Research graph
References from Efficient and reliable spike sorting from neural recordings with UMAP-based unsupervised nonlinear dimensionality reduction. Local targets link to admitted publications; unresolved targets remain external evidence.
Correlations enhance the behavioral readout of neural population activity in association cortex
10.1038/s41593-021-00845-1 · 2021 · External reference
The structures and functions of correlations in neural population codes
10.1038/s41583-022-00606-4 · 2022 · External reference
Fundamental bounds on the fidelity of sensory cortical coding
10.1038/s41586-020-2130-2 · 2020 · External reference
Thalamocortical interactions shape hierarchical neural variability during stimulus perception
10.1016/j.isci.2024.110065 · 2024 · External reference
Cortical areas interact through a communication subspace
10.1016/j.neuron.2019.01.026 · 2019 · External reference
Fully integrated silicon probes for high-density recording of neural activity
10.1038/nature24636 · 2017 · External reference
Neuropixels 2.0: A miniaturized high-density probe for stable, long-term brain recordings
10.1126/science.abf4588 · 2021 · External reference
Novel electrode technologies for neural recordings
10.1038/s41583-019-0140-6 · 2019 · External reference
Ultraflexible electrode arrays for months-long high-density electrophysiological mapping of thousands of neurons in rodents
2022 · External reference
Unsupervised spike sorting for large-scale, high-density multielectrode arrays
10.1016/j.celrep.2017.02.038 · 2017 · External reference
Spike sorting for large, dense electrode arrays
10.1038/nn.4268 · 2016 · External reference
YASS: yet another spike sorter
2017 · External reference
A spike sorting toolbox for up to thousands of electrodes validated with ground truth recordings in vitro and in vivo
10.7554/elife.34518 · 2018 · External reference
SpikeDeep-classifier: a deep-learning based fully automatic offline spike sorting algorithm
2021 · External reference
Deep learning-based template matching spike classification for extracellular recordings
2019 · External reference
Unsupervised spike detection and sorting with wavelets and superparamagnetic clustering
10.1162/089976604774201631 · 2004 · External reference
WMsorting: wavelet packets decomposition and mutual information based spike sorting method
10.1109/tnb.2019.2909010 · 2019 · External reference
Spike sorting based on shape, phase, and distribution features, and K-TOPS clustering with validity and error indices
10.1038/s41598-018-35491-4 · 2018 · External reference
Deep-learned spike representations and sorting via an ensemble of auto-encoders
10.1016/j.neunet.2020.11.009 · 2021 · External reference
An accurate and robust method for spike sorting based on convolutional neural networks
10.3390/brainsci10110835 · 2020 · External reference
A frugal Spiking Neural Network for unsupervised multivariate temporal pattern classification and multichannel spike sorting
10.1038/s41467-025-64231-2 · 2025 · External reference
Fast and accurate spike sorting of high-channel count probes with KiloSort.
