eLife

Linear and categorical coding units in the mouse gustatory cortex drive population dynamics and behavior in taste decision-making

This important work advances our understanding of the single neuron coding types in the mouse gustatory cortex and the functional roles of these neurons for perceptual decision-making. The conclusions ...
Europe PMC

Research on Decoupling Model of Six-Component Force Sensor Based on Artificial Neural Network and Polynomial Regression.

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snmjournals.org

Single-Time-Point Renal Dosimetry Using Nonlinear Mixed-Effects Modeling and Population-Based Model Selection in [

Journal of Nuclear Medicine February 2024, jnumed.123.266268; DOI: https://doi.org/10.2967/jnumed.123.266268 ...
Frontiers

Overt speech decoding from cortical activity: a comparison of different linear methods

Speech BCIs aim at reconstructing speech in real time from ongoing cortical activity. Ideal BCIs would need to reconstruct speech audio signal frame by frame on a millisecond-timescale. Such ...
C&EN

Partial Least-Squares Regression as a Tool to Retrieve Gas Concentrations in Mixtures Detected Using Quartz-Enhanced Photoacoustic Spectroscopy

State Key Laboratory of Quantum Optics and Quantum Optics Devices, Institute of Laser Spectroscopy, Shanxi University, Taiyuan 030006, P. R. China State Key Laboratory of Quantum Optics and Quantum ...
Frontiers

Finger Angle Estimation From Array EMG System Using Linear Regression Model With Independent Component Analysis

Surface ElectroMyoGraphy (EMG) signals from the forearm used in prosthetic hand and finger control systems require precise anatomy data of finger muscles that are small and located deep within the ...
GitHub

bst_inverse_linear_2018.m

% and weighted minimum-norm estimates (MNE). % (e.g., J=wMNEoperator*B; where B is the unwhitened data). % It can also compute the whitened and noise-normalized dynamic % statistical parametric ...