Journal Publications

MemCA: All-Memristor Design for Deterministic and Probabilistic Cellular Automata Hardware Realization

IEEE Access

DOI: 10.1109/ACCESS.2023.3273899
  •  V. Ntinas
    Democritus University of Thrace, Xanthi, Greece
    Universitat Polytecnica de Catalunia, Barcelona, Spain
  •  I.-A. Fyrigos
    Democritus University of Thrace, Xanthi, Greece
  •  R.-E. Karamani
    Democritus University of Thrace, Xanthi, Greece
  •  N. Vasileiadis
    National Center for Scientific Research Demokritos, Athens, Greece
  •  P. Dimitrakis
    National Center for Scientific Research Demokritos, Athens, Greece
  •  A. Rubio
    Universitat Polytecnica de Catalunia, Barcelona, Spain
  •  G. Ch. Sirakoulis
    Democritus University of Thrace, Xanthi, Greece

Pulse-stream impact on recognition accuracy of reservoir computing from SiO2-based low power memory devices

APL Machine Learning
1(2), 026103
DOI: 10.1063/5.0131524
  •  C. Tsioustas
    National Technical University of Athens, Athens, Greece
  •  P. Bousoulas
    National Technical University of Athens, Athens, Greece
  •  G. Kleitsiotis
    National Technical University of Athens, Athens, Greece
  •  D. Tsoukalas
    National Technical University of Athens, Athens, Greece

Demonstration of Artificial Afferent Nerve Properties With Forming-Free and SiO2-Based Memristive Synapses

IEEE Transactions on Electron Devices
70(6), pp.3322-3328
DOI: 10.1109/TED.2023.3263829
  •  G. Kleitsiotis
    National Technical University of Athens, Athens, Greece
  •  P. Bousoulas
    National Technical University of Athens, Athens, Greece
  •  C. Tsioustas
    National Technical University of Athens, Athens, Greece
  •  D. Tsoukalas
    National Technical University of Athens, Athens, Greece

Unconventional memristive nanodevices

IEEE Nanotechnology Magazine
16(6), pp.34-45
DOI: 10.1109/MNANO.2022.3208789
  •  E. Tsipas
    Democritus University of Thrace, Xanthi, Greece
  •  T.-P. Chatzinikolaou
    Democritus University of Thrace, Xanthi, Greece
  •  K.-A. Tsakalos
    Democritus University of Thrace, Xanthi, Greece
  •  K. Rallis
    Democritus University of Thrace, Xanthi, Greece
  •  R.-E. Karamani
    Democritus University of Thrace, Xanthi, Greece
  •  I.-A. Fyrigos
    Democritus University of Thrace, Xanthi, Greece
  •  P. Bousoulas
    National Technical University of Athens, Athens, Greece
  •  S. Kitsios
    National Technical University of Athens, Athens, Greece
  •  D. Tsoukalas
    National Technical University of Athens, Athens, Greece
  •  G. Ch. Sirakoulis
    Democritus University of Thrace, Xanthi, Greece

Unconventional Computing With Memristive Nanocircuits

IEEE Nanotechnology Magazine
16(6), 22-33
DOI: 10.1109/MNANO.2022.3208723
  •  E. Tsipas
    Democritus University of Thrace, Xanthi, Greece
  •  T.-P. Chatzinikolaou
    Democritus University of Thrace, Xanthi, Greece
  •  K.-A. Tsakalos
    Democritus University of Thrace, Xanthi, Greece
  •  K. Rallis
    Democritus University of Thrace, Xanthi, Greece
  •  R.-E. Karamani
    Democritus University of Thrace, Xanthi, Greece
  •  I.-A. Fyrigos
    Democritus University of Thrace, Xanthi, Greece
  •  P. Bousoulas
    National Technical University of Athens, Athens, Greece
  •  S. Kitsios
    National Technical University of Athens, Athens, Greece
  •  D. Tsoukalas
    National Technical University of Athens, Athens, Greece
  •  G. Ch. Sirakoulis
    Democritus University of Thrace, Xanthi, Greece

Simulation of Low Power Self-Selective Memristive Neural Networks for in situ Digital and Analogue Artificial Neural Network Applications

