المؤلفون: Michael W. Reimann (11938692), Henri Riihimäki (11938695), Jason P. Smith (9351170), Jānis Lazovskis (11938698), Christoph Pokorny (11938701), Ran Levi (11938704)

مصطلحات موضوعية: Neuroscience, Science Policy, Environmental Sciences not elsewhere classified, Biological Sciences not elsewhere classified, Information Systems not elsewhere classified, related brain regions, constraint remains unclear, vivo spike train, method performs better, local synaptic connectivity, determining stimulus identity, detailed microcircuit model, dimensional spiking activity, lower dimensional manifold, dimensional space, spike trains, dimension manifold, alternative method, %22">xlink ">, successfully decoded, sampled groups, recurrent connectivity, realistic sources, perform worse, movement intention, mechanism enforcing, encoding depends, different stimuli, classical approach

Relation: https://figshare.com/articles/journal_contribution/Supplementary_explanations_and_figures_/18292464

الاتاحة: https://doi.org/10.1371/journal.pone.0261702.s001

المؤلفون: Michael W. Reimann (11938692), Henri Riihimäki (11938695), Jason P. Smith (9351170), Jānis Lazovskis (11938698), Christoph Pokorny (11938701), Ran Levi (11938704)

مصطلحات موضوعية: Neuroscience, Science Policy, Environmental Sciences not elsewhere classified, Biological Sciences not elsewhere classified, Information Systems not elsewhere classified, related brain regions, constraint remains unclear, vivo spike train, method performs better, local synaptic connectivity, determining stimulus identity, detailed microcircuit model, dimensional spiking activity, lower dimensional manifold, dimensional space, spike trains, dimension manifold, alternative method, %22">xlink ">, successfully decoded, sampled groups, recurrent connectivity, realistic sources, perform worse, movement intention, mechanism enforcing, encoding depends, different stimuli, classical approach

Relation: https://figshare.com/articles/journal_contribution/Comparisons_of_the_edge_boundary_relative_boundary_afferent_extension_and_efferent_extension_for_particular_subsets_/18292470

الاتاحة: https://doi.org/10.1371/journal.pone.0261702.s003

المؤلفون: Michael W. Reimann (11938692), Henri Riihimäki (11938695), Jason P. Smith (9351170), Jānis Lazovskis (11938698), Christoph Pokorny (11938701), Ran Levi (11938704)

مصطلحات موضوعية: Neuroscience, Science Policy, Environmental Sciences not elsewhere classified, Biological Sciences not elsewhere classified, Information Systems not elsewhere classified, related brain regions, constraint remains unclear, vivo spike train, method performs better, local synaptic connectivity, determining stimulus identity, detailed microcircuit model, dimensional spiking activity, lower dimensional manifold, dimensional space, spike trains, dimension manifold, alternative method, %22">xlink ">, successfully decoded, sampled groups, recurrent connectivity, realistic sources, perform worse, movement intention, mechanism enforcing, encoding depends, different stimuli, classical approach

Relation: https://figshare.com/articles/journal_contribution/S1_Fig_-/18292467

الاتاحة: https://doi.org/10.1371/journal.pone.0261702.s002

المؤلفون: Michael W. Reimann (11938692), Henri Riihimäki (11938695), Jason P. Smith (9351170), Jānis Lazovskis (11938698), Christoph Pokorny (11938701), Ran Levi (11938704)

مصطلحات موضوعية: Neuroscience, Science Policy, Environmental Sciences not elsewhere classified, Biological Sciences not elsewhere classified, Information Systems not elsewhere classified, related brain regions, constraint remains unclear, vivo spike train, method performs better, local synaptic connectivity, determining stimulus identity, detailed microcircuit model, dimensional spiking activity, lower dimensional manifold, dimensional space, spike trains, dimension manifold, alternative method, %22">xlink ">, successfully decoded, sampled groups, recurrent connectivity, realistic sources, perform worse, movement intention, mechanism enforcing, encoding depends, different stimuli, classical approach

Relation: https://figshare.com/articles/journal_contribution/Time_series_of_the_twelve_strongest_components_panels_during_presentation_of_the_individual_stimulus_patterns_colored_traces_/18292476

الاتاحة: https://doi.org/10.1371/journal.pone.0261702.s005

المؤلفون: Michael W. Reimann (11938692), Henri Riihimäki (11938695), Jason P. Smith (9351170), Jānis Lazovskis (11938698), Christoph Pokorny (11938701), Ran Levi (11938704)

