Smart And Neuromorfic Biointerfacing Systems
Contact person: Erokhin Victor
Publications

 

Neuromorphic systems and artificial intelligence

  1. Anna N. Matsukatova, Nikita V. Prudnikov, Vsevolod A. Kulagin, Silvia Battistoni, ..., Simone Luigi Marasso, Sergey N. Chvalun, Vyacheslav A. Demin, Andrey V. Emelyanov, Victor Erokhin (2023) Combination of Organic-Based Reservoir Computing and Spiking Neuromorphic Systems for a Robust and Efficient Pattern Classification, Advanced Intelligent Systems , https://doi.org/10.1002/aisy.202200407
  2. Masaev DN, Suleimanova AA, Prudnikov NV, Serenko MV, Emelyanov AV, Demin VA, Lavrov IA, Talanov MO and Erokhin VV (2023) Memristive circuit-based model of central pattern generator to reproduce spinal neuronal activity in walking pattern. Front. Neurosci. 17:1124950. doi: 10.3389/fnins.2023.1124950
  3. Silvia Battistoni, Rocco Carcione, Emanuela Tamburri, Victor Erokhin, Maria Letizia Terranova, Salvatore Iannotta (2023) A Ti-Doped Chemical Vapor Deposition Diamond Device as Artificial Synapse for Neuromorphic Application, Advanced Materials Technologies https://doi.org/10.1002/admt.202201555
  4. R. Sajapin, D. Vurro, P. D'Angelo, G. Tarabella, S. Marasso, M. Cocuzza, M. Botti, M. Buttrini, A. Calderaro, T. Berzina, S. Iannotta (2022) Aerosol Jet Printed Organic Memristive Microdevices based on a Chitosan:PANI Composite Conductive Channel ACS Applied Electronic Materials, https://doi.org/10.1021/acsaelm.2c01047
  5. Erokhin, V. (2022). Fundamentals of Organic Neuromorphic Systems. Springer. https://doi.org/10.1007/978-3-030-79492-7 
  6. Prudnikov, N. V., Malakhova, Y. N., Barteneva, V. M., Skorotetcky, M. S., Borshchev, O. V., Demin, V. A., & Erokhin, V. V. (2022). Study of memristive devices on the base of siloxane quatrothiophene dimer. AIP Conference Proceedings , 2390(1), 020061.  https://doi.org/10.1063/5.0069489
  7. Prudnikov, N. V., Malakhova, Y. N., Emelyanov, A. V., Borshchev, O. V., Skorotetcky, M. S., Polinskaya, M. S., ... & Erokhin, V. V. (2021). Pulse Programming of Resistive States of a Benzothieno [3, 2‐B][1]‐Benzothiophene‐Based Organic Memristive Device with High Endurance. physica status solidi (RRL)–Rapid Research Letters, 2100471. https://doi.org/10.1002/pssr.202100471 
  8. Suleimanova, A. A., Talanov, M. O., Masaev, D. N., Prudnikov, N. V., Borshchev, O. V., Polinskaya, M. S., ... & Erokhin, V. V. (2021). Simulation of a Central Pattern Generator Using Memristive Devices. Nanobiotechnology Reports, 16(6), 755-760. https://doi.org/10.1134/S2635167621060240
  9. Battistoni, S., Cocuzza, M., Marasso, S. L., Verna, A., & Erokhin, V. (2021). The Role of the Internal Capacitance in Organic Memristive Device for Neuromorphic and Sensing Applications. Advanced Electronic Materials, 2100494.https://doi.org/10.1002/aelm.202100494
  10. Gerasimov, Y., Zykov, E., Prudnikov, N., Talanov, M., Toschev, A., & Erokhin, V. (2021). On the organic memristive device resistive switching efficacy. Chaos, Solitons & Fractals, 143, 110549. https://doi.org/10.1016/j.chaos.2020.110549 