IEEE Transactions on Nanotechnology
21, pp.505-513
DOI: 10.1109/TNANO.2022.3205698
  •  C. Tsioustas
    National Technical University of Athens, Athens, Greece
  •  P. Bousoulas
    National Technical University of Athens, Athens, Greece
  •  J. Hadfield
    National Technical University of Athens, Athens, Greece
  •  T.-P. Chatzinikolaou
    Democritus University of Thrace, Xanthi, Greece
  •  I.-A. Fyrigos
    Democritus University of Thrace, Xanthi, Greece
  •  V. Ntinas
    Democritus University of Thrace, Xanthi, Greece
    Universitat Polytecnica de Catalunia, Barcelona, Spain
  •  M.-A. Tsompanas
    Democritus University of Thrace, Xanthi, Greece
  •  G. Ch. Sirakoulis
    Democritus University of Thrace, Xanthi, Greece
  •  D. Tsoukalas
    National Technical University of Athens, Athens, Greece

Material design strategies for emulating neuromorphic functionalities with resistive switching memories

Japanese Journal of Applied Physics

DOI: 10.35848/1347-4065/ac7774
  •  P. Bousoulas
    National Technical University of Athens, Athens, Greece
  •  S. Kitsios
    National Technical University of Athens, Athens, Greece
  •  T.-P. Chatzinikolaou
    Democritus University of Thrace, Xanthi, Greece
  •  I.-A. Fyrigos
    Democritus University of Thrace, Xanthi, Greece
  •  V. Ntinas
    Democritus University of Thrace, Xanthi, Greece
    Universitat Polytecnica de Catalunia, Barcelona, Spain
  •  M.-A. Tsompanas
    Democritus University of Thrace, Xanthi, Greece
  •  G. Ch. Sirakoulis
    Democritus University of Thrace, Xanthi, Greece
  •  D. Tsoukalas
    National Technical University of Athens, Athens, Greece

Chemical wave computing from labware to electrical systems

Electronics
11(11), p.1683
DOI: 10.3390/electronics11111683
  •  T.-P. Chatzinikolaou
    Democritus University of Thrace, Xanthi, Greece
  •  I.-A. Fyrigos
    Democritus University of Thrace, Xanthi, Greece
  •  V. Ntinas
    Democritus University of Thrace, Xanthi, Greece
    Universitat Polytecnica de Catalunia, Barcelona, Spain
  •  S. Kitsios
    National Technical University of Athens, Athens, Greece
  •  M.-A. Tsompanas
    Democritus University of Thrace, Xanthi, Greece
  •  P. Bousoulas
    National Technical University of Athens, Athens, Greece
  •  D. Tsoukalas
    National Technical University of Athens, Athens, Greece
  •  A. Adamatzky
    University of the West of England, Bristol, UK
  •  G. Ch. Sirakoulis
    Democritus University of Thrace, Xanthi, Greece

Light sensitive Belousov-Zhabotinsky medium accommodates multiple logic gates

BioSystems
206, p. 104447
DOI: 10.1016/j.biosystems.2021.104447
  •  M.-A. Tsompanas
    Democritus University of Thrace, Xanthi, Greece
  •  I.-A. Fyrigos
    Democritus University of Thrace, Xanthi, Greece
  •  V. Ntinas
    Democritus University of Thrace, Xanthi, Greece
    Universitat Polytecnica de Catalunia, Barcelona, Spain
  •  A. Adamatzky
    University of the West of England, Bristol, UK
  •  G. Ch. Sirakoulis
    Democritus University of Thrace, Xanthi, Greece

Cellular automata implementation of Oregonator simulating light sensitive Belousov Zhabotinsky medium

Nonlinear Dynamics
104, 4103-4115
DOI: 10.1007/s11071-021-06521-0
  •  M.-A. Tsompanas
    Democritus University of Thrace, Xanthi, Greece
  •  I.-A. Fyrigos
    Democritus University of Thrace, Xanthi, Greece
  •  V. Ntinas
    Democritus University of Thrace, Xanthi, Greece
    Universitat Polytecnica de Catalunia, Barcelona, Spain
  •  A. Adamatzky
    University of the West of England, Bristol, UK
  •  G. Ch. Sirakoulis
    Democritus University of Thrace, Xanthi, Greece

Emulating Artificial Synaptic Plasticity Characteristics from SiO2-Based Conductive Bridge Memories with Pt Nanoparticles

Micromachines
12(3), 306
DOI: 10.3390/mi12030306
  •  P. Bousoulas
    National Technical University of Athens, Athens, Greece
  •  Ch. Papakonstantinopoulos
    National Technical University of Athens, Athens, Greece
  •  S. Kitsios
    National Technical University of Athens, Athens, Greece
  •  K. Moustakas
    National Technical University of Athens, Athens, Greece
  •  G. Ch. Sirakoulis
    Democritus University of Thrace, Xanthi, Greece
  •  D. Tsoukalas
    National Technical University of Athens, Athens, Greece

