Konstantinos P. Michmizos

42 papers A* 1A 2Misc 1Journal 25Unranked 13

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	Sequential learning in neural decoders reveals interpretable neural representations. Neurocomputing Jack Klawitter, Konstantinos P. Michmizos
2023	J	`jnl`	An Interactive Framework for Visually Realistic 3D Motion Synthesis using Evolutionarily-trained Spiking Neural Networks. Proc. ACM Comput. Graph. Interact. Tech. Ioannis Polykretis, Aditi Patil, Mridul Aanjaneya, Konstantinos P. Michmizos
2023	J	`jnl`	NeuroBench: Advancing Neuromorphic Computing through Collaborative, Fair and Representative Benchmarking. CoRR Jason Yik, Soikat Hasan Ahmed, Zergham Ahmed, Brian Anderson, Andreas G. Andreou, Chiara Bartolozzi, Arindam Basu, Douwe den Blanken, Petrut Bogdan, Sander M. Bohté, Younes Bouhadjar, Sonia M. Buckley, Gert Cauwenberghs, Federico Corradi, Guido de Croon, Andreea Danielescu, Anurag Reddy Daram, Mike Davies, Yigit Demirag, Jason Eshraghian, Jeremy Forest, Steve B. Furber, P. Michael Furlong, Aditya Gilra, Giacomo Indiveri, Siddharth Joshi, Vedant Karia, Lyes Khacef, James C. Knight, Laura Kriener, Rajkumar Kubendran, Dhireesha Kudithipudi, Gregor Lenz, Rajit Manohar, Christian Mayr, Konstantinos P. Michmizos, Dylan R. Muir, Emre Neftci, Thomas Nowotny, Fabrizio Ottati, Ayça Özcelikkale, Noah Pacik-Nelson, Priyadarshini Panda, Pao-Sheng Sun, Melika Payvand, Christian Pehle, Mihai A. Petrovici, Christoph Posch, Alpha Renner, Yulia Sandamirskaya, Clemens JS Schaefer, André van Schaik, Johannes Schemmel, Catherine D. Schuman, Jae-sun Seo, Sumit Bam Shrestha, Manolis Sifalakis, Amos Sironi, Kenneth Michael Stewart, Terrence C. Stewart, Philipp Stratmann, Guangzhi Tang, Jonathan Timcheck, Marian Verhelst, Craig M. Vineyard, Bernhard Vogginger, Amirreza Yousefzadeh, Biyan Zhou, Fatima Tuz Zohora, Charlotte Frenkel, Vijay Janapa Reddi
2022	J	`jnl`	Astrocytes Learn to Detect and Signal Deviations From Critical Brain Dynamics. Neural Comput. Vladimir A. Ivanov, Konstantinos P. Michmizos
2022	J	`jnl`	Decoding EEG With Spiking Neural Networks on Neuromorphic Hardware. Trans. Mach. Learn. Res. Neelesh Kumar, Guangzhi Tang, Raymond Yoo, Konstantinos P. Michmizos
2022	J	`jnl`	The role of astrocytes in place cell formation: A computational modeling study. J. Comput. Neurosci. Ioannis Polykretis, Konstantinos P. Michmizos
2021	J	`jnl`	BioGrad: Biologically Plausible Gradient-Based Learning for Spiking Neural Networks. CoRR Guangzhi Tang, Neelesh Kumar, Ioannis Polykretis, Konstantinos P. Michmizos
2021	A*	`conf`	Increasing Liquid State Machine Performance with Edge-of-Chaos Dynamics Organized by Astrocyte-modulated Plasticity. NeurIPS Vladimir A. Ivanov, Konstantinos P. Michmizos
2021	J	`jnl`	Increasing Liquid State Machine Performance with Edge-of-Chaos Dynamics Organized by Astrocyte-modulated Plasticity. CoRR Vladimir A. Ivanov, Konstantinos P. Michmizos
2020	—	`conf`	A Spiking Neural Network Emulating the Structure of the Oculomotor System Requires No Learning to Control a Biomimetic Robotic Head. BioRob Praveenram Balachandar, Konstantinos P. Michmizos
