A Standard-Cell-Based Neuro-Inspired Integrate-and-Fire Analog-to-Time Converter for Biological and Low-Frequency Signals - Comparison With Analog Version.

Autor: Teixeira ML, Oliveira JP, Principe JC, Goes J

Publikováno v: IEEE transactions on biomedical circuits and systems [IEEE Trans Biomed Circuits Syst] 2024 Aug; Vol. 18 (4), pp. 861-871. Date of Electronic Publication: 2024 Aug 21.

Faster Convergence in Deep-Predictive-Coding Networks to Learn Deeper Representations.

Autor: Sledge IJ, Principe JC

Publikováno v: IEEE transactions on neural networks and learning systems [IEEE Trans Neural Netw Learn Syst] 2023 Aug; Vol. 34 (8), pp. 5156-5170. Date of Electronic Publication: 2023 Aug 04.

Extracting synchronized neuronal activity from local field potentials based on a marked point process framework.

Autor: Huang Y; Department of Electronic and Computer Engineering, The Hong Kong University of Science and Technology, Hong Kong, People's Republic of China., Zhang X; Department of Electronic and Computer Engineering, The Hong Kong University of Science and Technology, Hong Kong, People's Republic of China., Shen X; Department of Electronic and Computer Engineering, The Hong Kong University of Science and Technology, Hong Kong, People's Republic of China., Chen S; Department of Chemical and Biological Engineering, The Hong Kong University of Science and Technology, Hong Kong, People's Republic of China., Principe JC; Computational NeuroEngineering Laboratory (CNEL), Electrical and Computer Engineering Department, University of Florida, Gainesville, Florida, United States of America.; Department of Biomedical Engineering, University of Florida, Gainesville, Florida, United States of America., Wang Y; Department of Electronic and Computer Engineering, The Hong Kong University of Science and Technology, Hong Kong, People's Republic of China.; Department of Chemical and Biological Engineering, The Hong Kong University of Science and Technology, Hong Kong, People's Republic of China.

Publikováno v: Journal of neural engineering [J Neural Eng] 2022 Aug 19; Vol. 19 (4). Date of Electronic Publication: 2022 Aug 19.

Modularizing Deep Learning via Pairwise Learning With Kernels.

Autor: Duan S, Yu S, Principe JC

Publikováno v: IEEE transactions on neural networks and learning systems [IEEE Trans Neural Netw Learn Syst] 2022 Apr; Vol. 33 (4), pp. 1441-1451. Date of Electronic Publication: 2022 Apr 04.

Slow Dynamics of Acute Postoperative Pain Intensity Time Series Determined via Wavelet Analysis Are Associated With the Risk of Severe Postoperative Day 30 Pain.

Autor: Baharloo R; From the Department of Electrical and Computer Engineering, University of Florida, Gainesville, Florida., Principe JC; From the Department of Electrical and Computer Engineering, University of Florida, Gainesville, Florida., Fillingim RB; Pain Research and Intervention Center of Excellence., Wallace MR; Center for NeuroGenetics, University of Florida College of Medicine, Gainesville, Florida., Zou B; Department of Biostatistics, Gillings School of Global Public Health, University of North Carolina - Chapel Hill, Chapel Hill, North Carolina., Crispen PL; Department of Urology., Parvataneni HK; Department of Orthopaedics and Rehabilitation., Prieto HA; Department of Orthopaedics and Rehabilitation., Machuca TN; Department of Surgery, University of Florida College of Medicine, Gainesville, Florida., Mi X; Department of Biostatistics, Mailman School of Public Health, Columbia University, New York, New York., Hughes SJ; Department of Surgery, University of Florida College of Medicine, Gainesville, Florida., Murad GJA; Lillian S. Wells Department of Neurosurgery., Rashidi P; From the Department of Electrical and Computer Engineering, University of Florida, Gainesville, Florida., Tighe PJ; Department of Anesthesiology, University of Florida College of Medicine, Gainesville, Florida.

Publikováno v: Anesthesia and analgesia [Anesth Analg] 2021 May 01; Vol. 132 (5), pp. 1465-1474.