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Maryam Parsa

George Mason University

On the Privacy-Preserving Properties of Spiking Neural Networks with Unique Surrogate Gradients and Quantization Levels

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Feb 25, 2025
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Generalizable Reinforcement Learning with Biologically Inspired Hyperdimensional Occupancy Grid Maps for Exploration and Goal-Directed Path Planning

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Feb 13, 2025
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Do Spikes Protect Privacy? Investigating Black-Box Model Inversion Attacks in Spiking Neural Networks

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Feb 08, 2025
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Are Neuromorphic Architectures Inherently Privacy-preserving? An Exploratory Study

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Nov 10, 2024
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Spiking Neural Networks as a Controller for Emergent Swarm Agents

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Oct 21, 2024
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Retina-inspired Object Motion Segmentation

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Aug 18, 2024
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Brain Inspired Probabilistic Occupancy Grid Mapping with Hyperdimensional Computing

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Aug 17, 2024
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Hardware-Algorithm Re-engineering of Retinal Circuit for Intelligent Object Motion Segmentation

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Jul 31, 2024
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Watermarking Neuromorphic Brains: Intellectual Property Protection in Spiking Neural Networks

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May 07, 2024
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Transductive Spiking Graph Neural Networks for Loihi

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Apr 25, 2024
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