Leonard J. Trejo

2.7k total citations · 1 hit paper
31 papers, 1.9k citations indexed

About

Leonard J. Trejo is a scholar working on Cognitive Neuroscience, Signal Processing and Cellular and Molecular Neuroscience. According to data from OpenAlex, Leonard J. Trejo has authored 31 papers receiving a total of 1.9k indexed citations (citations by other indexed papers that have themselves been cited), including 19 papers in Cognitive Neuroscience, 9 papers in Signal Processing and 5 papers in Cellular and Molecular Neuroscience. Recurrent topics in Leonard J. Trejo's work include EEG and Brain-Computer Interfaces (12 papers), Blind Source Separation Techniques (8 papers) and Spectroscopy and Chemometric Analyses (4 papers). Leonard J. Trejo is often cited by papers focused on EEG and Brain-Computer Interfaces (12 papers), Blind Source Separation Techniques (8 papers) and Spectroscopy and Chemometric Analyses (4 papers). Leonard J. Trejo collaborates with scholars based in United States, Slovakia and Austria. Leonard J. Trejo's co-authors include Roman Rosipal, Bryan Matthews, Carol M. Cicerone, Arthur F. Kramer, Andrzej Cichocki, Mark Girolami, Leslie D. Montgomery, Karla A. Kubitz, M. Shensa and Kevin Wheeler and has published in prestigious journals such as Brain Research, Vision Research and Psychophysiology.

In The Last Decade

Leonard J. Trejo

28 papers receiving 1.8k citations

Hit Papers

align trajectories

What are hit papers?

Hit papers significantly outperform the citation benchmark for their cohort. A paper qualifies if it has ≥500 total citations, achieves ≥1.5× the top-1% citation threshold for papers in the same subfield and year (this is the minimum needed to enter the top 1%, not the average within it), or reaches the top citation threshold in at least one of its specific research topics.

Kernel partial least squares regression in reproducing kernel hilbert space

2002 694 citations Roman Rosipal, Leonard J. Trejo Journal of Machine Learning Research profile →

Peers — A (Enhanced Table)

Peers by citation overlap · career bar shows stage (early→late) cites · hero ref

Name	h						Papers	Cites
Leonard J. Trejo United States	16	732	344	328	300	253	31	1.9k
Roman Rosipal Slovakia	14	490 0.7×	404 1.2×	385 1.2×	175 0.6×	297 1.2×	37	1.7k
Hualou Liang United States	28	2.0k 2.8×	193 0.6×	84 0.3×	361 1.2×	363 1.4×	90	3.2k
Michael Eichler Netherlands	22	610 0.8×	311 0.9×	62 0.2×	103 0.3×	252 1.0×	51	1.8k
Hamed Azami United Kingdom	22	707 1.0×	882 2.6×	70 0.2×	69 0.2×	367 1.5×	61	2.5k
Hong-Bo Xie China	19	801 1.1×	302 0.9×	32 0.1×	139 0.5×	246 1.0×	47	2.1k
Marc M. Van Hulle Belgium	35	2.1k 2.8×	195 0.6×	74 0.2×	671 2.2×	819 3.2×	258	4.0k
Ana Maria Tomé Portugal	21	468 0.6×	221 0.6×	82 0.3×	41 0.1×	271 1.1×	136	1.5k
Daniel Rivero Spain	21	976 1.3×	82 0.2×	98 0.3×	189 0.6×	459 1.8×	65	2.2k
Petros Xanthopoulos United States	19	786 1.1×	98 0.3×	49 0.1×	113 0.4×	320 1.3×	53	1.8k

Countries citing papers authored by Leonard J. Trejo

Since Specialization

Citations

This map shows the geographic impact of Leonard J. Trejo's research. It shows the number of citations coming from papers published by authors working in each country. You can also color the map by specialization and compare the number of citations received by Leonard J. Trejo with the expected number of citations based on a country's size and research output (numbers larger than one mean the country cites Leonard J. Trejo more than expected).

Fields of papers citing papers by Leonard J. Trejo

Since Specialization

Physical SciencesHealth SciencesLife SciencesSocial Sciences

This network shows the impact of papers produced by Leonard J. Trejo. Nodes represent research fields, and links connect fields that are likely to share authors. Colored nodes show fields that tend to cite the papers produced by Leonard J. Trejo. The network helps show where Leonard J. Trejo may publish in the future.

Co-authorship network of co-authors of Leonard J. Trejo

This figure shows the co-authorship network connecting the top 25 collaborators of Leonard J. Trejo. A scholar is included among the top collaborators of Leonard J. Trejo based on the total number of citations received by their joint publications. Widths of edges represent the number of papers authors have co-authored together. Node borders signify the number of papers an author published with Leonard J. Trejo. Leonard J. Trejo is excluded from the visualization to improve readability, since they are connected to all nodes in the network.

