Automatic intra-operative localization of STN using the beta band frequencies of microelectrode recordings. - Kostis P. Michmizos 001; Georgios L. Tagaris; Damianos E. Sakas; Konstantina S. Nikita (BIBE, 2008)

Local field potential driven Izhikevich model predicts a subthalamic nucleus neuron activity. - Kostis P. Michmizos 001; Konstantina S. Nikita (EMBC, 2011)

Addition of deep brain stimulation signal to a local field potential driven Izhikevich model masks the pathological firing pattern of an STN neuron. - Kostis P. Michmizos 001; Konstantina S. Nikita (EMBC, 2011)

Prediction of the Parkinsonian subthalamic nucleus spike activity from local field potentials using nonlinear dynamic models. - Kyriaki Kostoglou; Kostis P. Michmizos 001; Pantelis Stathis; Damianos Sakas; Konstantina S. Nikita; Georgios D. Mitsis (BIBE, 2012)

Parameter identification for a local field potential driven model of the Parkinsonian subthalamic nucleus spike activity. - Kostis P. Michmizos 001; Damianos Sakas; Konstantina S. Nikita (Neural Networks, 2012)

Prediction of the Timing and the Rhythm of the Parkinsonian Subthalamic Nucleus Neural Spikes Using the Local Field Potentials. - Kostis P. Michmizos 001; Damianos Sakas; Konstantina S. Nikita (IEEE Trans. Inf. Technol. Biomed., 2012)

Modeling reaction time in the ankle. - Konstantinos P. Michmizos 001; Hermano Igo Krebs (BioRob, 2014)

Beta-Band Frequency Peaks Inside the Subthalamic Nucleus as a Biomarker for Motor Improvement After Deep Brain Stimulation in Parkinson's Disease. - Konstantinos P. Michmizos 001; Polytimi Frangou; Pantelis Stathis; Damianos Sakas; Konstantina S. Nikita (IEEE J. Biomed. Health Informatics, 2015)

Pediatric Anklebot: Pilot clinical trial. - Hermano Igo Krebs; Konstantinos P. Michmizos 001; Linda Monterosso; Joelle Mast (BioRob, 2016)

A biologically inspired image classifier: Adaptive feature detection. - Jeffrey C. Ames; Konstantinos P. Michmizos 001 (EMBC, 2016)

Virtual reality for pediatric neuro-rehabilitation: Adaptive visual feedback of movement to engage the mirror neuron system. - Roopeswar Kommalapati; Konstantinos P. Michmizos 001 (EMBC, 2016)

The Causal Role of Astrocytes in Slow-Wave Rhythmogenesis: A Computational Modelling Study. - Leo Kozachkov; Konstantinos P. Michmizos 001 (CoRR, 2017)

Computational Neuromodulation: Future Challenges for Deep Brain Stimulation [Life Sciences]. - Konstantinos P. Michmizos 001; Blerta Lindqvist; Stephen Wong; Eric L. Hargreaves; Konstantinos Psychas; Georgios D. Mitsis; Shabbar F. Danish; Konstantina S. Nikita (IEEE Signal Process. Mag., 2017)

Classification and Prediction of Clinical Improvement in Deep Brain Stimulation From Intraoperative Microelectrode Recordings. - Kyriaki Kostoglou; Konstantinos P. Michmizos 001; Pantelis Stathis; Damianos Sakas; Konstantina S. Nikita; Georgios D. Mitsis (IEEE Trans. Biomed. Eng., 2017)

The Astrocytic Microdomain as a Generative Mechanism for Local Plasticity. - Ioannis Polykretis; Vladimir A. Ivanov; Konstantinos P. Michmizos 001 (BI, 2018)

Gridbot: An autonomous robot controlled by a Spiking Neural Network mimicking the brain's navigational system. - Guangzhi Tang; Konstantinos P. Michmizos 001 (CoRR, 2018)

Maturation trajectories of cortical resting-state networks depend on the mediating frequency band. - Sheraz Khan 002; Javeria Hashmi; Fahimeh Mamashli; Konstantinos P. Michmizos 001; Manfred G. Kitzbichler; Hari M. Bharadwaj; Yousra Bekhti; Santosh Ganesan; Keri A. Garel; Susan L. Whitfield-Gabrieli; Randy L. Gollub; Jian Kong; et al. (NeuroImage, 2018)

