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Alexander Ororbia

Class Incremental Continual Learning with Self-Organizing Maps and Variational Autoencoders Using Synthetic Replay

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Aug 28, 2025
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Extending Spike-Timing Dependent Plasticity to Learning Synaptic Delays

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Jun 17, 2025
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Avoiding Death through Fear Intrinsic Conditioning

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Jun 05, 2025
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Tight Stability, Convergence, and Robustness Bounds for Predictive Coding Networks

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Oct 07, 2024
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R-AIF: Solving Sparse-Reward Robotic Tasks from Pixels with Active Inference and World Models

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Sep 21, 2024
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Contrastive Learning in Memristor-based Neuromorphic Systems

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Sep 17, 2024
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Deep Domain Adaptation: A Sim2Real Neural Approach for Improving Eye-Tracking Systems

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Mar 23, 2024
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Neuro-mimetic Task-free Unsupervised Online Learning with Continual Self-Organizing Maps

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Feb 19, 2024
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Minimally Supervised Learning using Topological Projections in Self-Organizing Maps

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Jan 12, 2024
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A Neuro-Mimetic Realization of the Common Model of Cognition via Hebbian Learning and Free Energy Minimization

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Oct 14, 2023
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