AP
Antonio R. C. Paiva
cs.LGUser-Computer InterfaceAlgorithmseess.SPNeural Networks, Computerstat.APstat.MLAccidents, TrafficAutomationAutomobile Driving
On Valency
published · living versionsW_rck35dmm·v1 · currentpublished
Kernel methods on spike train space for neuroscience: a tutorial
with Il Memming Park, Sohan Seth, Lin Li, Jose C. Principe
1 version
Preprints & journals
18 papers in the corpus · 2006–2025Dynamic risk assessment for autonomous vehicles from spatio-temporal probabilistic occupancy heatmaps.40976064 · Wang, Han, Yeo, Yuneil, Paiva, Antonio R et al.2025 · 4 citationsAccident; analysis and prevention. 2025;222:108226
Second-Order Time to Collision With Non-Static Acceleration2502.08066v1 · Hossein Nick Zinat Matin, Yuneil Yeo, Amelie Ju-Kang Ngo et al.2025 · 0 citationsarXiv
Modeling and mitigation of occupational safety risks in dynamic industrial environments2205.00894v1 · Ashutosh Tewari, Antonio R. Paiva2022 · 2 citationsarXiv
Methodology for Testing and Evaluation of Safety Analytics Approaches2203.10416v1 · Antonio R. Paiva, Ashutosh Tewari2022 · 3 citationsarXiv
Assessing Machine Learning Approaches to Address IoT Sensor Drift2109.04356v1 · Haining Zheng, Antonio Paiva2021 · 2 citationsarXiv
Advancing from Predictive Maintenance to Intelligent Maintenance with AI and IIoT2009.00351v1 · Haining Zheng, Antonio R. Paiva, Chris S. Gurciullo2020 · 24 citationsarXiv
Fault Detection and Identification using Bayesian Recurrent Neural Networks1911.04386v2 · Weike Sun, Antonio R. C. Paiva, Peng Xu et al.2019 · 148 citationsarXiv
Kernel methods on spike train space for neuroscience: a tutorial1302.5964v1 · Il Memming Park, Sohan Seth, Antonio R. C. Paiva et al.2013 · 59 citationsIEEE Signal Processing Magazine 30(4), 2013on Valency
Semi-automated neuron boundary detection and nonbranching process segmentation in electron microscopy images.22644867 · Jurrus, Elizabeth, Watanabe, Shigeki, Giuly, Richard J et al.2013 · 27 citationsNeuroinformatics. 2013;11(1):5-29
Serial section registration of axonal confocal microscopy datasets for long-range neural circuit reconstruction.22465678 · Hogrebe, Luke, Paiva, Antonio R C, Jurrus, Elizabeth et al.2013 · 4 citationsJournal of neuroscience methods. 2012;207(2):200-10
Detection of neuron membranes in electron microscopy images using a serial neural network architecture.20598935 · Jurrus, Elizabeth, Paiva, Antonio R C, Watanabe, Shigeki et al.2010 · 95 citationsMedical image analysis. 2010;14(6):770-83
Sequential Monte Carlo point-process estimation of kinematics from neural spiking activity for brain-machine interfaces.19548797 · Wang, Yiwen, Paiva, António R C, Príncipe, José C et al.2009 · 50 citationsNeural computation. 2009;21(10):2894-930
A reproducing kernel Hilbert space framework for spike train signal processing.19431265 · Paiva, António R C, Park, Il, Príncipe, José C2009 · 90 citationsNeural computation. 2009;21(2):424-49
Peri-event cross-correlation over time for analysis of interactions in neuronal firing.19163061 · Paiva, António R C, Park, Il, Sanchez, Justin C et al.2009 · 0 citationsAnnual International Conference of the IEEE Engineering in Medicine and Biology Society. IEEE Engineering in Medicine and Biology Society. Annual International Conference. 2008;2008:1903-6
An efficient algorithm for continuous time cross correlogram of spike trains.18054082 · Park, Il, Paiva, António R C, Demarse, Thomas B et al.2008 · 11 citationsJournal of neuroscience methods. 2008;168(2):514-23
Self-organizing maps with dynamic learning for signal reconstruction.17234384 · Cho, Jeongho, Paiva, António R C, Kim, Sung-Phil et al.2007 · 18 citationsNeural networks : the official journal of the International Neural Network Society. 2007;20(2):274-84
On the use of standards for microarray lossless image compression.16532784 · Pinho, Armando J, Paiva, António R C, Neves, António J R2006 · 16 citationsIEEE transactions on bio-medical engineering. 2006;53(3):563-6
Gravity transform for input conditioning in brain machine interfaces.17946616 · Paiva, António C, Príncipe, José C, Sanchez, Justin C2008 · 0 citationsConference proceedings : ... Annual International Conference of the IEEE Engineering in Medicine and Biology Society. IEEE Engineering in Medicine and Biology Society. Annual Conference. 2006;2006:4261-4
Career total: 56 works. 18 are in this corpus.
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