All Works

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20 of 20 papers shown

Rosipal, Roman, et al.. (2024). SPECTER - The Signal sPECtrum Tensor decomposition and Eye blink Removal algorithm. Biomedical Signal Processing and Control. 99. 106889–106889. 1 indexed citations

McDonald, N. J., et al.. (2014). Novel Hybrid Sensors for Unobtrusive Recording of Human Biopotentials.

Winkler, István, János Horváth, Júlia Weisz, & Leonard J. Trejo. (2009). Deviance detection in congruent audiovisual speech: Evidence for implicit integrated audiovisual memory representations. Biological Psychology. 82(3). 281–292. 15 indexed citations

Trejo, Leonard J., Roman Rosipal, & Bryan Matthews. (2006). Brain-computer interfaces for 1-D and 2-D cursor control: designs using volitional control of the EEG spectrum or steady-state visual evoked potentials. IEEE Transactions on Neural Systems and Rehabilitation Engineering. 14(2). 225–229. 189 indexed citations

Trejo, Leonard J., et al.. (2005). Measures and models for predicting cognitive fatigue. Proceedings of SPIE, the International Society for Optical Engineering/Proceedings of SPIE. 5797. 105–105. 29 indexed citations

Marzullo, Timothy, et al.. (2005). Spikes, Local Field Potentials, and Electrocorticogram Characterization during Motor Learning in Rats for Brain Machine Interface Tasks. PubMed. 2006. 429–431. 5 indexed citations

Trejo, Leonard J., et al.. (2004). Measures and Models for Estimating and Predicting Cognitive Fatigue. NASA Technical Reports Server (NASA). 7(1). 116–7. 2 indexed citations

Rosipal, Roman, Leonard J. Trejo, & Bryan Matthews. (2003). Kernel PLS-SVC for linear and nonlinear classification. International Conference on Machine Learning. 640–647. 62 indexed citations

Trejo, Leonard J., Kevin Wheeler, C.C. Jorgensen, et al.. (2003). Multimodal neuroelectric interface development. IEEE Transactions on Neural Systems and Rehabilitation Engineering. 11(2). 199–203. 47 indexed citations

10.

Rosipal, Roman, Leonard J. Trejo, & Bryan Matthews. (2003). Kernel PLS-SVC for Linear and Nonlinear Discrimination. NASA Technical Reports Server (NASA). 1 indexed citations

11.

Rosipal, Roman & Leonard J. Trejo. (2002). Kernel partial least squares regression in reproducing kernel hilbert space. Journal of Machine Learning Research. 2(2). 97–123. 694 indexed citations breakdown →

12.

Trejo, Leonard J., Kevin Wheeler, Charles C. Jorgensen, et al.. (2002). Multimodal Neuroelectric Interface Development: A Survey of Research at NASA Ames Research Center. 1 indexed citations

13.

Trejo, Leonard J., et al.. (2001). Multimodal Neuroelectric Interface Development. NASA Technical Reports Server (NASA). 8 indexed citations

14.

Trejo, Leonard J. & M. Shensa. (1999). Feature Extraction of Event-Related Potentials Using Wavelets: An Application to Human Performance Monitoring. Brain and Language. 66(1). 89–107. 37 indexed citations

15.

Begault, Durand R., et al.. (1998). Octave-Band Thresholds for Modeled Reverberant Fields. Journal of the Audio Engineering Society. 1 indexed citations

16.

Kramer, Arthur F., et al.. (1995). Assessment of mental workload with task-irrelevant auditory probes. Biological Psychology. 40(1-2). 83–100. 133 indexed citations

17.

Trejo, Leonard J., Arthur F. Kramer, & Josh A. Arnold. (1995). Event-related potentials as indices of display-monitoring performance. Biological Psychology. 40(1-2). 33–71. 22 indexed citations

18.

Trejo, Leonard J., et al.. (1995). Attentional modulation of the mismatch negativity elicited by frequency differences between binaurally presented tone bursts. Psychophysiology. 32(4). 319–328. 84 indexed citations

19.

Trejo, Leonard J. & Carol M. Cicerone. (1987). Changes in visual sensitivity with age in rats with heredity retinal degeneration. Vision Research. 27(6). 915–918. 9 indexed citations

20.

Trejo, Leonard J. & Carol M. Cicerone. (1984). Cells in the pretectal olivary nucleus are in the pathway for the direct light reflex of the pupil in the rat. Brain Research. 300(1). 49–62. 132 indexed citations

Rankless uses publication and citation data sourced from OpenAlex, an open and comprehensive bibliographic database. While OpenAlex provides broad and valuable coverage of the global research landscape, it—like all bibliographic datasets—has inherent limitations. These include incomplete records, variations in author disambiguation, differences in journal indexing, and delays in data updates. As a result, some metrics and network relationships displayed in Rankless may not fully capture the entirety of a scholar's output or impact.

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