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19992025
most citedA Tutorial on Principal Component Analysis

2.3k citations

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19 papers · 1 filter

q-bio.NC2025★ 1 cited

MIMIC-MJX: Neuromechanical Emulation of Animal Behavior

Charles Y. Zhang, Yuanjia Yang, Aidan Sirbu +25

The primary output of the nervous system is movement and behavior. While recent advances have democratized pose tracking during complex behavior, kinematic trajectories alone provi…

q-bio.NC2023★ 2 cited

The time is ripe to reverse engineer an entire nervous system: simulating behavior from neural interactions

Gal Haspel, Ben Baker, Isabel Beets +34

Just like electrical engineers understand how microprocessors execute programs in terms of how transistor currents are affected by their inputs, neuroscientists want to understand…

q-bio.NC2022

Spatially distributed computation in cortical circuits

Sergei Gepshtein, Ambarish Pawar, Sunwoo Kwon +2

The traditional view of neural computation in the cerebral cortex holds that sensory neurons are specialized, i.e., selective for certain dimensions of sensory stimuli. This view w…

q-bio.NC2020★ 358 cited

The Unreasonable Effectiveness of Deep Learning in Artificial Intelligence

Terrence J. Sejnowski

Deep learning networks have been trained to recognize speech, caption photographs and translate text between languages at high levels of performance. Although applications of deep…

q-bio.NC2017★ 1 cited

Differential covariance: A new method to estimate functional connectivity in fMRI

Tiger w. Lin, Giri P. Krishnan, Maxim Bazhenov +1

Measuring functional connectivity from fMRI is important in understanding processing in cortical networks. However, because brain's connection pattern is complex, currently used me…

q-bio.NC2016★ 8 cited

Dopamine modulation of prefrontal delay activity-reverberatory activity and sharpness of tuning curves

Gabriele Scheler, Jean-Marc Fellous

Recent electrophysiological experiments have shown that dopamine (D1) modulation of pyramidal cells in prefrontal cortex reduces spike frequency adaptation and enhances NMDA transm…