Konstantinos P. Michmizos

Publication Activity (10 Years)

Years Active: 2014-2022
Publications (10 Years): 33

Top Topics

Spiking Neural Networks

Top Venues

Publications

Vladimir A. Ivanov, Konstantinos P. Michmizos
Astrocytes Learn to Detect and Signal Deviations From Critical Brain Dynamics. Neural Comput. 34 (10) (2022)
Vladimir A. Ivanov, Konstantinos P. Michmizos
Increasing Liquid State Machine Performance with Edge-of-Chaos Dynamics Organized by Astrocyte-modulated Plasticity. CoRR (2021)
Vladimir A. Ivanov, Konstantinos P. Michmizos
Increasing Liquid State Machine Performance with Edge-of-Chaos Dynamics Organized by Astrocyte-modulated Plasticity. NeurIPS (2021)
Guangzhi Tang, Neelesh Kumar, Ioannis Polykretis, Konstantinos P. Michmizos
BioGrad: Biologically Plausible Gradient-Based Learning for Spiking Neural Networks. CoRR (2021)
Guangzhi Tang, Konstantinos P. Michmizos
Real-time Mapping on a Neuromorphic Processor. NICE (2020)
Neelesh Kumar, Konstantinos P. Michmizos
Deep Learning of Movement Intent and Reaction Time for EEG-informed Adaptation of Rehabilitation Robots. BioRob (2020)
Neelesh Kumar, Konstantinos P. Michmizos
Deep Learning of Movement Intent and Reaction Time for EEG-informed Adaptation of Rehabilitation Robots. CoRR (2020)
Ioannis Polykretis, Guangzhi Tang, Konstantinos P. Michmizos
An Astrocyte-Modulated Neuromorphic Central Pattern Generator for Hexapod Robot Locomotion on Intel's Loihi. ICONS (2020)
Praveenram Balachandar, Konstantinos P. Michmizos
A Spiking Neural Network Emulating the Structure of the Oculomotor System Requires No Learning to Control a Biomimetic Robotic Head. BioRob (2020)
Guangzhi Tang, Neelesh Kumar, Konstantinos P. Michmizos
Reinforcement co-Learning of Deep and Spiking Neural Networks for Energy-Efficient Mapless Navigation with Neuromorphic Hardware. CoRR (2020)
Neelesh Kumar, Konstantinos P. Michmizos
Machine Learning for Motor Learning: EEG-based Continuous Assessment of Cognitive Engagement for Adaptive Rehabilitation Robots. CoRR (2020)
Neelesh Kumar, Konstantinos P. Michmizos
Machine Learning for Motor Learning: EEG-based Continuous Assessment of Cognitive Engagement for Adaptive Rehabilitation Robots. BioRob (2020)
Guangzhi Tang, Neelesh Kumar, Konstantinos P. Michmizos
Reinforcement co-Learning of Deep and Spiking Neural Networks for Energy-Efficient Mapless Navigation with Neuromorphic Hardware. IROS (2020)
Guangzhi Tang, Neelesh Kumar, Raymond Yoo, Konstantinos P. Michmizos
Deep Reinforcement Learning with Population-Coded Spiking Neural Network for Continuous Control. CoRR (2020)
Ioannis Polykretis, Konstantinos P. Michmizos
An Astrocyte-Modulated Neuromorphic Central Pattern Generator for Hexapod Robot Locomotion on Intel's Loihi. CoRR (2020)
Leo Kozachkov, Konstantinos P. Michmizos
Sequence Learning in Associative Neuronal-Astrocytic Networks. BI (2020)
Guangzhi Tang, Neelesh Kumar, Raymond Yoo, Konstantinos P. Michmizos
Deep Reinforcement Learning with Population-Coded Spiking Neural Network for Continuous Control. CoRL (2020)
Praveenram Balachandar, Konstantinos P. Michmizos
A Spiking Neural Network Emulating the Structure of the Oculomotor System Requires No Learning to Control a Biomimetic Robotic Head. CoRR (2020)
