Materials for Neuromorphic Circuits

CORDIS proporciona enlaces a los documentos públicos y las publicaciones de los proyectos de los programas marco HORIZONTE.

Los enlaces a los documentos y las publicaciones de los proyectos del Séptimo Programa Marco, así como los enlaces a algunos tipos de resultados específicos, como conjuntos de datos y «software», se obtienen dinámicamente de OpenAIRE .

Resultado final

ESR papers in peer-review journals
Link to Euraxess

Links to EURAXESS advertisements of the positions

Publicaciones

Mosaic: in-memory computing and routing for small-world spike-based neuromorphic systems

Autores: Thomas Dalgaty, Filippo Moro, Yiğit Demirağ, Alessio De Pra, Giacomo Indiveri, Elisa Vianello, Melika Payvand
Publicado en: Nature Communications, Edición 15, 2024, ISSN 2041-1723
Editor: Nature Publishing Group
DOI: 10.1038/s41467-023-44365-x

Highly reproducible and CMOS-compatible VO2-based oscillators for brain-inspired computing

Autores: Olivier Maher, Roy Bernini, Nele Harnack, Bernd Gotsmann, Marilyne Sousa, Valeria Bragaglia, Siegfried Karg
Publicado en: Scientific Reports, Edición 14, 2024, ISSN 2045-2322
Editor: Nature Publishing Group
DOI: 10.1038/s41598-024-61294-x

Acoustic emission of kidney stones: a medical adaptation of statistical breakdown mechanisms

Autores: Jack T. Eckstein, Oliver J. Wiseman, Michael A. Carpenter, Ekhard K. H. Salje
Publicado en: Urolithiasis, Edición 52, 2024, ISSN 2194-7236
Editor: Springer
DOI: 10.1007/s00240-024-01531-0

Conduction and entropy analysis of a mixed memristor-resistor model for neuromorphic networks

Autores: Davide Cipollini, Lambert R B Schomaker
Publicado en: Neuromorphic Computing and Engineering, Edición 3, 2023, Página(s) 034001, ISSN 2634-4386
Editor: IOP
DOI: 10.1088/2634-4386/acd6b3

Modeling a domain wall network in BiFeO3 with stochastic geometry and entropy-based similarity measure

Autores: Davide Cipollini, Andele Swierstra, Lambert Schomaker
Publicado en: Frontiers in Materials, Edición 11, 2024, ISSN 2296-8016
Editor: Frontiers
DOI: 10.3389/fmats.2024.1323153

Mild fluctuations in ferroelastic domain switching

Autores: Yang Yang, Libo Zhang, Suzhi Li, Xiangdong Ding, Jun Sun, Jerome Weiss, Ekhard K. H. Salje
Publicado en: Physical Review B, Edición 104, 2021, ISSN 2469-9950
Editor: AIP
DOI: 10.1103/physrevb.104.214103

Elastic softening and hardening at intersections between twin walls and surfaces in ferroelastic materials

Autores: Xiaomei He, Xiangdong Ding, Jun Sun, Guillaume F. Nataf, Ekhard K. H. Salje
Publicado en: APL Materials, Edición 11, 2023, ISSN 2166-532X
Editor: AIP
DOI: 10.1063/5.0159836

Stripe noise removal in conductive atomic force microscopy

Autores: Mian Li, Jan Rieck, Beatriz Noheda, Jos B. T. M. Roerdink, Michael H. F. Wilkinson
Publicado en: Scientific Reports, Edición 14, 2024, ISSN 2045-2322
Editor: Nature Publishing Group
DOI: 10.1038/s41598-024-54094-w

Acoustic emission spectra and statistics of dislocation movements in Fe40Mn40Co10Cr10 high entropy alloys

Autores: Yan Chen, Ke Tang, Boyuan Gou, Feng Jiang, Xiangdong Ding, Ekhard K. H. Salje
Publicado en: Journal of Applied Physics, Edición 132, 2024, ISSN 0021-8979
Editor: American Institute of Physics
DOI: 10.1063/5.0098813

Conducting ferroelectric domain walls emulating aspects of neurological behavior

Autores: A. Suna, O. E. Baxter, J. P. V. McConville, A. Kumar, R. G. P. McQuaid, J. M. Gregg
Publicado en: Applied Physics Letters, Edición 121, 2023, ISSN 0003-6951
Editor: American Institute of Physics
DOI: 10.1063/5.0124390