2020	J	`jnl`	A Spiking Neural Network Emulating the Structure of the Oculomotor System Requires No Learning to Control a Biomimetic Robotic Head. CoRR Praveenram Balachandar, Konstantinos P. Michmizos
2020	—	`conf`	An Astrocyte-Modulated Neuromorphic Central Pattern Generator for Hexapod Robot Locomotion on Intel's Loihi. ICONS Ioannis Polykretis, Guangzhi Tang, Konstantinos P. Michmizos
2020	J	`jnl`	An Astrocyte-Modulated Neuromorphic Central Pattern Generator for Hexapod Robot Locomotion on Intel's Loihi. CoRR Ioannis Polykretis, Konstantinos P. Michmizos
2020	—	`conf`	Deep Learning of Movement Intent and Reaction Time for EEG-informed Adaptation of Rehabilitation Robots. BioRob Neelesh Kumar, Konstantinos P. Michmizos
2020	J	`jnl`	Deep Learning of Movement Intent and Reaction Time for EEG-informed Adaptation of Rehabilitation Robots. CoRR Neelesh Kumar, Konstantinos P. Michmizos
2020	Misc	`conf`	Deep Reinforcement Learning with Population-Coded Spiking Neural Network for Continuous Control. CoRL Guangzhi Tang, Neelesh Kumar, Raymond Yoo, Konstantinos P. Michmizos
2020	J	`jnl`	Deep Reinforcement Learning with Population-Coded Spiking Neural Network for Continuous Control. CoRR Guangzhi Tang, Neelesh Kumar, Raymond Yoo, Konstantinos P. Michmizos
2020	—	`conf`	Machine Learning for Motor Learning: EEG-based Continuous Assessment of Cognitive Engagement for Adaptive Rehabilitation Robots. BioRob Neelesh Kumar, Konstantinos P. Michmizos
2020	J	`jnl`	Machine Learning for Motor Learning: EEG-based Continuous Assessment of Cognitive Engagement for Adaptive Rehabilitation Robots. CoRR Neelesh Kumar, Konstantinos P. Michmizos
2020	—	`conf`	Real-time Mapping on a Neuromorphic Processor. NICE Guangzhi Tang, Konstantinos P. Michmizos
2020	A	`conf`	Reinforcement co-Learning of Deep and Spiking Neural Networks for Energy-Efficient Mapless Navigation with Neuromorphic Hardware. IROS Guangzhi Tang, Neelesh Kumar, Konstantinos P. Michmizos
2020	J	`jnl`	Reinforcement co-Learning of Deep and Spiking Neural Networks for Energy-Efficient Mapless Navigation with Neuromorphic Hardware. CoRR Guangzhi Tang, Neelesh Kumar, Konstantinos P. Michmizos
2020	—	`conf`	Sequence Learning in Associative Neuronal-Astrocytic Networks. BI Leo Kozachkov, Konstantinos P. Michmizos
2019	—	`conf`	Axonal Conduction Velocity Impacts Neuronal Network Oscillations. BHI Vladimir A. Ivanov, Ioannis E. Polykretis, Konstantinos P. Michmizos
2019	J	`jnl`	Axonal Conduction Velocity Impacts Neuronal Network Oscillations. CoRR Vladimir A. Ivanov, Ioannis E. Polykretis, Konstantinos P. Michmizos
2019	—	`conf`	Computational Astrocyence: Astrocytes encode inhibitory activity into the frequency and spatial extent of their calcium elevations. BHI Ioannis E. Polykretis, Vladimir A. Ivanov, Konstantinos P. Michmizos
2019	J	`jnl`	Computational Astrocyence: Astrocytes encode inhibitory activity into the frequency and spatial extent of their calcium elevations. CoRR Ioannis E. Polykretis, Vladimir A. Ivanov, Konstantinos P. Michmizos