2016 · External reference
Spike sorting with Kilosort4
10.1038/s41592-024-02232-7 · 2024 · External reference
UMAP: uniform manifold approximation and projection
10.21105/joss.00861 · 2018 · External reference
Uniform manifold approximation and projection
10.1038/s43586-024-00363-x · 2024 · External reference
Toroidal topology of population activity in grid cells
10.1038/s41586-021-04268-7 · 2022 · External reference
An abstract categorical decision code in dorsal premotor cortex
10.1073/pnas.2214562119 · 2022 · External reference
Orthogonality of sensory and contextual categorical dynamics embedded in a continuum of responses from the second somatosensory cortex
2024 · External reference
Integrated morphoelectric and transcriptomic classification of cortical GABAergic cells
10.1016/j.cell.2020.09.057 · 2020 · External reference
Dimensionality reduction for visualizing single-cell data using UMAP
10.1038/nbt.4314 · 2019 · External reference
Non-linear dimensionality reduction on extracellular waveforms reveals cell type diversity in premotor cortex
2021 · External reference
Phenotypic variation of transcriptomic cell types in mouse motor cortex
10.1038/s41586-020-2907-3 · 2021 · External reference
Multi-omic profiling reveals age-related immune dynamics in healthy adults
2025 · External reference
Squidiff: predicting cellular development and responses to perturbations using a diffusion model
2025 · External reference
Dimensionality reduction by UMAP reinforces sample heterogeneity analysis in bulk transcriptomic data
10.1016/j.celrep.2021.109442 · 2021 · External reference
Multimodal learning enables chat-based exploration of single-cell data
2025 · External reference
“Activity-silent” working memory in prefrontal cortex: a dynamic coding framework
10.1016/j.tics.2015.05.004 · 2015 · External reference
Silences, spikes and bursts: three-part knot of the neural code
10.1113/jp281510 · 2023 · External reference
Experimental evidence for sparse firing in the neocortex
10.1016/j.tins.2012.03.008 · 2012 · External reference
Unresolved reference
2020 · External reference
Intracellular features predicted by extracellular recordings in the hippocampus in vivo
10.1152/jn.2000.84.1.390 · 2000 · External reference
Unresolved reference
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Unresolved reference
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Neural correlate of subjective sensory experience gradually builds up across cortical areas
10.1073/pnas.0605826103 · 2006 · External reference
Contextual neural dynamics during time perception in the primate ventral premotor cortex
10.1073/pnas.2420356122 · 2025 · External reference
Unresolved reference
External reference
Unresolved reference
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Constructing perceptual decision-making across cortex.
10.7551/mitpress/11442.003.0047 · 2020 · External reference
Past, present and future of spike sorting techniques
10.1016/j.brainresbull.2015.04.007 · 2015 · External reference
Density-based clustering based on hierarchical density estimates BT.
10.1007/978-3-642-37456-2_14 · 2013 · External reference
10.21105/joss.00205 · 2017 · Admitted local publication
Unresolved reference
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Unresolved reference
1957 · External reference
10.1007/978-3-031-10602-6
10.1007/978-3-031-10602-6 · 2023 · External reference
Unresolved reference
External reference
P-sort: an open-source software for cerebellar neurophysiology
10.1152/jn.00172.2021 · 2021 · External reference
Unresolved reference
2010 · External reference
Synergy from silence in a combinatorial neural code
10.1523/jneurosci.0301-09.2011 · 2011 · External reference
Multistable bimodal perceptual coding within the ventral premotor cortex
10.1126/sciadv.adw5500 · 2025 · External reference
SimSort: A powerful framework for spike sorting by large-scale electrophysiology simulation
2025 · External reference
Accurate estimation of neural population dynamics without spike sorting
10.1016/j.neuron.2019.05.003 · 2019 · External reference
Low dimensionality, high robustness in neural population dynamics
10.1016/j.neuron.2019.06.021 · 2019 · External reference
An extensive dataset of spiking activity to reveal the syntax of the ventral stream
10.1016/j.neuron.2024.12.003 · 2025 · External reference
State-dependent geometry of population activity in rat auditory cortex
10.7554/elife.44526 · 2019 · External reference
Improving data quality in neuronal population recordings
10.1038/nn.4365 · 2016 · External reference
Discovering functional neuronal connectivity from serial patterns in spike train data
10.1162/neco_a_00598 · 2014 · External reference
Parcellating connectivity in spatial maps
10.7717/peerj.784 · 2015 · External reference
Inference of synaptic connectivity and external variability in neural microcircuits
10.1007/s10827-020-00739-4 · 2020 · External reference
Spike sorting biases and information loss in a detailed cortical model
2024 · External reference
Bypassing spike sorting: density-based decoding using spike localization from dense multielectrode probes
2023 · External reference
A new spike sorting algorithm based on continuous wavelet transform and investigating its effect on improving neural decoding accuracy
10.1016/j.neuroscience.2021.05.036 · 2021 · External reference
A neural network for online spike classification that improves decoding accuracy
10.1152/jn.00641.2019 · 2020 · External reference