Engineering polar distortions in multiferroic Sr1−xBaxMnO3−δ thin films

Autores: Panagiotis Koutsogiannis, Pedro A. Algarabel, José A. Pardo, César Magén
Publicado en: APL Materials, Edición 12, 2024, ISSN 2166-532X
Editor: AIP
DOI: 10.1063/5.0174793

Giant switchable non thermally-activated conduction in 180° domain walls in tetragonal Pb(Zr,Ti)O3

Autores: Felix Risch, Yuri Tikhonov, Igor Lukyanchuk, Adrian M. Ionescu, Igor Stolichnov
Publicado en: Nature Communications, Edición 13, 2022, ISSN 2041-1723
Editor: Nature Publishing Group
DOI: 10.1038/s41467-022-34777-6

Reconfigurable halide perovskite nanocrystal memristors for neuromorphic computing

Autores: Rohit Abraham John, Yiğit Demirağ, Yevhen Shynkarenko, Yuliia Berezovska, Natacha Ohannessian, Melika Payvand, Peng Zeng, Maryna I. Bodnarchuk, Frank Krumeich, Gökhan Kara, Ivan Shorubalko, Manu V. Nair, Graham A. Cooke, Thomas Lippert, Giacomo Indiveri, Maksym V. Kovalenko
Publicado en: Nature Communications, Edición 13, 2022, ISSN 2041-1723
Editor: Nature Publishing Group
DOI: 10.1038/s41467-022-29727-1

Spike-based local synaptic plasticity: a survey of computational models and neuromorphic circuits

Autores: Lyes Khacef, Philipp Klein, Matteo Cartiglia, Arianna Rubino, Giacomo Indiveri, Elisabetta Chicca
Publicado en: Neuromorphic Computing and Engineering, Edición 3, 2023, Página(s) 042001, ISSN 2634-4386
Editor: IOP
DOI: 10.1088/2634-4386/ad05da

Direct Epitaxial Growth of Polar Hf0.5Zr0.5O2 Films on Corundum

Autores: Eduardo Barriuso, Panagiotis Koutsogiannis, David Serrate, Javier Herrero-Martín, Ricardo Jiménez, César Magén, Miguel Algueró, Pedro A. Algarabel, José A. Pardo
Publicado en: Nanomaterials, Edición 12, 2024, Página(s) 1232, ISSN 2079-4991
Editor: MPDI
DOI: 10.3390/nano12071232

Analytical modelling of the transport in analog filamentary conductive-metal-oxide/HfOx ReRAM devices

Autores: Donato Francesco Falcone, Stephan Menzel, Tommaso Stecconi, Matteo Galetta, Antonio La Porta, Bert Jan Offrein, Valeria Bragaglia
Publicado en: Nanoscale Horizons, Edición 9, 2024, Página(s) 775-784, ISSN 2055-6756
Editor: Royal Society of Chemistry
DOI: 10.1039/d4nh00072b

The duration-energy-size enigma for acoustic emission

Autores: Blai Casals, Karin A. Dahmen, Boyuan Gou, Spencer Rooke, Ekhard K. H. Salje
Publicado en: Scientific Reports, Edición 11, 2022, ISSN 2045-2322
Editor: Nature Publishing Group
DOI: 10.1038/s41598-021-84688-7

Analog Resistive Switching Devices for Training Deep Neural Networks with the Novel Tiki-Taka Algorithm

Autores: Tommaso Stecconi, Valeria Bragaglia, Malte J. Rasch, Fabio Carta, Folkert Horst, Donato F. Falcone, Sofieke C. ten Kate, Nanbo Gong, Takashi Ando, Antonis Olziersky, Bert Offrein
Publicado en: Nano Letters, Edición 24, 2024, Página(s) 866-872, ISSN 1530-6984
Editor: American Chemical Society
DOI: 10.1021/acs.nanolett.3c03697

Ferroelastic Domain Walls in BiFeO3 as Memristive Networks

Autores: Jan L. Rieck, Davide Cipollini, Mart Salverda, Cynthia P. Quinteros, Lambert R. B. Schomaker, Beatriz Noheda
Publicado en: Advanced Intelligent Systems, Edición 5, 2023, ISSN 2640-4567
Editor: Willey
DOI: 10.1002/aisy.202200292

Tip-induced flexoelectricity, polar vortices, and magnetic moments in ferroelastic materials