Investigating the origins of ultra-short relaxation times of silver filaments in forming-free SiO2-based conductive bridge memristors

Nanotechnology
31(45), p.454002
DOI: 10.1088/1361-6528/aba3a1
  •  P. Bousoulas
    National Technical University of Athens, Athens, Greece
  •  D. Sakellaropoulos
    National Technical University of Athens, Athens, Greece
  •  Ch. Papakonstantinopoulos
    National Technical University of Athens, Athens, Greece
  •  S. Kitsios
    National Technical University of Athens, Athens, Greece
  •  Ch. Arvanitis
    National Technical University of Athens, Athens, Greece
  •  Em. Bagakis
    National Technical University of Athens, Athens, Greece
  •  D. Tsoukalas
    National Technical University of Athens, Athens, Greece

Probabilistic Resistive Switching Device Modeling Based on Markov Jump Processes

IEEE Access
vol. 9, pp. 983-988, 2021
DOI: 10.1109/ACCESS.2020.3042012
  •  V. Ntinas
    Democritus University of Thrace, Xanthi, Greece
    Universitat Polytecnica de Catalunia, Barcelona, Spain
  •  G. Ch. Sirakoulis
    Democritus University of Thrace, Xanthi, Greece
  •  A. Rubio
    Universitat Polytecnica de Catalunia, Barcelona, Spain

Conference Presentations

Investigating synchronization phenomena in chaotic ring oscillators coupled through memristive devices

19th International Conference on Synthesis, Modeling, Analysis and Simulation Methods and Applications to Circuit Design (SMACD)
03 Jul - 05 Jul, 2023, Funchal, Portugal
DOI: 10.1109/SMACD58065.2023.10192165
  •  R.-E. Karamani
    Democritus University of Thrace, Xanthi, Greece
  •  I.-A. Fyrigos
    Democritus University of Thrace, Xanthi, Greece
  •  G. Ch. Sirakoulis
    Democritus University of Thrace, Xanthi, Greece

Cellular Automata Application on Chemical Computing Logic Circuits

International Conference on Cellular Automata for Research and Industry
12 Sept - 15 Sept, 2022, Geneva, Switzerland
DOI: 10.1007/978-3-031-14926-9_1
  •  M.-A. Tsompanas
    Democritus University of Thrace, Xanthi, Greece
  •  T.-P. Chatzinikolaou
    Democritus University of Thrace, Xanthi, Greece
  •  G. Ch. Sirakoulis
    Democritus University of Thrace, Xanthi, Greece

Chemically-inspired Memristor-based Neuron-like Oscillating Circuit

Panhellenic Conference on Electronics \& Telecommunications (PACET)
02 Dec - 03 Dec, 2022, Tripolis, Greece
DOI: 10.1109/PACET56979.2022.9976319
  •  T.-P. Chatzinikolaou
    Democritus University of Thrace, Xanthi, Greece
  •  I.-A. Fyrigos
    Democritus University of Thrace, Xanthi, Greece
  •  C. Tsioustas
    National Technical University of Athens, Athens, Greece
  •  P. Bousoulas
    National Technical University of Athens, Athens, Greece
  •  M.-A. Tsompanas
    Democritus University of Thrace, Xanthi, Greece
  •  D. Tsoukalas
    National Technical University of Athens, Athens, Greece
  •  G. Ch. Sirakoulis
    Democritus University of Thrace, Xanthi, Greece

Unconventional Logic on Unipolar CBRAM Based Oscillators

IEEE 22nd International Conference on Nanotechnology (NANO)
04 Jul - 08 Jul, 2022, Palma de Mallorca, Spain
DOI: 10.1109/NANO54668.2022.9928664
  •  T.-P. Chatzinikolaou
    Democritus University of Thrace, Xanthi, Greece
  •  I.-A. Fyrigos
    Democritus University of Thrace, Xanthi, Greece
  •  S. Kitsios
    National Technical University of Athens, Athens, Greece
  •  P. Bousoulas
    National Technical University of Athens, Athens, Greece
  •  M.-A. Tsompanas
    Democritus University of Thrace, Xanthi, Greece
  •  D. Tsoukalas
    National Technical University of Athens, Athens, Greece
  •  G. Ch. Sirakoulis
    Democritus University of Thrace, Xanthi, Greece

