Increasing Liquid State Machine Performance with Edge-of-Chaos Dynamics Organized by Astrocyte-modulated Plasticity V Ivanov, K Michmizos Advances in Neural Information Processing Systems 34, 25703-25719, 2021 | 24 | 2021 |
Introducing astrocytes on a neuromorphic processor: Synchronization, local plasticity and edge of chaos G Tang, IE Polykretis, VA Ivanov, A Shah, KP Michmizos Proceedings of the 7th Annual Neuro-inspired Computational Elements Workshop …, 2019 | 15 | 2019 |
A Neural-Astrocytic Network Architecture: Astrocytic calcium waves modulate synchronous neuronal activity I Polykretis, V Ivanov, KP Michmizos Proceedings of the International Conference on Neuromorphic Systems, 1-8, 2018 | 13 | 2018 |
Sag-vae: End-to-end joint inference of data representations and feature relations C Wang, C Deng, V Ivanov 2020 International Joint Conference on Neural Networks (IJCNN), 1-9, 2020 | 6 | 2020 |
The astrocytic microdomain as a generative mechanism for local plasticity I Polykretis, V Ivanov, KP Michmizos International Conference on Brain Informatics, 153-162, 2018 | 5 | 2018 |
Axonal Conduction Velocity Impacts Neuronal Network Oscillations VA Ivanov, IE Polykretis, KP Michmizos 2019 IEEE EMBS International Conference on Biomedical & Health Informatics …, 2019 | 4 | 2019 |
Computational Astrocyence: Astrocytes encode inhibitory activity into the frequency and spatial extent of their calcium elevations IE Polykretis, VA Ivanov, KP Michmizos 2019 IEEE EMBS International Conference on Biomedical & Health Informatics …, 2019 | 4 | 2019 |
Astrocytes Learn to Detect and Signal Deviations From Critical Brain Dynamics VA Ivanov, KP Michmizos Neural Computation 34 (10), 2047-2074, 2022 | 1 | 2022 |
Non-neuronal computational principles for increased performance in brain-inspired networks VA Ivanov Rutgers University-School of Graduate Studies, 2022 | | 2022 |