Axonal Conduction Velocity Impacts Neuronal Network Oscillations. - Vladimir A. Ivanov; Ioannis E. Polykretis; Konstantinos P. Michmizos 001 (BHI, 2019)

Computational Astrocyence: Astrocytes encode inhibitory activity into the frequency and spatial extent of their calcium elevations. - Ioannis E. Polykretis; Vladimir A. Ivanov; Konstantinos P. Michmizos 001 (BHI, 2019)

Spiking Neural Network on Neuromorphic Hardware for Energy-Efficient Unidimensional SLAM. - Guangzhi Tang; Arpit Shah; Konstantinos P. Michmizos 001 (IROS, 2019)

Introducing Astrocytes on a Neuromorphic Processor: Synchronization, Local Plasticity and Edge of Chaos. - Guangzhi Tang; Ioannis E. Polykretis; Vladimir A. Ivanov; Arpit Shah; Konstantinos P. Michmizos 001 (CoRR, 2019)

A Spiking Neural Network Emulating the Structure of the Oculomotor System Requires No Learning to Control a Biomimetic Robotic Head. - Praveenram Balachandar; Konstantinos P. Michmizos 001 (BioRob, 2020)

Machine Learning for Motor Learning: EEG-based Continuous Assessment of Cognitive Engagement for Adaptive Rehabilitation Robots. - Neelesh Kumar; Konstantinos P. Michmizos 001 (BioRob, 2020)

Deep Learning of Movement Intent and Reaction Time for EEG-informed Adaptation of Rehabilitation Robots. - Neelesh Kumar; Konstantinos P. Michmizos 001 (BioRob, 2020)

Sequence Learning in Associative Neuronal-Astrocytic Networks. - Leo Kozachkov; Konstantinos P. Michmizos 001 (BI, 2020)

Deep Reinforcement Learning with Population-Coded Spiking Neural Network for Continuous Control. - Guangzhi Tang; Neelesh Kumar; Raymond Yoo; Konstantinos P. Michmizos 001 (CoRL, 2020)

An Astrocyte-Modulated Neuromorphic Central Pattern Generator for Hexapod Robot Locomotion on Intel's Loihi. - Ioannis Polykretis; Guangzhi Tang; Konstantinos P. Michmizos 001 (ICONS, 2020)

Reinforcement co-Learning of Deep and Spiking Neural Networks for Energy-Efficient Mapless Navigation with Neuromorphic Hardware. - Guangzhi Tang; Neelesh Kumar; Konstantinos P. Michmizos 001 (IROS, 2020)

Real-time Mapping on a Neuromorphic Processor. - Guangzhi Tang; Konstantinos P. Michmizos 001 (NICE, 2020)

An Astrocyte-Modulated Neuromorphic Central Pattern Generator for Hexapod Robot Locomotion on Intel's Loihi. - Ioannis Polykretis; Konstantinos P. Michmizos 001 (CoRR, 2020)

Increasing Liquid State Machine Performance with Edge-of-Chaos Dynamics Organized by Astrocyte-modulated Plasticity. - Vladimir A. Ivanov; Konstantinos P. Michmizos 001 (NeurIPS, 2021)

BioGrad: Biologically Plausible Gradient-Based Learning for Spiking Neural Networks. - Guangzhi Tang; Neelesh Kumar; Ioannis Polykretis; Konstantinos P. Michmizos 001 (CoRR, 2021)

The role of astrocytes in place cell formation: A computational modeling study. - Ioannis Polykretis; Konstantinos P. Michmizos 001 (J. Comput. Neurosci., 2022)

Astrocytes Learn to Detect and Signal Deviations From Critical Brain Dynamics. - Vladimir A. Ivanov; Konstantinos P. Michmizos 001 (Neural Comput., 2022)

Decoding EEG With Spiking Neural Networks on Neuromorphic Hardware. - Neelesh Kumar; Guangzhi Tang; Raymond Yoo; Konstantinos P. Michmizos 001 (Trans. Mach. Learn. Res., 2022)

NeuroBench: Advancing Neuromorphic Computing through Collaborative, Fair and Representative Benchmarking. - 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; et al. (CoRR, 2023)

An Interactive Framework for Visually Realistic 3D Motion Synthesis using Evolutionarily-trained Spiking Neural Networks. - Ioannis Polykretis; Aditi Patil; Mridul Aanjaneya; Konstantinos P. Michmizos 001 (Proc. ACM Comput. Graph. Interact. Tech., 2023)