مصطلحات موضوعية: Neuroscience, Science Policy, Environmental Sciences not elsewhere classified, Biological Sciences not elsewhere classified, Information Systems not elsewhere classified, related brain regions, constraint remains unclear, vivo spike train, method performs better, local synaptic connectivity, determining stimulus identity, detailed microcircuit model, dimensional spiking activity, lower dimensional manifold, dimensional space, spike trains, dimension manifold, alternative method, %22">xlink ">, successfully decoded, sampled groups, recurrent connectivity, realistic sources, perform worse, movement intention, mechanism enforcing, encoding depends, different stimuli, classical approach

Relation: https://figshare.com/articles/journal_contribution/S3_Fig_-/18292473

الاتاحة: https://doi.org/10.1371/journal.pone.0261702.s004

المؤلفون: Michael W. Reimann (11938692), Henri Riihimäki (11938695), Jason P. Smith (9351170), Jānis Lazovskis (11938698), Christoph Pokorny (11938701), Ran Levi (11938704)

مصطلحات موضوعية: Neuroscience, Science Policy, Environmental Sciences not elsewhere classified, Biological Sciences not elsewhere classified, Information Systems not elsewhere classified, related brain regions, constraint remains unclear, vivo spike train, method performs better, local synaptic connectivity, determining stimulus identity, detailed microcircuit model, dimensional spiking activity, lower dimensional manifold, dimensional space, spike trains, dimension manifold, alternative method, %22">xlink ">, successfully decoded, sampled groups, recurrent connectivity, realistic sources, perform worse, movement intention, mechanism enforcing, encoding depends, different stimuli, classical approach

Relation: https://figshare.com/articles/journal_contribution/Values_of_topological_parameters_against_residual_accuracy_for_randomly_selected_neighborhoods_/18292485

الاتاحة: https://doi.org/10.1371/journal.pone.0261702.s007

المؤلفون: Michael W. Reimann (11938692), Henri Riihimäki (11938695), Jason P. Smith (9351170), Jānis Lazovskis (11938698), Christoph Pokorny (11938701), Ran Levi (11938704)

مصطلحات موضوعية: Neuroscience, Science Policy, Environmental Sciences not elsewhere classified, Biological Sciences not elsewhere classified, Information Systems not elsewhere classified, related brain regions, constraint remains unclear, vivo spike train, method performs better, local synaptic connectivity, determining stimulus identity, detailed microcircuit model, dimensional spiking activity, lower dimensional manifold, dimensional space, spike trains, dimension manifold, alternative method, %22">xlink ">, successfully decoded, sampled groups, recurrent connectivity, realistic sources, perform worse, movement intention, mechanism enforcing, encoding depends, different stimuli, classical approach

Relation: https://figshare.com/articles/journal_contribution/Classification_accuracies_using_the_manifold-based_method_for_the_randomly_selected_neighborhoods_with_centers_of_the_indicated_morphological_type_/18292479

الاتاحة: https://doi.org/10.1371/journal.pone.0261702.s006

المؤلفون: Michael W. Reimann (11938692), Henri Riihimäki (11938695), Jason P. Smith (9351170), Jānis Lazovskis (11938698), Christoph Pokorny (11938701), Ran Levi (11938704)

مصطلحات موضوعية: Neuroscience, Science Policy, Environmental Sciences not elsewhere classified, Biological Sciences not elsewhere classified, Information Systems not elsewhere classified, related brain regions, constraint remains unclear, vivo spike train, method performs better, local synaptic connectivity, determining stimulus identity, detailed microcircuit model, dimensional spiking activity, lower dimensional manifold, dimensional space, spike trains, dimension manifold, alternative method, %22">xlink ">, successfully decoded, sampled groups, recurrent connectivity, realistic sources, perform worse, movement intention, mechanism enforcing, encoding depends, different stimuli, classical approach

Relation: https://figshare.com/articles/journal_contribution/S7_Fig_-/18292488

الاتاحة: https://doi.org/10.1371/journal.pone.0261702.s008

المؤلفون: Michael W. Reimann (11938692), Henri Riihimäki (11938695), Jason P. Smith (9351170), Jānis Lazovskis (11938698), Christoph Pokorny (11938701), Ran Levi (11938704)