Vladimir A. Ivanov, Ioannis E. Polykretis, Konstantinos P. Michmizos
Axonal Conduction Velocity Impacts Neuronal Network Oscillations. CoRR (2019)
Guangzhi Tang, Arpit Shah, Konstantinos P. Michmizos
Spiking Neural Network on Neuromorphic Hardware for Energy-Efficient Unidimensional SLAM. CoRR (2019)
Ioannis E. Polykretis, Vladimir A. Ivanov, Konstantinos P. Michmizos
Computational Astrocyence: Astrocytes encode inhibitory activity into the frequency and spatial extent of their calcium elevations. BHI (2019)
Guangzhi Tang, Arpit Shah, Konstantinos P. Michmizos
Spiking Neural Network on Neuromorphic Hardware for Energy-Efficient Unidimensional SLAM. IROS (2019)
Vladimir A. Ivanov, Ioannis E. Polykretis, Konstantinos P. Michmizos
Axonal Conduction Velocity Impacts Neuronal Network Oscillations. BHI (2019)
Ioannis E. Polykretis, Vladimir A. Ivanov, Konstantinos P. Michmizos
Computational Astrocyence: Astrocytes encode inhibitory activity into the frequency and spatial extent of their calcium elevations. CoRR (2019)
Guangzhi Tang, Ioannis E. Polykretis, Vladimir A. Ivanov, Arpit Shah, Konstantinos P. Michmizos
Introducing Astrocytes on a Neuromorphic Processor: Synchronization, Local Plasticity and Edge of Chaos. CoRR (2019)
Guangzhi Tang, Konstantinos P. Michmizos
Gridbot: An autonomous robot controlled by a Spiking Neural Network mimicking the brain's navigational system. CoRR (2018)
Ioannis Polykretis, Vladimir A. Ivanov, Konstantinos P. Michmizos
The Astrocytic Microdomain as a Generative Mechanism for Local Plasticity. BI (2018)
Kyriaki Kostoglou, Konstantinos P. Michmizos, Pantelis Stathis, Damianos Sakas, Konstantina S. Nikita, Georgios D. Mitsis
Classification and Prediction of Clinical Improvement in Deep Brain Stimulation From Intraoperative Microelectrode Recordings. IEEE Trans. Biomed. Eng. 64 (5) (2017)
Leo Kozachkov, Konstantinos P. Michmizos
The Causal Role of Astrocytes in Slow-Wave Rhythmogenesis: A Computational Modelling Study. CoRR (2017)
Konstantinos P. Michmizos, Blerta Lindqvist, Stephen Wong, Eric L. Hargreaves, Konstantinos Psychas, Georgios D. Mitsis, Shabbar F. Danish, Konstantina S. Nikita
Computational Neuromodulation: Future Challenges for Deep Brain Stimulation [Life Sciences]. IEEE Signal Process. Mag. 34 (2) (2017)
Hermano Igo Krebs, Konstantinos P. Michmizos, Linda Monterosso, Joelle Mast
Pediatric Anklebot: Pilot clinical trial. BioRob (2016)
Jeffrey C. Ames, Konstantinos P. Michmizos
A biologically inspired image classifier: Adaptive feature detection. EMBC (2016)
Roopeswar Kommalapati, Konstantinos P. Michmizos
Virtual reality for pediatric neuro-rehabilitation: Adaptive visual feedback of movement to engage the mirror neuron system. EMBC (2016)
Konstantinos P. Michmizos, Polytimi Frangou, Pantelis Stathis, Damianos Sakas, Konstantina S. Nikita
Beta-Band Frequency Peaks Inside the Subthalamic Nucleus as a Biomarker for Motor Improvement After Deep Brain Stimulation in Parkinson's Disease. IEEE J. Biomed. Health Informatics 19 (1) (2015)
Konstantinos P. Michmizos, Hermano Igo Krebs
Modeling reaction time in the ankle. BioRob (2014)