Autores: Guangming Lu, Suzhi Li, Xiangdong Ding, Jun Sun, Ekhard K. H. Salje
Publicado en: Journal of Applied Physics, Edición 129, 2023, ISSN 0021-8979
Editor: American Institute of Physics
DOI: 10.1063/5.0039509

Porosity in minerals

Autores: Ekhard K.H. Salje, null null
Publicado en: AIMS Materials Science, Edición 9, 2021, Página(s) 1-8, ISSN 2372-0484
Editor: AIMS
DOI: 10.3934/matersci.2022001

Filamentary TaOx/HfO2 ReRAM Devices for Neural Networks Training with Analog In‐Memory Computing

Autores: Tommaso Stecconi, Roberto Guido, Luca Berchialla, Antonio La Porta, Jonas Weiss, Youri Popoff, Mattia Halter, Marilyne Sousa, Folkert Horst, Diana Dávila, Ute Drechsler, Regina Dittmann, Bert Jan Offrein, Valeria Bragaglia
Publicado en: Advanced Electronic Materials, Edición 8, 2023, ISSN 2199-160X
Editor: Wiley
DOI: 10.1002/aelm.202200448

Toward a formal theory for computing machines made out of whatever physics offers

Autores: Herbert Jaeger, Beatriz Noheda, Wilfred G. van der Wiel
Publicado en: Nature Communications, Edición 14, 2023, ISSN 2041-1723
Editor: Nature Publishing Group
DOI: 10.1038/s41467-023-40533-1

Resolving the Relaxation of Volatile Valence Change Memory

Autores: Johannes Hellwig, Carsten Funck, Sebastian Siegel, Alexandros Sarantopoulos, Dimitrios Spithouris, Stephan Menzel, Regina Dittmann
Publicado en: Advanced Electronic Materials, 2024, ISSN 2199-160X
Editor: Wiley
DOI: 10.1002/aelm.202400062

A CMOS-compatible oscillation-based VO2 Ising machine solver

Autores: Olivier Maher, Manuel Jiménez, Corentin Delacour, Nele Harnack, Juan Núñez, María J. Avedillo, Bernabé Linares-Barranco, Aida Todri-Sanial, Giacomo Indiveri, Siegfried Karg
Publicado en: Nature Communications, Edición 15, 2024, ISSN 2041-1723
Editor: Nature Publishing Group
DOI: 10.1038/s41467-024-47642-5

Tuning Local Conductance to Enable Demonstrator Ferroelectric Domain Wall Diodes and Logic Gates

Autores: Ahmet Suna, Conor Joseph McCluskey, Jesi Rit Maguire, Kristina Mary Holsgrove, Amit Kumar, Raymond Gerard Peter McQuaid, John Marty Gregg
Publicado en: Advanced Physics Research, Edición 2, 2023, ISSN 2751-1200
Editor: Wiley
DOI: 10.1002/apxr.202200095

Twisting of a Pristine α-Fe Nanowire: From Wild Dislocation Avalanches to Mild Local Amorphization

Autores: Yang Yang, Xiangdong Ding, Jun Sun, Ekhard K. H. Salje
Publicado en: Nanomaterials, Edición 11, 2024, Página(s) 1602, ISSN 2079-4991
Editor: MPDI
DOI: 10.3390/nano11061602

Influence of kinks on the interaction energy between ferroelastic domain walls in membranes and thin films

Autores: Guangming Lu, Kimura Hideo, Xiangdong Ding, Zhijun Xu, Ruiqing Chu, Guillaume F. Nataf, Ekhard K. H. Salje
Publicado en: Microstructures, Edición 3, 2024, ISSN 2770-2995
Editor: OAE
DOI: 10.20517/microstructures.2023.28

Ferroelectric topologically configurable multilevel logic unit

Autores: Anna G Razumnaya, Yuri A Tikhonov, Valerii M Vinokur, Igor A Lukyanchuk
Publicado en: Neuromorphic Computing and Engineering, Edición 3, 2023, Página(s) 024003, ISSN 2634-4386
Editor: IOP
DOI: 10.1088/2634-4386/acce61

Piezoelectricity in nominally centrosymmetric phases

Autores: Oktay Aktas, Moussa Kangama, Gan Linyu, Gustau Catalan, Xiangdong Ding, Alex Zunger, Ekhard K. H. Salje
Publicado en: Physical Review Research, Edición 3, 2021, ISSN 2643-1564
Editor: APS
DOI: 10.1103/physrevresearch.3.043221

Symmetry and strain analysis of combined electronic and structural instabilities in tungsten trioxide, WO3

