Effective Dimensionality Reduction for Visualizing Neural Dynamics by Laplacian Eigenmaps

t-SNE Visualization of Large-Scale Neural Recordings

(2018) George Dimitriadis et al.   NEURAL COMPUTATION

Unsupervised Learning of Spike Patterns for Seizure Detection and Wavefront Estimation of High Resolution Micro Electrocorticographic ( $\mu $ ECoG) Data

(2017) Yilin Song et al.   IEEE TRANSACTIONS ON NANOBIOSCIENCE

Dynamic models of large-scale brain activity

(2017) Michael Breakspear   NATURE NEUROSCIENCE

Neural recording and modulation technologies

(2017) Ritchie Chen et al.   Nature Reviews Materials

Extracting spatial–temporal coherent patterns in large-scale neural recordings using dynamic mode decomposition

(2016) Bingni W. Brunton et al.   JOURNAL OF NEUROSCIENCE METHODS

Two-photon imaging of chronically implanted neural electrodes: Sealing methods and new insights

(2016) Takashi D.Y. Kozai et al.   JOURNAL OF NEUROSCIENCE METHODS

Nanofabricated Neural Probes for Dense 3-D Recordings of Brain Activity

(2016) Gustavo Rios et al.   NANO LETTERS

Spike Train SIMilarity Space (SSIMS): A Framework for Single Neuron and Ensemble Data Analysis

(2015) Carlos E. Vargas-Irwin et al.   NEURAL COMPUTATION

Principal components of hand kinematics and neurophysiological signals in motor cortex during reach to grasp movements

(2014) Mohsen Mollazadeh et al.   JOURNAL OF NEUROPHYSIOLOGY

Dimensionality reduction for large-scale neural recordings

(2014) John P Cunningham et al.   NATURE NEUROSCIENCE

Decoding grasp movement from monkey premotor cortex for real-time prosthetic hand control

(2013) YaoYao Hao et al.   CHINESE SCIENCE BULLETIN

Concurrent activation of striatal direct and indirect pathways during action initiation

(2013) Guohong Cui et al.   NATURE

Context-dependent computation by recurrent dynamics in prefrontal cortex

(2013) Valerio Mante et al.   NATURE

The importance of mixed selectivity in complex cognitive tasks

(2013) Mattia Rigotti et al.   NATURE

Whole-brain functional imaging at cellular resolution using light-sheet microscopy

(2013) Misha B Ahrens et al.   NATURE METHODS

Multi-electrode array technologies for neuroscience and cardiology

(2013) Micha E. Spira et al.   Nature Nanotechnology

Population Coding and the Labeling Problem: Extrinsic Versus Intrinsic Representations

(2013) Sidney R. Lehky et al.   NEURAL COMPUTATION

Dynamic Coding for Cognitive Control in Prefrontal Cortex

(2013) Mark G. Stokes et al.   NEURON

The Brain Activity Map

(2013) A. P. Alivisatos et al.   SCIENCE

Brain-wide neuronal dynamics during motor adaptation in zebrafish

(2012) Misha B. Ahrens et al.   NATURE

Neural population dynamics during reaching

(2012) Mark M. Churchland et al.   NATURE

Strategy-Dependent Encoding of Planned Arm Movements in the Dorsal Premotor Cortex

(2012) T. M. Pearce et al.   SCIENCE

In quest of the missing neuron: Spike sorting based on dominant-sets clustering

(2011) Dimitrios A. Adamos et al.   COMPUTER METHODS AND PROGRAMS IN BIOMEDICINE

Automated spike sorting algorithmbased on Laplacian eigenmaps andk-means clustering

(2011) E Chah et al.   Journal of Neural Engineering

Flexible, foldable, actively multiplexed, high-density electrode array for mapping brain activity in vivo

(2011) Jonathan Viventi et al.   NATURE NEUROSCIENCE

Decoding 3-D Reach and Grasp Kinematics From High-Frequency Local Field Potentials in Primate Primary Motor Cortex

(2010) Jun Zhuang et al.   IEEE TRANSACTIONS ON BIOMEDICAL ENGINEERING

NASS: An empirical approach to spike sorting with overlap resolution based on a hybrid noise-assisted methodology

(2010) Dimitrios A. Adamos et al.   JOURNAL OF NEUROSCIENCE METHODS

Erratum: High-speed in vivo calcium imaging reveals neuronal network activity with near-millisecond precision

(2010) Benjamin F Grewe et al.   NATURE METHODS

Cortical Preparatory Activity: Representation of Movement or First Cog in a Dynamical Machine?

(2010) Mark M. Churchland et al.   NEURON

Spike-train spectra and network response functions for non-linear integrate-and-fire neurons

(2008) Magnus J. E. Richardson   BIOLOGICAL CYBERNETICS

Advanced Neurotechnologies for Chronic Neural Interfaces: New Horizons and Clinical Opportunities

(2008) D. R. Kipke et al.   JOURNAL OF NEUROSCIENCE

A genetically encoded calcium indicator for chronic in vivo two-photon imaging

(2008) Marco Mank et al.   NATURE METHODS

Imaging in vivo: watching the brain in action

(2008) Jason N. D. Kerr et al.   NATURE REVIEWS NEUROSCIENCE