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Konstantinos P. Michmizos

BioGrad: Biologically Plausible Gradient-Based Learning for Spiking Neural Networks

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Oct 27, 2021
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Increasing Liquid State Machine Performance with Edge-of-Chaos Dynamics Organized by Astrocyte-modulated Plasticity

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Oct 26, 2021
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Deep Reinforcement Learning with Population-Coded Spiking Neural Network for Continuous Control

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Oct 19, 2020
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An Astrocyte-Modulated Neuromorphic Central Pattern Generator for Hexapod Robot Locomotion on Intel's Loihi

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Jun 08, 2020
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Reinforcement co-Learning of Deep and Spiking Neural Networks for Energy-Efficient Mapless Navigation with Neuromorphic Hardware

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Mar 02, 2020
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Machine Learning for Motor Learning: EEG-based Continuous Assessment of Cognitive Engagement for Adaptive Rehabilitation Robots

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Feb 19, 2020
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Deep Learning of Movement Intent and Reaction Time for EEG-informed Adaptation of Rehabilitation Robots

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Feb 18, 2020
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A Spiking Neural Network Emulating the Structure of the Oculomotor System Requires No Learning to Control a Biomimetic Robotic Head

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Feb 18, 2020
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Introducing Astrocytes on a Neuromorphic Processor: Synchronization, Local Plasticity and Edge of Chaos

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Jul 02, 2019
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Axonal Conduction Velocity Impacts Neuronal Network Oscillations

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Mar 22, 2019
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