Wave cellular automata for computing applications

IEEE International Symposium on Circuits and Systems (ISCAS)
27 May - 01 Jun, 2022, Austin, TX, USA
DOI: 10.1109/ISCAS48785.2022.9937915
  •  T.-P. Chatzinikolaou
    Democritus University of Thrace, Xanthi, Greece
  •  I.-A. Fyrigos
    Democritus University of Thrace, Xanthi, Greece
  •  V. Ntinas
    Democritus University of Thrace, Xanthi, Greece
    Universitat Polytecnica de Catalunia, Barcelona, Spain
  •  S. Kitsios
    National Technical University of Athens, Athens, Greece
  •  P. Bousoulas
    National Technical University of Athens, Athens, Greece
  •  M.-A. Tsompanas
    Democritus University of Thrace, Xanthi, Greece
  •  D. Tsoukalas
    National Technical University of Athens, Athens, Greece
  •  A. Adamatzky
    University of the West of England, Bristol, UK
  •  G. Ch. Sirakoulis
    Democritus University of Thrace, Xanthi, Greece

Compact thermo-diffusion based physical memristor model

IEEE International Symposium on Circuits and Systems (ISCAS)
27 May - 01 Jun, 2022, Austin, TX, USA
DOI: 10.1109/ISCAS48785.2022.9937925
  •  I.-A. Fyrigos
    Democritus University of Thrace, Xanthi, Greece
  •  T.-P. Chatzinikolaou
    Democritus University of Thrace, Xanthi, Greece
  •  V. Ntinas
    Democritus University of Thrace, Xanthi, Greece
    Universitat Polytecnica de Catalunia, Barcelona, Spain
  •  S. Kitsios
    National Technical University of Athens, Athens, Greece
  •  P. Bousoulas
    National Technical University of Athens, Athens, Greece
  •  M.-A. Tsompanas
    Democritus University of Thrace, Xanthi, Greece
  •  D. Tsoukalas
    National Technical University of Athens, Athens, Greece
  •  A. Adamatzky
    University of the West of England, Bristol, UK
  •  A. Rubio
    Universitat Polytecnica de Catalunia, Barcelona, Spain
  •  G. Ch. Sirakoulis
    Democritus University of Thrace, Xanthi, Greece

Memristor-based Oscillator for Complex Chemical Wave Logic Computations: Fredkin Gate Paradigm

2022 IEEE 13th Latin America Symposium on Circuits and System (LASCAS)
1 Mar - 4 Mar, 2022, Puerto Varas, Chile
DOI: 10.1109/LASCAS53948.2022.9789083
  •  T.-P. Chatzinikolaou
    Democritus University of Thrace, Xanthi, Greece
  •  I.-A. Fyrigos
    Democritus University of Thrace, Xanthi, Greece
  •  V. Ntinas
    Democritus University of Thrace, Xanthi, Greece
    Universitat Polytecnica de Catalunia, Barcelona, Spain
  •  S. Kitsios
    National Technical University of Athens, Athens, Greece
  •  P. Bousoulas
    National Technical University of Athens, Athens, Greece
  •  M.-A. Tsompanas
    Democritus University of Thrace, Xanthi, Greece
  •  D. Tsoukalas
    National Technical University of Athens, Athens, Greece
  •  A. Adamatzky
    University of the West of England, Bristol, UK
  •  G. Ch. Sirakoulis
    Democritus University of Thrace, Xanthi, Greece

Margolus Chemical Wave Logic Gate with Memristive Oscillatory Networks

IEEE International Conference on Electronics, Circuits and Systems
28th Nov - 1st Dec, 2021, Dubai, UAE
DOI: 10.1109/ICECS53924.2021.9665632
  •  T.-P. Chatzinikolaou
    Democritus University of Thrace, Xanthi, Greece
  •  I.-A. Fyrigos
    Democritus University of Thrace, Xanthi, Greece
  •  V. Ntinas
    Democritus University of Thrace, Xanthi, Greece
    Universitat Polytecnica de Catalunia, Barcelona, Spain
  •  S. Kitsios
    National Technical University of Athens, Athens, Greece
  •  P. Bousoulas
    National Technical University of Athens, Athens, Greece
  •  M.-A. Tsompanas
    Democritus University of Thrace, Xanthi, Greece
  •  D. Tsoukalas
    National Technical University of Athens, Athens, Greece
  •  A. Adamatzky
    University of the West of England, Bristol, UK
  •  G. Ch. Sirakoulis
    Democritus University of Thrace, Xanthi, Greece

Memristive Oscillatory Networks for Computing: The Chemical Wave Propagation Paradigm

