Physiol. 2004. DOI : 10.1113/jphysiol.2004.060962.Interneuron Diversity series: Molecular and genetic tools to study GABAergic interneuron diversity and function
Trends Neurosci. 2004. DOI : 10.1016/j.tins.2003.12.008.Interneuron Heterogeneity in the Neocortex
Excitatory-Inhibitory Balance: Synapses, Circuits, Systems; Kluwer Academic Publishing, 2004. p. 149 - 172.Computational Models for Generic Cortical Microcircuits
Computational Neuroscience: A Comprehensive Approach; Chapman & Hall/CRC, 2004. p. 575 - 605.Coding and Learning of behavioral sequences
Trends in Neurosciences. 2004. DOI : 10.1016/j.tins.2003.10.014.Dynamics of population rate codes in ensembles of neocortical neurons
Journal of Neurophysiology. 2004. DOI : 10.1152/jn.00415.2003.Fading memory and kernel properties of generic cortical microcircuit models
J Physiol Paris. 2004. DOI : 10.1016/j.jphysparis.2005.09.020.Interneurons of the neocortical inhibitory system
Nat Rev Neurosci. 2004. DOI : 10.1038/nrn1519.Perspectives of the high-dimensional dynamics of neural microcircuits from the point of view of low-dimensional readouts
Complexity. 2003. DOI : 10.1002/cplx.10089.Temporal integration in recurrent microcircuits
The Handbook of Brain Theory and Neural Networks; MIT Press, 2003. p. 1159 - 1163.Preface to the Special Issue
Cerebral Cortex. 2003. DOI : 10.1093/cercor/13.1.1.Computer models and analysis tools for neural microcircuits
Neuroscience Databases: A Practical Guide; Kluwer Academic Publishers, 2003. p. 123 - 138.Deriving physical connectivity from neuronal morphology
Biol Cybern. 2003. DOI : 10.1007/s00422-002-0377-3.A Model for Real-Time Computation in Generic Neural Microcircuits
2003. NIPS 2002, Vancouver, British Columbia, December 12-14, 2002.Input prediction and autonomous movement analysis in recurrent circuits of spiking neurons
Reviews in the Neurosciences. 2003. DOI : 10.1515/REVNEURO.2003.14.1-2.5.Synapses as dynamic memory buffers
Neural Networks. 2002. DOI : 10.1016/S0893-6080(01)00144-7.Spike frequency adaptation and neocortical rhythms
Journal of Neurophysiology. 2002. DOI : 10.1152/jn.2002.88.2.761.Coding of temporal information by activity-dependent synapses
Journal of Neurophysiology. 2002. DOI : 10.1152/jn.00258.2001.Real-time computing without stable states: a new framework for neural computation based on perturbations
Neural Comput. 2002. DOI : 10.1162/089976602760407955.Stereotypy in neocortical microcircuits
Trends in Neurosciences. 2002. DOI : 10.1016/S0166-2236(02)02151-3.The "Liquid Computer": A Novel Strategy for Real-Time Computing on Time Series
TELEMATIK. 2002.Anatomical, physiological, molecular and circuit properties of nest basket cells in the developing somatosensory cortex
Cereb Cortex. 2002. DOI : 10.1093/cercor/12.4.395.A New Approach towards Vision Suggested by Biologically Realistic Neural Microcircuit Models
2002. Second International Workshop, BMCV 2002, Tübingen, Germany, November 22-24, 2002. p. 282 - 293. DOI : 10.1007/3-540-36181-2_28.An algorithm for modifying neurotransmitter release probability based on pre- and postsynaptic spike timing
Neural computation. 2001.Organizing principles for a diversity of GABAergic interneurons and synapses in the neocortex
Science. 2000. DOI : 10.1126/science.287.5451.273.Synchrony generation in recurrent networks with frequency-dependent synapses
Journal of Neuroscience. 2000. DOI : 10.1523/JNEUROSCI.20-01-j0003.2000.Anatomical and functional differentiation of glutamatergic synaptic innervation in the neocortex
Journal of physiology, Paris. 1999. DOI : 10.1016/S0928-4257(00)80059-5.Differential signaling via the same axon of neocortical pyramidal neurons
Proceedings Of The National Academy Of Sciences Of The United States Of America (PNAS). 1998. DOI : 10.1073/pnas.95.9.5323.Potential for multiple mechanisms, phenomena and algorithms for synaptic plasticity at single synapses