مصطلحات موضوعية: Neuroscience, Science Policy, Environmental Sciences not elsewhere classified, Biological Sciences not elsewhere classified, Information Systems not elsewhere classified, related brain regions, constraint remains unclear, vivo spike train, method performs better, local synaptic connectivity, determining stimulus identity, detailed microcircuit model, dimensional spiking activity, lower dimensional manifold, dimensional space, spike trains, dimension manifold, alternative method, %22">xlink ">, successfully decoded, sampled groups, recurrent connectivity, realistic sources, perform worse, movement intention, mechanism enforcing, encoding depends, different stimuli, classical approach

Relation: https://figshare.com/articles/figure/Synaptic_input_patterns_applied_to_the_detailed_microcircuit_model_/18292491

الاتاحة: https://doi.org/10.1371/journal.pone.0261702.g001

المؤلفون: Michael W. Reimann (11938692), Henri Riihimäki (11938695), Jason P. Smith (9351170), Jānis Lazovskis (11938698), Christoph Pokorny (11938701), Ran Levi (11938704)

مصطلحات موضوعية: Neuroscience, Science Policy, Environmental Sciences not elsewhere classified, Biological Sciences not elsewhere classified, Information Systems not elsewhere classified, related brain regions, constraint remains unclear, vivo spike train, method performs better, local synaptic connectivity, determining stimulus identity, detailed microcircuit model, dimensional spiking activity, lower dimensional manifold, dimensional space, spike trains, dimension manifold, alternative method, %22">xlink ">, successfully decoded, sampled groups, recurrent connectivity, realistic sources, perform worse, movement intention, mechanism enforcing, encoding depends, different stimuli, classical approach

Relation: https://figshare.com/articles/figure/Analysis_of_volumetric_samples_according_to_the_manifold_hypothesis_/18292494

الاتاحة: https://doi.org/10.1371/journal.pone.0261702.g002

المؤلفون: Michael W. Reimann (11938692), Henri Riihimäki (11938695), Jason P. Smith (9351170), Jānis Lazovskis (11938698), Christoph Pokorny (11938701), Ran Levi (11938704)

مصطلحات موضوعية: Neuroscience, Science Policy, Environmental Sciences not elsewhere classified, Biological Sciences not elsewhere classified, Information Systems not elsewhere classified, related brain regions, constraint remains unclear, vivo spike train, method performs better, local synaptic connectivity, determining stimulus identity, detailed microcircuit model, dimensional spiking activity, lower dimensional manifold, dimensional space, spike trains, dimension manifold, alternative method, %22">xlink ">, successfully decoded, sampled groups, recurrent connectivity, realistic sources, perform worse, movement intention, mechanism enforcing, encoding depends, different stimuli, classical approach

Relation: https://figshare.com/articles/figure/Neuron-neighborhood_sampling_with_uncommon_connectivity_/18292497

الاتاحة: https://doi.org/10.1371/journal.pone.0261702.g003

المؤلفون: Michael W. Reimann (11938692), Henri Riihimäki (11938695), Jason P. Smith (9351170), Jānis Lazovskis (11938698), Christoph Pokorny (11938701), Ran Levi (11938704)

مصطلحات موضوعية: Neuroscience, Science Policy, Environmental Sciences not elsewhere classified, Biological Sciences not elsewhere classified, Information Systems not elsewhere classified, related brain regions, constraint remains unclear, vivo spike train, method performs better, local synaptic connectivity, determining stimulus identity, detailed microcircuit model, dimensional spiking activity, lower dimensional manifold, dimensional space, spike trains, dimension manifold, alternative method, %22">xlink ">, successfully decoded, sampled groups, recurrent connectivity, realistic sources, perform worse, movement intention, mechanism enforcing, encoding depends, different stimuli, classical approach

Relation: https://figshare.com/articles/figure/Classification_accuracy_in_champion_samples_/18292500

الاتاحة: https://doi.org/10.1371/journal.pone.0261702.g004

المؤلفون: Michael W. Reimann (11938692), Henri Riihimäki (11938695), Jason P. Smith (9351170), Jānis Lazovskis (11938698), Christoph Pokorny (11938701), Ran Levi (11938704)

مصطلحات موضوعية: Neuroscience, Science Policy, Environmental Sciences not elsewhere classified, Biological Sciences not elsewhere classified, Information Systems not elsewhere classified, related brain regions, constraint remains unclear, vivo spike train, method performs better, local synaptic connectivity, determining stimulus identity, detailed microcircuit model, dimensional spiking activity, lower dimensional manifold, dimensional space, spike trains, dimension manifold, alternative method, %22">xlink ">, successfully decoded, sampled groups, recurrent connectivity, realistic sources, perform worse, movement intention, mechanism enforcing, encoding depends, different stimuli, classical approach