IEEE International Workshop on Cellular Nanoscale Networks and their Applications
29 Sept - 1 Oct, 2021, Catania, Italy
DOI:
  •  T.-P. Chatzinikolaou
    Democritus University of Thrace, Xanthi, Greece
  •  I.-A. Fyrigos
    Democritus University of Thrace, Xanthi, Greece
  •  V. Ntinas
    Democritus University of Thrace, Xanthi, Greece
    Universitat Polytecnica de Catalunia, Barcelona, Spain
  •  S. Kitsios
    National Technical University of Athens, Athens, Greece
  •  P. Bousoulas
    National Technical University of Athens, Athens, Greece
  •  M.-A. Tsompanas
    Democritus University of Thrace, Xanthi, Greece
  •  D. Tsoukalas
    National Technical University of Athens, Athens, Greece
  •  G. Ch. Sirakoulis
    Democritus University of Thrace, Xanthi, Greece

Multifunctional Spatially-Expanded Logic Gate for Unconventional Computations with Memristor-Based Oscillators

IEEE International Workshop on Cellular Nanoscale Networks and their Applications
29 Sept - 1 Oct, 2021, Catania, Italy
DOI:
  •  T.-P. Chatzinikolaou
    Democritus University of Thrace, Xanthi, Greece
  •  I.-A. Fyrigos
    Democritus University of Thrace, Xanthi, Greece
  •  V. Ntinas
    Democritus University of Thrace, Xanthi, Greece
    Universitat Polytecnica de Catalunia, Barcelona, Spain
  •  S. Kitsios
    National Technical University of Athens, Athens, Greece
  •  P. Bousoulas
    National Technical University of Athens, Athens, Greece
  •  M.-A. Tsompanas
    Democritus University of Thrace, Xanthi, Greece
  •  D. Tsoukalas
    National Technical University of Athens, Athens, Greece
  •  G. Ch. Sirakoulis
    Democritus University of Thrace, Xanthi, Greece

Memristor-based Probabilistic Cellular Automata

IEEE Mid-West Symposium on Circuits and Systems
August 9-11, 2021, Michigan, USA
DOI: 10.1109/MWSCAS47672.2021.9531930
  •  V. Ntinas
    Democritus University of Thrace, Xanthi, Greece
    Universitat Polytecnica de Catalunia, Barcelona, Spain
  •  G. Ch. Sirakoulis
    Democritus University of Thrace, Xanthi, Greece
  •  A. Rubio
    Universitat Polytecnica de Catalunia, Barcelona, Spain

Unconventional Logic on Memristor-Based Oscillatory Medium

International Conference on Modern Circuits and Systems Technologies (MOCAST) on Electronics and Communications
July 5-7 2021, Thessaloniki, Greece
DOI: 10.1109/MOCAST52088.2021.9493412
  •  T.-P. Chatzinikolaou
    Democritus University of Thrace, Xanthi, Greece
  •  I.-A. Fyrigos
    Democritus University of Thrace, Xanthi, Greece
  •  V. Ntinas
    Democritus University of Thrace, Xanthi, Greece
    Universitat Polytecnica de Catalunia, Barcelona, Spain
  •  S. Kitsios
    National Technical University of Athens, Athens, Greece
  •  P. Bousoulas
    National Technical University of Athens, Athens, Greece
  •  M.-A. Tsompanas
    Democritus University of Thrace, Xanthi, Greece
  •  D. Tsoukalas
    National Technical University of Athens, Athens, Greece
  •  G. Ch. Sirakoulis
    Democritus University of Thrace, Xanthi, Greece

Implementation and Optimization of Chemical Logic Gates using Memristive Cellular Automata

24th European Conference on Circuit Theory and Design (ECCTD 2020)
September 7-10 2020, Sofia, Bulgaria
DOI: 10.1109/ECCTD49232.2020.9218330
  •  I.-A. Fyrigos
    Democritus University of Thrace, Xanthi, Greece
  •  V. Ntinas
    Democritus University of Thrace, Xanthi, Greece
    Universitat Polytecnica de Catalunia, Barcelona, Spain
  •  M.-A. Tsompanas
    Democritus University of Thrace, Xanthi, Greece
  •  S. Kitsios
    National Technical University of Athens, Athens, Greece
  •  G. Ch. Sirakoulis
    Democritus University of Thrace, Xanthi, Greece
  •  D. Tsoukalas
    National Technical University of Athens, Athens, Greece
  •  A. Adamatzky
    University of the West of England, Bristol, UK