Autores: Jack T. Eckstein, Ekhard K. H. Salje, Christopher J. Howard, Michael A. Carpenter
Publicado en: Journal of Applied Physics, Edición 131, 2023, ISSN 0021-8979
Editor: American Institute of Physics
DOI: 10.1063/5.0093803

K.A. Müller and research on ferroic and polaronic materials

Autores: E.K.H. Salje
Publicado en: Physica C: Superconductivity and its Applications, Edición 612, 2023, Página(s) 1354296, ISSN 0921-4534
Editor: Elsevier BV
DOI: 10.1016/j.physc.2023.1354296

Hopfions emerge in ferroelectrics

Autores: I. Luk’yanchuk, Y. Tikhonov, A. Razumnaya, V. M. Vinokur
Publicado en: Nature Communications, Edición 11/1, 2020, Página(s) 2433, ISSN 2041-1723
Editor: Nature Publishing Group
DOI: 10.1038/s41467-020-16258-w

Controllable skyrmion chirality in ferroelectrics

Autores: Yu. Tikhonov, S. Kondovych, J. Mangeri, M. Pavlenko, L. Baudry, A. Sené, A. Galda, S. Nakhmanson, O. Heinonen, A. Razumnaya, I. Luk’yanchuk, V. M. Vinokur
Publicado en: Scientific Reports, Edición 10/1, 2020, Página(s) 2433, ISSN 2045-2322
Editor: Nature Publishing Group
DOI: 10.1038/s41598-020-65291-8

Dynamic domain boundaries: chemical dopants carried by moving twin walls

Autores: E. K. H. Salje, S. Kustov
Publicado en: Physical Chemistry Chemical Physics, Edición 25, 2024, Página(s) 1588-1601, ISSN 1463-9076
Editor: Royal Society of Chemistry
DOI: 10.1039/d2cp04908b

Structure evolution of the interfacial layer of BaTiO3 thin films during annealing process and related good resistive switching behaviors

Autores: Zixiong Sun, Sizhao Huang, Wenxuan Zhu, Yorick A. Birkhölzer, Xing Gao, Romar Angelo Avila, Houbing Huang, Xiaojie Lou, Evert P. Houwman, Minh D. Nguyen, Gertjan Koster, Guus Rijnders
Publicado en: APL Materials, Edición 11, 2023, ISSN 2166-532X
Editor: AIP
DOI: 10.1063/5.0170098

2022 roadmap on neuromorphic computing and engineering

Autores: Dennis V Christensen, Regina Dittmann, Bernabe Linares-Barranco, Abu Sebastian, Manuel Le Gallo, Andrea Redaelli, Stefan Slesazeck, Thomas Mikolajick, Sabina Spiga, Stephan Menzel, Ilia Valov, Gianluca Milano, Carlo Ricciardi, Shi-Jun Liang, Feng Miao, Mario Lanza, Tyler J Quill, Scott T Keene, Alberto Salleo, Julie Grollier, Danijela Marković, Alice Mizrahi, Peng Yao, J Joshua Yang, Giacomo Indi
Publicado en: Neuromorphic Computing and Engineering, Edición 2, 2022, Página(s) 022501, ISSN 2634-4386
Editor: IOP
DOI: 10.1088/2634-4386/ac4a83

Low-toxicity chemical solution deposition of ferroelectric Ca:HfO2

Autores: Miguel Badillo, Sepide Taleb, Taraneh Mokabber, Jan Rieck, Rebeca Castanedo, Gerardo Torres, Beatriz Noheda, Mónica Acuautla
Publicado en: Journal of Materials Chemistry C, Edición 11, 2024, Página(s) 1119-1133, ISSN 2050-7534
Editor: Royal Society of Chemistry
DOI: 10.1039/d2tc04182k

Ferroelastic Twinning in Minerals: A Source of Trace Elements, Conductivity, and Unexpected Piezoelectricity

Autores: Ekhard K. H. Salje
Publicado en: Minerals, Edición 11, 2024, Página(s) 478, ISSN 2075-163X
Editor: MDPI
DOI: 10.3390/min11050478

Ubiquity of avalanches: Crackling noise in kidney stones and porous materials

Autores: Jack T. Eckstein, Michael A. Carpenter, Ekhard K. H. Salje
Publicado en: APL Materials, Edición 11, 2023, ISSN 2166-532X
Editor: AIP
DOI: 10.1063/5.0138123

