A measure of multivariate phase synchrony using hyperdimensional geometry M Al-Khassaweneh, M Villafane-Delgado, AY Mutlu, S Aviyente IEEE Transactions on Signal Processing 64 (11), 2774-2787, 2016 | 18 | 2016 |
Neuvue: A framework and workflows for high-throughput electron microscopy connectomics proofreading D Xenes, LM Kitchell, PK Rivlin, R Brodsky, H Gooden, J Joyce, D Luna, ... bioRxiv, 2022.07. 18.500521, 2022 | 9 | 2022 |
Dynamic graph fourier transform on temporal functional connectivity networks M Villafañe-Delgado, S Aviyente 2017 IEEE International Conference on Acoustics, Speech and Signal …, 2017 | 9 | 2017 |
Evaluation of neural information content from the phase component of a 32-channel frequency-domain fNIRS system CA Scholl, JJ Wathen, MJ Fitch, GW Milsap, MC Thompson, ... Optical Techniques in Neurosurgery, Neurophotonics, and Optogenetics 11629 …, 2021 | 8 | 2021 |
STEM leadership and training for trailblazing students in an immersive research environment M Villafañe-Delgado, EC Johnson, M Hughes, M Cervantes, ... 2020 IEEE Integrated STEM Education Conference (ISEC), 1-4, 2020 | 7 | 2020 |
Functional significance of spectrotemporal response functions obtained using magnetoencephalography F Cervantes Constantino, M Villafañe-Delgado, E Camenga, ... | 7* | 2017 |
Neural coding of noisy and reverberant speech in human auditory cortex KC Puvvada, M Villafañe-Delgado, C Brodbeck, JZ Simon bioRxiv, 229153, 2017 | 6 | 2017 |
Multi-scale higher order singular value decomposition (MS-HoSVD) for resting-state fMRI compression and analysis A Ozdemir, M Villafane-Delgado, DC Zhu, MA Iwen, S Aviyente 2017 IEEE International Conference on Acoustics, Speech and Signal …, 2017 | 6 | 2017 |
Detecting anomalous swarming agents with graph signal processing K Schultz, A Saksena, EP Reilly, R Hingorani, M Villafañe-Delgado 2021 IEEE International Conference on Autonomous Systems (ICAS), 1-5, 2021 | 4 | 2021 |
Graph signal processing for infrastructure resilience: Suitability and future directions K Schultz, M Villafane-Delgado, EP Reilly, GM Hwang, A Saksena 2020 Resilience Week (RWS), 64-70, 2020 | 4 | 2020 |
Graph information theoretic measures on functional connectivity networks based on graph-to-signal transform M Villafane-Delgado, S Aviyente IEEE Global Conference on Signal and Information Processing (GlobalSIP), 2016 | 4 | 2016 |
A novel semi-automated proofreading and mesh error detection pipeline for neuron extension J Joyce, R Chalavadi, J Chan, S Tanna, D Xenes, N Kuo, V Rose, ... bioRxiv, 2023 | 3 | 2023 |
Graph signal processing on neuronal networks S Aviyente, M Villafañe-Delgado Cooperative and Graph Signal Processing, 799-816, 2018 | 3 | 2018 |
Transforming functional connectivity networks of the brain to signals based on the resistance distance M Villafañe-Delgado, S Aviyente In press, Acoustics, Speech and Signal Processing (ICASSP), 2016 IEEE …, 2016 | 3 | 2016 |
Temporal network tracking based on tensor factor analysis of graph signal spectrum M Villafañe-Delgado, S Aviyente 2016 IEEE Statistical Signal Processing Workshop (SSP), 1-5, 2016 | 2 | 2016 |
A time-frequency based bivariate synchrony measure for reducing volume conduction effects in EEG M Villafañe-Delgado, S Aviyente 2015 IEEE Global Conference on Signal and Information Processing (GlobalSIP …, 2015 | 2 | 2015 |
Exploiting large neuroimaging datasets to create connectome-constrained approaches for more robust, efficient, and adaptable artificial intelligence EC Johnson, BS Robinson, GK Vallabha, J Joyce, JK Matelsky, ... Artificial Intelligence and Machine Learning for Multi-Domain Operations …, 2023 | 1 | 2023 |
An Immersive Curriculum to Develop Computational Science and Research Skills in a Cohort-Based Internship Program EC Johnson, M Villafañe-Delgado, D Symonette, KA Carr, M Hughes, ... 2023 IEEE Integrated STEM Education Conference (ISEC), 293-300, 2023 | 1 | 2023 |
Analyzing emergence in biological neural networks using graph signal processing K Schultz, M Villafañe-Delgado, EP Reilly, A Saksena, GM Hwang Emergent Behavior in System of Systems Engineering, 171-192, 2022 | 1 | 2022 |
Investigating Echo State Network Performance with Biologically-Inspired Hierarchical Network Structure SL McDaniel, M Villafañe–Delgado, EC Johnson 2022 International Joint Conference on Neural Networks (IJCNN), 01-08, 2022 | 1 | 2022 |