Skip to main content

Leslie M. Collins

Professor of Electrical and Computer Engineering
Pierre R. Lamond Department of Electrical and Computer Engineering
Box 90291, Durham, NC 27708-0291
3461 CIEMAS, Durham, NC 27708

Scholarly Works - Book sections


Designing a BCI Stimulus Presentation Paradigm Using a Performance-Based Approach

Book section · January 1, 2018 Stimulus-driven brain-computer interfaces (BCIs), such as the P300 speller, rely on eliciting and detecting event-related potentials (ERPs) that are embedded in noisy electroencephalography data. However, these BCIs are currently limited by their relativel ... Full text Cite

Multivariate analysis, chemometrics, and machine learning in laser spectroscopy

Book section · January 1, 2014 Spectroscopic techniques are only as powerful as the information that can be extracted from the resulting spectral data. Machine learning is the study of techniques for the automated extraction of information from raw data. Proper application of machine le ... Full text Cite

Kalman filtering for weak signal detection in remote sensing

Book section · January 1, 2007 Magnetic signal, and then analyzing the returned signal to infer characteristics of the investigated region. It is not uncommon for the measured signal to be relatively weak or for ambient noise to interfere with the sensor’s ability to isolate and measure ... Cite

Kalman filtering for weak signal detection in remote sensing

Book section · January 1, 2006 Remote sensing often involves probing a region of interest with a transmitted electromagnetic signal, and then analyzing the returned signal to infer characteristics of the investigated region. It is not uncommon for the measured signal to be relatively we ... Cite