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Vladimir A Ivanov
Vladimir A Ivanov
Postdoctoral Machine Learning Research Fellow at Nexilico, Inc.
Verified email at rutgers.edu
Title
Cited by
Cited by
Year
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
242021
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
152019
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
132018
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
62020
The astrocytic microdomain as a generative mechanism for local plasticity
I Polykretis, V Ivanov, KP Michmizos
International Conference on Brain Informatics, 153-162, 2018
52018
Axonal Conduction Velocity Impacts Neuronal Network Oscillations
VA Ivanov, IE Polykretis, KP Michmizos
2019 IEEE EMBS International Conference on Biomedical & Health Informatics …, 2019
42019
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
42019
Astrocytes Learn to Detect and Signal Deviations From Critical Brain Dynamics
VA Ivanov, KP Michmizos
Neural Computation 34 (10), 2047-2074, 2022
12022
Non-neuronal computational principles for increased performance in brain-inspired networks
VA Ivanov
Rutgers University-School of Graduate Studies, 2022
2022
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