  11. A. Mikhaylov, A. Pimashkin, Y. Pigareva, S. Gerasimova, E. Gryaznov, S. Shchanikov, A. Zuev, M. Talanov, I. Lavrov, V. Demin, V. Erokhin, S. Lobov, I. Mukhina, V. Kazantsev, H. Wu, and B. Spagnolo, “Neurohybrid Memristive CMOS-Integrated Systems for Biosensors and Neuroprosthetics”, Frontiers in Neuroscience, 14, 358 (2020). https://doi.org/10.3389/fnins.2020.00358
  12. Battistoni, S. (2020). Organic memristive devices for neuromorphic applications. BioNanoScience, 1-5. https://doi.org/10.1007/s12668-020-00808-z 
  13. V. Erokhin, “Memristive devices for neuromorphic applications: Comparative analysis”, BioNanocience, 10, 834-847 (2020). https://doi.org/10.1007/s12668-020-00795-1
  14. D.A. Lapkin, A.N. Korovin, S.N. Malakhov, A.V. Emelyanov, V.A. Demin, and V. Erokhin, “Optical Monitoring of the Resistive States of a Polyaniline‐Based Memristive Device”, Advanced Electronic Materials, 6, 2000511 (2020). https://doi.org/10.1002/aelm.202000511 
  15. N.V. Prudnikov, D.A. Lapkin, A.V. Emelyanov, A.A. Minnekhanov, Y.N. Malakhova, S.N Chvalun, V.A. Demin, and V. Erokhin, “Associative STDP-like learning of neuromorphic circuits based on polyaniline memristive microdevices”, Journal of Physics D: Applied Physics, 53, 414001 (2020). https://doi.org/10.1088/1361-6463/ab9262
  16. S. Battistoni, R. Sajapin, V. Erokhin, A. Verna, M. Cocuzza, S.L. Marasso, and S. Iannotta, “Effects of noise sourcing on organic memristive devices”, Chaos, Solitons & Fractals, 141, 110319 (2020). https://doi.org/10.1016/j.chaos.2020.110319
  17. S. Battistoni, A. Verna, S.L. Marasso, M. Cocuzza, and V. Erokhin, "On the Interpretation of Hysteresis Loop for Electronic and Ionic Currents in Organic Memristive Devices", physica status solidi (a), 1900985 (2020). https://doi.org/10.1002/pssa.201900985
  18. A. Cifarelli, T. Berzina, A. Parisini, and S. Iannotta, "Memristive response and electrochemical processes in polyaniline based organic devices", Organic Electronics, 83, 105757 (2020). https://doi.org/10.1016/j.orgel.2020.105757
  19. A.A. Minnekhanov, A.V. Emelyanov, D.A. Lapkin, K.E. Nikiruy, B.S. Shvetsov, A.A. Nesmelov, V.V. Rylkov, V.A. Demin, and V.V.Erokhin, "Parylene based memristive devices with multilevel resistive switching for neuromorphic applications", Scientific Reports, 9, 10800 (2019).  https://doi.org/10.1038/s41598-019-47263-9
  20. S. Battistoni, C. Peruzzi, A. Verna, S.L. Marasso, M. Cocuzza, V. Erokhin, and S. Iannotta, "Synaptic response in organic electrochemical transistor gated by a graphene electrode", Flexible and Printed Electronics, 4(4), 044002 (2019). https://doi.org/10.1088/2058-8585/ab4dce
  21. S. Battistoni, V. Erokhin, and S. Iannotta, "Frequency driven organic memristive devices for neuromorphic short and long term plasticity", Organic Electronics, 65, 434-438 (2019). https://doi.org/10.1016/j.orgel.2018.11.033
  22. E. Juzekaeva, A. Nasretdinov, S. Battistoni, T. Berzina, S. Iannotta, R. Khazipov, V. Erokhin, and M. Mukhtarov, "Coupling cortical neurons through electronic memristive synapse", Advanced Materials Technologies, 4, 1800350 (2019). https://doi.org/10.1002/admt.201800350
  23. S. Battistoni, V. Erokhin, and S. Iannotta, "Organic memristive devices for perceptron applications", Journal of Physics D: Applied Physics, 51, 284002 (2018). https://doi.org/10.1088/1361-6463/aac98f