Crackling noise and avalanches in minerals

Autores: Ekhard K. H. Salje, Xiang Jiang
Publicado en: Physics and Chemistry of Minerals, Edición 48, 2021, ISSN 0342-1791
Editor: Springer Verlag
DOI: 10.1007/s00269-021-01138-6

Vortex states in a PbTiO$_3$ ferroelectric cylinder

Autores: Svitlana Kondovych, Maksim Pavlenko, Yurii Tikhonov, Anna Razumnaya, Igor Lukyanchuk
Publicado en: SciPost Physics, Edición 14, 2023, ISSN 2542-4653
Editor: SciPost foundation
DOI: 10.21468/scipostphys.14.3.056

Multiple Avalanche Processes in Acoustic Emission Spectroscopy: Multibranching of the Energy−Amplitude Scaling

Autores: Yan Chen, Boyuan Gou, Bincheng Yuan, Xiangdong Ding, Jun Sun, Ekhard K. H. Salje
Publicado en: physica status solidi (b), Edición 259, 2023, ISSN 0370-1972
Editor: John Wiley & Sons Ltd.
DOI: 10.1002/pssb.202100465

Synthesis of Black Phosphorene Quantum Dots from Red Phosphorus**

Autores: Rebecca R. C. Shutt, Thrinathreddy Ramireddy, Evgenios Stylianidis, Camilla Di Mino, Rebecca A. Ingle, Gabriel Ing, Ary A. Wibowo, Hieu T. Nguyen, Christopher A. Howard, Alexey M. Glushenkov, Andrew Stewart, Adam J. Clancy
Publicado en: Chemistry – A European Journal, Edición 29, 2024, ISSN 0947-6539
Editor: John Wiley & Sons Ltd.
DOI: 10.1002/chem.202301232

"Phase transitions in the ferroelectric relaxor <mml:math xmlns:mml=""http://www.w3.org/1998/Math/MathML""><mml:mrow><mml:mrow><mml:mo>(</mml:mo><mml:mn>1</mml:mn><mml:mo>−</mml:mo><mml:mi>x</mml:mi><mml:mo>)</mml:mo></mml:mrow><mml:mi>Pb</mml:mi><mml:mrow><mml:mo>(</mml:mo><mml:mrow><mml:msub><mml:mi>Mg</mml:mi><mml:mrow><mml:mn>1</mml:mn><mml:mo>/</mml:mo><mml:mn>3</mml:mn></mml:mrow></mml:msub>"

Autores: Sergey Kustov, Juan Miguez Obrero, Xiebin Wang, Dragan Damjanovic, Ekhard K. H. Salje
Publicado en: Physical Review Materials, Edición 6, 2022, ISSN 2475-9953
Editor: AIP
DOI: 10.1103/physrevmaterials.6.124414

DenRAM: neuromorphic dendritic architecture with RRAM for efficient temporal processing with delays

Autores: Simone D’Agostino, Filippo Moro, Tristan Torchet, Yiğit Demirağ, Laurent Grenouillet, Niccolò Castellani, Giacomo Indiveri, Elisa Vianello, Melika Payvand
Publicado en: Nature Communications, Edición 15, 2024, ISSN 2041-1723
Editor: Nature Publishing Group
DOI: 10.1038/s41467-024-47764-w

Epitaxy‐Driven Ferroelectric/Non‐Ferroelectric Polymorph Selection in an All‐Fluorite System

Autores: Eduardo Barriuso, Ricardo Jiménez, Eric Langenberg, Panagiotis Koutsogiannis, Ángel Larrea, Manuel Varela, César Magén, Pedro A. Algarabel, Miguel Algueró, José A. Pardo
Publicado en: Advanced Electronic Materials, Edición 10, 2024, ISSN 2199-160X
Editor: Wiley
DOI: 10.1002/aelm.202300522

Multiferroic neuromorphic computation devices

Autores: Guangming Lu, Ekhard K. H. Salje
Publicado en: APL Materials, Edición 12, 2024, ISSN 2166-532X
Editor: AIP
DOI: 10.1063/5.0216849

Elastic precursor softening in proper ferroelastic materials: A molecular dynamics study

Autores: Guangming Lu, Francesco Cordero, Kimura Hideo, Xiangdong Ding, Zhijun Xu, Ruiqing Chu, Christopher J. Howard, Michael A. Carpenter, Ekhard K. H. Salje
Publicado en: Physical Review Research, Edición 6, 2024, ISSN 2643-1564
Editor: APS
DOI: 10.1103/physrevresearch.6.013232