2019	J	`jnl`	Introducing Astrocytes on a Neuromorphic Processor: Synchronization, Local Plasticity and Edge of Chaos. CoRR Guangzhi Tang, Ioannis E. Polykretis, Vladimir A. Ivanov, Arpit Shah, Konstantinos P. Michmizos
2019	A	`conf`	Spiking Neural Network on Neuromorphic Hardware for Energy-Efficient Unidimensional SLAM. IROS Guangzhi Tang, Arpit Shah, Konstantinos P. Michmizos
2019	J	`jnl`	Spiking Neural Network on Neuromorphic Hardware for Energy-Efficient Unidimensional SLAM. CoRR Guangzhi Tang, Arpit Shah, Konstantinos P. Michmizos
2018	J	`jnl`	Gridbot: An autonomous robot controlled by a Spiking Neural Network mimicking the brain's navigational system. CoRR Guangzhi Tang, Konstantinos P. Michmizos
2018	J	`jnl`	Maturation Trajectories of Cortical Resting-State Networks Depend on the Mediating Frequency Band. CoRR Sheraz Khan, Javeria Hashmi, Fahimeh Mamashli, Konstantinos P. Michmizos, Manfred G. Kitzbichler, Hari M. Bharadwaj, Yousra Bekhti, Santosh Ganesan, Keri A. Garel, Susan L. Whitfield-Gabrieli, Randy L. Gollub, Jian Kong, Lucia Maria Vaina, Kunjan D. Rana, Steven M. Stufflebeam, Matti S. Hämäläinen, Tal Kenet
2018	J	`jnl`	Maturation trajectories of cortical resting-state networks depend on the mediating frequency band. NeuroImage Sheraz Khan, Javeria Hashmi, Fahimeh Mamashli, Konstantinos P. Michmizos, Manfred G. Kitzbichler, Hari M. Bharadwaj, Yousra Bekhti, Santosh Ganesan, Keri A. Garel, Susan L. Whitfield-Gabrieli, Randy L. Gollub, Jian Kong, Lucia Maria Vaina, Kunjan D. Rana, Steven M. Stufflebeam, Matti S. Hämäläinen, Tal Kenet
2018	—	`conf`	The Astrocytic Microdomain as a Generative Mechanism for Local Plasticity. BI Ioannis Polykretis, Vladimir A. Ivanov, Konstantinos P. Michmizos
2017	J	`jnl`	Classification and Prediction of Clinical Improvement in Deep Brain Stimulation From Intraoperative Microelectrode Recordings. IEEE Trans. Biomed. Eng. Kyriaki Kostoglou, Konstantinos P. Michmizos, Pantelis Stathis, Damianos Sakas, Konstantina S. Nikita, Georgios D. Mitsis
2017	J	`jnl`	Computational Neuromodulation: Future Challenges for Deep Brain Stimulation [Life Sciences]. IEEE Signal Process. Mag. Konstantinos P. Michmizos, Blerta Lindqvist, Stephen Wong, Eric L. Hargreaves, Konstantinos Psychas, Georgios D. Mitsis, Shabbar F. Danish, Konstantina S. Nikita
2017	J	`jnl`	The Causal Role of Astrocytes in Slow-Wave Rhythmogenesis: A Computational Modelling Study. CoRR Leo Kozachkov, Konstantinos P. Michmizos
2016	—	`conf`	A biologically inspired image classifier: Adaptive feature detection. EMBC Jeffrey C. Ames, Konstantinos P. Michmizos
2016	—	`conf`	Pediatric Anklebot: Pilot clinical trial. BioRob Hermano Igo Krebs, Konstantinos P. Michmizos, Linda Monterosso, Joelle Mast
2016	—	`conf`	Virtual reality for pediatric neuro-rehabilitation: Adaptive visual feedback of movement to engage the mirror neuron system. EMBC Roopeswar Kommalapati, Konstantinos P. Michmizos
2015	J	`jnl`	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 Konstantinos P. Michmizos, Polytimi Frangou, Pantelis Stathis, Damianos Sakas, Konstantina S. Nikita
2014	—	`conf`	Modeling reaction time in the ankle. BioRob Konstantinos P. Michmizos, Hermano Igo Krebs