Papers

3

Total Citations

190

H-Index

2

About

E.G. Gryaznov is a researcher at the cutting edge of neuromorphic computing and memristive systems, with a focus on bridging biological neural networks with advanced nanoelectronic hardware. Their work spans biosensors, neuroprosthetics, and machine vision, positioning them as a notable contributor to the emerging field of brain-inspired computing architectures. Gryaznov's most influential contribution, "Neurohybrid Memristive CMOS-Integrated Systems for Biosensors and Neuroprosthetics" (2020), has garnered 183 citations, reflecting significant community interest in their vision of integrating living neural cultures with metal-oxide memristive devices and mixed-signal CMOS circuitry — a concept with profound implications for next-generation neural interfaces. Building on this foundation, their 2021 work introduced a hardware model of high-dimensional neurons designed to functionally simulate the human hippocampus using trainable memristive arrays, pushing the boundaries of biologically plausible computing. More recently, their 2023 paper explored neuromorphic machine vision through memristive-photosensor arrays, advancing the concept of in-sensor computing for compact, low-power visual processing systems. Gryaznov's research sits at a compelling intersection of neuroscience, materials science, and microelectronics, making their work essential reading for students and researchers interested in the future of neuromorphic hardware and neuroprosthetic technologies.

Research Focus

Key Achievements

2
H-Index
3
Papers
190
Total Citations
63
Avg Citations/Paper
🏆 Most Cited Paper
Neurohybrid Memristive CMOS-Integrated Systems for Biosensors and Neuroprosthetics
183 citations · 2020
📈 Most Prolific Year: 2020 (1 Papers)
🤝 Key Collaborators: 21
🏛 Institutions: N. I. Lobachevsky State University of Nizhny Novgorod, Institute of Physics and Technology

Top Papers

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Key Collaborators

Contact & Links

Available for collaboration
Content generated · 14 days ago