Gabriel A. Silva

23 papers Journal 19Unranked 4
YearRankTypeTitle / Venue / Authors
2025 J jnl
A Categorical Framework for Quantifying Emergent Effects in Network Topology.
Neural Comput.
Johnny Jingze Li, Sebastian Pardo-Guerra, Kalyan Basu, Gabriel A. Silva
2024 J jnl
Advancing Neural Network Performance through Emergence-Promoting Initialization Scheme.
CoRR
Johnny Jingze Li, Vivek Kurien George, Gabriel A. Silva
2024 J jnl
On preradicals, persistence, and the flow of information.
Int. J. Gen. Syst.
Sebastian Pardo-Guerra, Gabriel A. Silva
2024 J jnl
Quantifying Emergence in Neural Networks: Insights from Pruning and Training Dynamics.
CoRR
Faisal AlShinaifi, Zeyad Almoaigel, Johnny Jingze Li, Abdulla Kuleib, Gabriel A. Silva
2024 J jnl
Using Quantum Computing to Infer Dynamic Behaviors of Biological and Artificial Neural Networks.
CoRR
Gabriel A. Silva
2023 J jnl
Discovering a change point and piecewise linear structure in a time series of organoid networks via the iso-mirror.
Appl. Netw. Sci.
Tianyi Chen, Youngser Park, Ali Saad-Eldin, Zachary Lubberts, Avanti Athreya, Benjamin D. Pedigo, Joshua T. Vogelstein, Francesca Puppo, Gabriel A. Silva, Alysson R. Muotri, Weiwei Yang, Christopher M. White, Carey E. Priebe
2022 J jnl
Prospective Learning: Back to the Future.
CoRR
Joshua T. Vogelstein, Timothy D. Verstynen, Konrad P. Kording, Leyla Isik, John W. Krakauer, Ralph Etienne-Cummings, Elizabeth L. Ogburn, Carey E. Priebe, Randal C. Burns, Kwame S. Kutten, James J. Knierim, James B. Potash, Thomas Hartung, Lena Smirnova, Paul Worley, Alena V. Savonenko, Ian Phillips, Michael I. Miller, René Vidal, Jeremias Sulam, Adam S. Charles, Noah J. Cowan, Maxim Bichuch, Archana Venkataraman, Chen Li, Nitish V. Thakor, Justus M. Kebschull, Marilyn S. Albert, Jinchong Xu, Marshall G. Hussain Shuler, Brian Caffo, J. Tilak Ratnanather, Ali Geisa, Seung-Eon Roh, Eva Yezerets, Meghana Madhyastha, Javier J. How, Tyler M. Tomita, Jayanta Dey, Ningyuan Huang, Jong M. Shin, Kaleab Alemayehu Kinfu, Pratik Chaudhari, Ben Baker, Anna Schapiro, Dinesh Jayaraman, Eric Eaton, Michael L. Platt, Lyle H. Ungar, Leila Wehbe, Ádám Kepecs, Amy Christensen, Onyema Osuagwu, Bing Brunton, Brett Mensh, Alysson R. Muotri, Gabriel A. Silva, Francesca Puppo, Florian Engert, Elizabeth Hillman, Julia Brown, Chris White, Weiwei Yang
2021 J jnl
Generalizable Machine Learning in Neuroscience Using Graph Neural Networks.
Frontiers Artif. Intell.
Paul Y. Wang, Sandalika Sapra, Vivek Kurien George, Gabriel A. Silva
2021 J jnl
Information entropy re-defined in a category theory context using preradicals.
CoRR
Sebastian Pardo G., Gabriel A. Silva
2021 J jnl
Learning without gradient descent encoded by the dynamics of a neurobiological model.
CoRR
Vivek Kurien George, Vikash Morar, Weiwei Yang, Jonathan Larson, Bryan Tower, Shweti Mahajan, Arkin Gupta, Christopher M. White, Gabriel A. Silva
2020 J jnl
Generalizable Machine Learning in Neuroscience using Graph Neural Networks.
CoRR
Paul Y. Wang, Sandalika Sapra, Vivek Kurien George, Gabriel A. Silva
2020 J jnl
Stability and Complexity Analyses of Finite Difference Algorithms for the Time-Fractional Diffusion Equation.
CoRR
Nirupama Bhattacharya, Gabriel A. Silva
2019 J jnl
The Effect of Signaling Latencies and Node Refractory States on the Dynamics of Networks.
Neural Comput.
Gabriel A. Silva
2015 — conf
Bidirectional neural interface: Closed-loop feedback control for hybrid neural systems.
EMBC
Zane Chou, Jeffrey Lim, Sophie Brown, Melissa Keller, Joseph Bugbee, Frederic D. Broccard, Massoud L. Khraiche, Gabriel A. Silva, Gert Cauwenberghs
2015 J jnl
Efficient computation of the Grünwald-Letnikov fractional diffusion derivative using adaptive time step memory.
J. Comput. Phys.
Christopher L. MacDonald, Nirupama Bhattacharya, Brian P. Sprouse, Gabriel A. Silva
2013 — conf
Visual evoked potential characterization of rabbit animal model for retinal prosthesis research.
EMBC
Massoud L. Khraiche, Sharif El Emam, Abraham Akinin, Gert Cauwenberghs, William Freeman, Gabriel A. Silva
2012 — conf
Direct inductive stimulation for energy-efficient wireless neural interfaces.
EMBC
Sohmyung Ha, Massoud L. Khraiche, Gabriel A. Silva, Gert Cauwenberghs
2011 J jnl
A Framework for Simulating and Estimating the State and Functional Topology of Complex Dynamic Geometric Networks.
Neural Comput.
Marius Buibas, Gabriel A. Silva
2011 J jnl
The Need for the Emergence of Mathematical Neuroscience: Beyond Computation and Simulation.
Frontiers Comput. Neurosci.
Gabriel A. Silva
2011 — conf
Ultra-high photosensitivity silicon nanophotonics for retinal prosthesis: Electrical characteristics.
EMBC
Massoud L. Khraiche, Yuhwa Lo, Deli Wang, Gert Cauwenberghs, William Freeman, Gabriel A. Silva
2010 J jnl
Computational efficiency of fractional diffusion using adaptive time step memory
CoRR
Brian P. Sprouse, Christopher L. MacDonald, Gabriel A. Silva
2009 J jnl
Mapping the spatiotemporal dynamics of calcium signaling in cellular neural networks using optical flow
CoRR
Marius Buibas, Diana Yu, Krystal Nizar, Gabriel A. Silva
2004 J jnl
Step response of mouse rod photoreceptors modeled in terms of elemental photic signals.
IEEE Trans. Biomed. Eng.
Gabriel A. Silva, David R. Pepperberg