  24. D.A. Lapkin, A.V. Emelyanov, V.A. Demin, V.V. Erokhin, L.A. Feigin, P.K. Kashkarov, and M.V. Kovalchuk, "Polyaniline-based memristive microdevice with high switching rate and endurance", Applied Physics Letters, 112, 043302 (2018). https://doi.org/10.1063/1.5013929
  25. A. Cifarelli, A. Parisini, T. Berzina, and S. Iannotta, "Organic memristive element with Chitosan as solid polyelectrolyte", Microelectronic Engineering, 193, 65-70 (2018). https://doi.org/10.1016/j.mee.2018.02.024
  26. A. Cifarelli, A. Parisini, S. Iannotta, and T. Berzina, "Organic memristive devices based on pectin as a solid polyelectrolyte", Microelectronic Engineering, 185-186, 55-60 (2018). https://doi.org/10.1016/j.mee.2017.11.001
  27. D.A. Lapkin, A.V. Emelyanov, V.A. Demin, T. Berzina, and V.V. Erokhin, "Spike-timing-dependent plasticity of polyaniline-based memristive element", Microelectronic Engineering, 185-186, 43-47 (2018). https://doi.org/10.1016/j.mee.2017.10.017
  28. T. Berzina, A. Dimontea, A. Adamatzky, V. Erokhin, and S. Iannotta, "Biolithography: Slime mould patterning of polyaniline", Applied Surface Science, 435, 1344-1350 (2018). https://doi.org/10.1016/j.apsusc.2017.11.162
  29. S. Battistoni, V. Erokhin, and S. Iannotta, "Emulation with organic memristive devices of impairment of LTP mechanism in neurodegenerative disease pathology", Neural Plasticity, 2017, 6090312 (2017). https://doi.org/10.1155/2017/6090312
  30. A.V. Emelyanov, D.A. Lapkin, V.A. Demin, V.V. Erokhin, S. Battistoni, G. Baldi, A. Dimonte, A.N. Korovin, S. Iannotta, P.K. Kashkarov, and M.V. Kovalchuk, "First step towards the realization of a double layer perceptron based on organic memristive devices", AIP Advances, 6, 111301 (2016). https://doi.org/10.1063/1.4966257
  31. S. Battistoni, A. Dimonte, and V. Erokhin, "Spectrophotometric characterization of organic memristive devices", Organic Electronics, 38, 79-83 (2016). https://doi.org/10.1016/j.orgel.2016.08.004
  32. A. Cifarelli, T. Berzina, A. Parisini, V. Erokhin, and S. Iannotta, "Polysaccarides-based gels and solid-state electronic devices with memresistive properties: Synergy between polyaniline electrochemistry and biology", AIP Advances​​​​​​, 6, 111302 (2016). https://doi.org/10.1063/1.4966559

Bioelectronics and Bioinformatics systems

  1. M. Parmeggiani, A. Ballesio, S. Battistoni, R. Carcione, M. Cocuzza, P. D'Angelo, V. Erokhin, S.L. Marasso, G. Rinaldi, G. Tarabella, D. Vurro, C.F. Pirri, Organic bioelectronics development in Italy: a review", Micromachines, 2023, 14, 60, doi:10.3390/mi14020460
  2. Luca Montaina, Rocco Carcione, Francesca Pescosolido, Manuela Montalto, Silvia Battistoni, and Emanuela Tamburri, Three-Dimensional-Printed Polyethylene Glycol Diacrylate-Polyaniline Composites by In Situ Aniline Photopolymerization: An Innovative Biomaterial for Electrocardiogram Monitoring Systems, ACS Appl. Electron. Mater https://doi.org/10.1021/acsaelm.2c01181