Neuropharmacology. 1998.Neural networks with dynamic synapses
Neural computation. 1998.Competitive calcium binding: implications for dendritic calcium signaling
Journal of computational neuroscience. 1998. DOI : 10.1023/A:1008891229546.Information processing with frequency-dependent synaptic connections
Neurobiology of learning and memory. 1998. DOI : 10.1006/nlme.1998.3841.Neural codes: firing rates and beyond
Proceedings Of The National Academy Of Sciences Of The United States Of America (PNAS). 1997. DOI : 10.1073/pnas.94.24.12740.Physiology and anatomy of synaptic connections between thick tufted pyramidal neurones in the developing rat neocortex
The Journal of physiology. 1997. DOI : 10.1113/jphysiol.1997.sp022031.Regulation of synaptic efficacy by coincidence of postsynaptic APs and EPSPs
Science. 1997. DOI : 10.1126/science.275.5297.213.A network of tufted layer 5 pyramidal neurons
Cerebral Cortex. 1997. DOI : 10.1093/cercor/7.6.523.The neural code between neocortical pyramidal neurons depends on neurotransmitter release probability
Proceedings Of The National Academy Of Sciences Of The United States Of America (PNAS). 1997. DOI : 10.1073/pnas.94.2.719.Redistribution of synaptic efficacy between neocortical pyramidal neurons
Nature. 1996. DOI : 10.1038/382807a0.Redistribution of synaptic efficacy: a mechanism to generate infinite synaptic input diversity from a homogeneous population of neurons without changing absolute synaptic efficacies
Journal of physiology, Paris. 1996. DOI : 10.1016/S0928-4257(97)81429-5.Frequency and dendritic distribution of autapses established by layer 5 pyramidal neurons in the developing rat neocortex: comparison with synaptic innervation of adjacent neurons of the same class
Journal of Neuroscience. 1996. DOI : 10.1523/JNEUROSCI.16-10-03209.1996.Dendritic calcium transients evoked by single back-propagating action potentials in rat neocortical pyramidal neurons
The Journal of physiology. 1995. DOI : 10.1113/jphysiol.1995.sp020708.Calcium transients in dendrites of neocortical neurons evoked by single subthreshold excitatory postsynaptic potentials via low-voltage-activated calcium channels
Proceedings Of The National Academy Of Sciences Of The United States Of America (PNAS). 1994. DOI : 10.1073/pnas.91.11.5207.Spontaneous recovery of deficits in spatial memory and cholinergic potentiation of NMDA in CA1 neurons during chronic lithium treatment
Hippocampus. 1992. DOI : 10.1002/hipo.450020307.Activation of protein kinase C suppresses responses to NMDA in rat CA1 hippocampal neurones
The Journal of physiology. 1992. DOI : 10.1113/jphysiol.1992.sp019389.The inositol 1,4,5-trisphosphate pathway mediates cholinergic potentiation of rat hippocampal neuronal responses to NMDA
The Journal of physiology. 1992. DOI : 10.1113/jphysiol.1992.sp019015.Calcimycin potentiates responses of rat hippocampal neurons to N-methyl-D-aspartate
Brain research. 1991. DOI : 10.1016/0006-8993(91)90529-5.Actions of norepinephrine in the rat hippocampus
Progress in brain research. 1991. DOI : 10.1016/S0079-6123(08)63819-4.Long-lasting facilitation of excitatory postsynaptic potentials in the rat hippocampus by acetylcholine
The Journal of physiology. 1990. DOI : 10.1113/jphysiol.1990.sp018177.Electrophysiological characteristics of cholinergic and non-cholinergic neurons in the rat medial septum-diagonal band complex
Brain research. 1990. DOI : 10.1016/0006-8993(90)91106-Q.Acetylcholine potentiates responses to N-methyl-D-aspartate in the rat hippocampus
Neuroscience letters. 1990.Regional changes in NGF receptor immunohistochemical labeling in the septum of the aged rat
Neurobiology of aging. 1990. DOI : 10.1016/0197-4580(90)90017-T.Presynaptic cholinergic action in the hippocampus
EXS. 1989.Enseignement & Phd
Enseignement
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