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cs.LG2026
Classification of Epileptic iEEG using Topological Machine Learning
Sunia Tanweer, Narayan Puthanmadam Subramaniyam, Firas A. Khasawneh
Epileptic seizure detection from EEG signals remains challenging due to the high dimensionality and nonlinear, potentially stochastic, dynamics of neural activity. In this work, we…
cs.LG2025
Topological Signatures of ReLU Neural Network Activation Patterns
Vicente Bosca, Tatum Rask, Sunia Tanweer +2
This paper explores the topological signatures of ReLU neural network activation patterns. We consider feedforward neural networks with ReLU activation functions and analyze the po…