  3. M. Segantini, A. Ballesio, G. Palmara, P. Zaccagnini, F. Frascella, G. Garzone, S. L. Marasso, M. Cocuzza, M. Parmeggiani (2022). Investigation and modeling of the electrical bias stress in Electrolyte-Gated Organic Transistors,Adv. Electron. Mater., 2101332, doi:10.1002/aelm.202101332 
  4. Segantini, M., Parmeggiani, M., Ballesio, A., Palmara, G., Frascella, F., Marasso, S. L., & Cocuzza, M. (2022). Design of a Portable Microfluidic Platform for EGOT-Based in Liquid Biosensing. Sensors, 22(3), 969. https://doi.org/10.3390/s22030969
  5. Preziosi, V., Barra, M., Tomaiuolo, G., D’Angelo, P., Marasso, S. L., Verna, A., ... & Guido, S. (2022). Organic electrochemical transistors as novel biosensing platforms to study the electrical response of whole blood and plasma. Journal of Materials Chemistry B, 10(1), 87-95. https://doi.org/10.1039/D1TB01584B
  6. D’Angelo, P., Barra, M., Lombari, P., Coppola, A., Vurro, D., Tarabella, G., ... & Ingrosso, D. (2021). Homocysteine Solution-Induced Response in Aerosol Jet Printed OECTs by Means of Gold and Platinum Gate Electrodes. International journal of molecular sciences, 22(21), 11507. https://doi.org/10.3390/ijms222111507
  7. Foresti, R., Ghezzi, B., Vettori, M., Bergonzi, L., Attolino, S., Rossi, S., Tarabella, G., Vurro, D., von Zeppelin, D., Iannotta, S. and Zappettini, A. (2021). 3D printed masks for powders and viruses safety protection using food grade polymers: Empirical tests. Polymers, 13(4), 617. https://doi.org/10.3390/polym13040617
  8. Politi, S., Battistoni, S., Carcione, R., Montaina, L., Macis, S., Lupi, S., & Tamburri, E. (2021). PANI‐Modified Ti‐Doped CVD Diamond As Promising Conductive Platform to Mimic Bioelectricity Functions. Advanced Materials Interfaces, 8(24), 2101401.https://doi.org/10.1002/admi.202101401 
  9. Peruzzi, C., Battistoni, S., Montesarchio, D., Cocuzza, M., Marasso, S. L., Verna, A., ... & Iannotta, S. (2021). Interfacing aptamers, nanoparticles and graphene in a hierarchical structure for highly selective detection of biomolecules in OECT devices. Scientific reports, 11(1), 1-11.https://doi.org/10.1038/s41598-021-88546-4
  10. Bertana, V., Scordo, G., Parmeggiani, M., Scaltrito, L., Ferrero, S., Gomez, M. G., ... & Marasso, S. L. (2020). Rapid prototyping of 3D Organic Electrochemical Transistors by composite photocurable resin. Scientific Reports, 10(1), 1-11. https://doi.org/10.1038/s41598-020-70365-8
  11. G.Tarabella, D.Vurro, S. Lai, P. D’Angelo, L. Ascari, and S. Iannotta, "Aerosol jet printing of PEDOT:PSS for large area flexible electronics", Flexible and Printed Electronics, 5, 014005 (2020). https://doi.org/10.1088/2058-8585/ab61c4
  12. P. D'Angelo, S.L. Marasso, A. Verna, A. Ballesio, M. Parmeggiani, A. Sanginario, G. Tarabella, D. Demarchi, C.F. Pirri, M. Cocuzza, and S. Iannotta, "Scaling Organic Electrochemical Transistors Down to Nanosized Channels", Small, 15(41), 1902332 (2019). https://doi.org/10.1002/smll.201902332 
  13. P. D'Angelo, G. Tarabella, A. Romeo, S.L. Marasso, A. Verna, M. Cocuzza, C. Peruzzi, D. Vurro, and S. Iannotta, "PEDOT:PSS morpho-structure and ion-to-electron transduction/amplification mechanisms in Organic Electrochemical Transistors", Materials, 12(1),9 (2019). https://doi.org/10.3390/ma12010009