Relation: https://figshare.com/articles/figure/Topological_parameters_in_volumetric_samples_/18292506

الاتاحة: https://doi.org/10.1371/journal.pone.0261702.g005

المؤلفون: Michael W. Reimann (11938692), Henri Riihimäki (11938695), Jason P. Smith (9351170), Jānis Lazovskis (11938698), Christoph Pokorny (11938701), Ran Levi (11938704)

مصطلحات موضوعية: Neuroscience, Science Policy, Environmental Sciences not elsewhere classified, Biological Sciences not elsewhere classified, Information Systems not elsewhere classified, related brain regions, constraint remains unclear, vivo spike train, method performs better, local synaptic connectivity, determining stimulus identity, detailed microcircuit model, dimensional spiking activity, lower dimensional manifold, dimensional space, spike trains, dimension manifold, alternative method, %22">xlink ">, successfully decoded, sampled groups, recurrent connectivity, realistic sources, perform worse, movement intention, mechanism enforcing, encoding depends, different stimuli, classical approach

Relation: https://figshare.com/articles/figure/Coupling_coefficient_and_topological_featurization_/18292512

الاتاحة: https://doi.org/10.1371/journal.pone.0261702.g006

المؤلفون: Michael W. Reimann (11938692), Henri Riihimäki (11938695), Jason P. Smith (9351170), Jānis Lazovskis (11938698), Christoph Pokorny (11938701), Ran Levi (11938704)

مصطلحات موضوعية: Neuroscience, Science Policy, Environmental Sciences not elsewhere classified, Biological Sciences not elsewhere classified, Information Systems not elsewhere classified, related brain regions, constraint remains unclear, vivo spike train, method performs better, local synaptic connectivity, determining stimulus identity, detailed microcircuit model, dimensional spiking activity, lower dimensional manifold, dimensional space, spike trains, dimension manifold, alternative method, %22">xlink ">, successfully decoded, sampled groups, recurrent connectivity, realistic sources, perform worse, movement intention, mechanism enforcing, encoding depends, different stimuli, classical approach

Relation: https://figshare.com/articles/figure/Feature_correlation_and_topological_featurization_in_volumetric_samples_/18292518

الاتاحة: https://doi.org/10.1371/journal.pone.0261702.g007

المؤلفون: Michael W. Reimann (11938692), Henri Riihimäki (11938695), Jason P. Smith (9351170), Jānis Lazovskis (11938698), Christoph Pokorny (11938701), Ran Levi (11938704)

مصطلحات موضوعية: Neuroscience, Science Policy, Environmental Sciences not elsewhere classified, Biological Sciences not elsewhere classified, Information Systems not elsewhere classified, related brain regions, constraint remains unclear, vivo spike train, method performs better, local synaptic connectivity, determining stimulus identity, detailed microcircuit model, dimensional spiking activity, lower dimensional manifold, dimensional space, spike trains, dimension manifold, alternative method, %22">xlink ">, successfully decoded, sampled groups, recurrent connectivity, realistic sources, perform worse, movement intention, mechanism enforcing, encoding depends, different stimuli, classical approach

Relation: https://figshare.com/articles/figure/Overview_of_the_inputs_into_the_analysis_pipeline_and_its_individual_analysis_steps_/18292521

الاتاحة: https://doi.org/10.1371/journal.pone.0261702.g008

المؤلفون: Michael W. Reimann (11938692), Henri Riihimäki (11938695), Jason P. Smith (9351170), Jānis Lazovskis (11938698), Christoph Pokorny (11938701), Ran Levi (11938704)

مصطلحات موضوعية: Neuroscience, Science Policy, Environmental Sciences not elsewhere classified, Biological Sciences not elsewhere classified, Information Systems not elsewhere classified, related brain regions, constraint remains unclear, vivo spike train, method performs better, local synaptic connectivity, determining stimulus identity, detailed microcircuit model, dimensional spiking activity, lower dimensional manifold, dimensional space, spike trains, dimension manifold, alternative method, %22">xlink ">, successfully decoded, sampled groups, recurrent connectivity, realistic sources, perform worse, movement intention, mechanism enforcing, encoding depends, different stimuli, classical approach

Relation: https://figshare.com/articles/dataset/Topological_parameters_used_/18292527

الاتاحة: https://doi.org/10.1371/journal.pone.0261702.t001