  14. G. Tarabella, S.L. Marasso, V. Bertana, D. Vurro, P. D’Angelo, S. Iannotta, and M. Cocuzza, "Multifunctional Operation of an Organic Device with Three-Dimensional Architecture", Materials, 12(8), 1357 (2019). https://doi.org/10.3390/ma12081357
  15. D’Angelo, P., Tarabella, G., Romeo, A., Marasso, S. L., Cocuzza, M., Peruzzi, C., ... & Iannotta, S. (2018, July). Nanomolar detection of the antitumor drug tamoxifen by flexible organic electrochemical devices. In AIP Conference Proceedings (Vol. 1990, No. 1, p. 020015). AIP Publishing LLC. https://doi.org/10.1063/1.5047769
  16. D. Gentili, P. D’Angelo, F. Militano, R. Mazzei, T. Poerio, M. Brucale, G. Tarabella, S. Bonetti, S.L. Marasso, M. Cocuzza, L. Giorno, S. Iannotta and M. Cavallini, "Integration of Organic Electrochemical Transistors and Immuno-Affinity Membranes for Label-Free Detection of Interleukin-6 at the Physiological Concentration Range through Antibody-Antigen Recognition", Journal of Materials Chemistry B, 6(33), 5400-5406 (2018). https://doi.org/10.1039/C8TB01697F
  17. D'Angelo, P., Tarabella, G., Romeo, A., Giodice, A., Marasso, S., Cocuzza, M., ... & Iannotta, S. (2017). Monitoring the adaptive cell response to hyperosmotic stress by organic devices. MRS Communications, 7(2), 229-235. https://doi.org/10.1557/mrc.2017.29
  18. V. Preziosi, M. Barra, A. Perazzo, G. Tarabella, A. Romeo, S.L. Marasso, P. D'Angelo,  S. Iannotta, A. Cassinese, and S.Guido; "Monitoring emulsion microstructure by using organic electrochemical transistors", Journal of Materials Chemistry C, 5, 2056-2065 (2017). https://doi.org/10.1039/C6TC05149A
  19. Italian patent (22/3/2017): n. IT 102017000031234 (Assignee: CNR) "Transistor tridimensionale del tipo Organic ElectroChemical Transistor (OECT) e relativo metodo di fabbricazione " (“3D Organic Electrochemical Transistor and related fabrication method”).

 

Biomedicine: smart containers, personalized medical treatment

  1. S. Erokhina, L. Pastorino, D. Di Lisa, A.G. Kiiamov, D.A. Tayurskii, S. Iannotta, V. Erokhin and  A.R. Faizullina "3D structure reconstruction of nanoengineered polymeric capsules using Coherent X-Ray diffraction imaging." MethodsX: 101230 (2021). https://doi.org/10.1016/j.mex.2021.101230
  2. S. Erokhina, V. Ricci, S. Iannotta, and V. Erokhin, "Modification of the porous glass filter with LbL technique for variable filtration applications". Colloids and Surfaces A: Physicochemical and Engineering Aspects, 606, 125459 (2020). https://doi.org/10.1016/j.colsurfa.2020.125459
  3. L.A. Maiorova, S.I. Erokhina, M. Pisani, G. Barucca, M. Marcaccio, O.I. Koifman, D.S.Salnikov, O.A. Gromova, P. Astolfi, V. Ricci, and V. Erokhin, "Encapsulation of vitamin B12 into nanoengineered capsules and soft matter nanosystems for targeted delivery", Colloids and Surfaces B: Biointerfaces, 182, 110366 (2019). https://doi.org/10.1016/j.colsurfb.2019.110366
  4. S. Erokhina, L. Pastorino, D. Di Lisa, A.G. Kiiamov, A.R. Faizullina, D.A. Tayurskii, S. Iannotta, and V. Erokhin, "Coherent X-ray diffraction imaging of nanoengineered polymeric capsules", JETP Letters, 106, 540-543 (2017). https://doi.org/10.1134/S0021364017200036