Acoustic emission spectroscopy: Applications in geomaterials and related materials

Autores: Ekhard K. H. Salje, Xiang Jiang, Jack Eckstein, Lei Wang
Publicado en: Applied Sciences (Switzerland), Edición 22/09/2021, 2021, Página(s) 20, ISSN 1454-5101
Editor: Universitatea Politehnica Bucuresti
DOI: 10.3390/app11198801

Polarization Topology at the Nominally Charged Domain Walls in Uniaxial Ferroelectrics

Autores: Yurii Tikhonov, Jesi R. Maguire, Conor J. McCluskey, James P. V. McConville, Amit Kumar, Haidong Lu, Dennis Meier, Anna Razumnaya, John Martin Gregg, Alexei Gruverman, Valerii M. Vinokur, Igor Luk'yanchuk
Publicado en: Advanced Materials, Edición 34, 2023, ISSN 0935-9648
Editor: United Nations Industrial Developement Organization
DOI: 10.1002/adma.202203028

Improved Polarization‐Retention‐Endurance in Hf0.5Zr0.5O2 Films by ZrO2 Capping via Electrostatic Effects

Autores: Tingfeng Song, Panagiotis Koutsogiannis, César Magén, José A. Pardo, Florencio Sánchez, Ignasi Fina
Publicado en: Advanced Electronic Materials, Edición 10, 2024, ISSN 2199-160X
Editor: Wiley
DOI: 10.1002/aelm.202300509

A perspective on conducting domain walls and possibilities for ephemeral electronics

Autores: J. M. Gregg
Publicado en: Applied Physics Letters, Edición 120, 2024, ISSN 0003-6951
Editor: American Institute of Physics
DOI: 10.1063/5.0079738

Analog Weight Updates with Compliance Current Modulation of Binary ReRAMs for On-Chip Learning

Autores: Melika Payvand, Yigit Demirag, Thomas Dalgaty, Elisa Vianello, Giacomo Indiveri
Publicado en: 2020 IEEE International Symposium on Circuits and Systems (ISCAS), 2024
Editor: IEEE
DOI: 10.1109/iscas45731.2020.9180808

A Subthreshold Second-Order Integration Circuit for Versatile Synaptic Alpha Kernel and Trace Generation

Autores: Ole Richter, Hugh Greatorex, Benjamin Hucko, Madison Cotteret, Willian Soares Girao, Ella Janotte, Michele Mastella, Elisabetta Chicca
Publicado en: Proceedings of the 2023 International Conference on Neuromorphic Systems, 2023
Editor: ACM
DOI: 10.1145/3589737.3606008

PCM-Trace: Scalable Synaptic Eligibility Traces with Resistivity Drift of Phase-Change Materials

Autores: Yigit Demirag, Filippo Moro, Thomas Dalgaty, Gabriele Navarro, Charlotte Frenkel, Giacomo Indiveri, Elisa Vianello, Melika Payvand
Publicado en: 2021 IEEE International Symposium on Circuits and Systems (ISCAS), 2022, ISSN 2158-1525
Editor: IEEE
DOI: 10.1109/iscas51556.2021.9401446

Synaptic Normalisation for On-Chip Learning in Analog CMOS Spiking Neural Networks

Autores: Michele Mastella, Hugh Greatorex, Madison Cotteret, Ella Janotte, Willian Soares Girao, Ole Richter, Elisabetta Chicca
Publicado en: Proceedings of the 2023 International Conference on Neuromorphic Systems, 2023
Editor: ACM
DOI: 10.1145/3589737.3606007

Biologically-inspired training of spiking recurrent neural networks with neuromorphic hardware

Autores: Thomas Bohnstingl, Anja Surina, Maxime Fabre, Yigit Demirag, Charlotte Frenkel, Melika Payvand, Giacomo Indiveri, Angeliki Pantazi
Publicado en: 2022 IEEE 4th International Conference on Artificial Intelligence Circuits and Systems (AICAS), 2022
Editor: IEEE
DOI: 10.1109/aicas54282.2022.9869963

Solving optimization tasks power-efficiently exploiting VO2's phase-change properties with Oscillating Neural Networks

Autores: Olivier Maher, N. Harnack, Giacomo Indiveri, M. Sousa, B. Gotsmann, Siegfried Karg
Publicado en: 2023 Device Research Conference (DRC), 2023
Editor: IEEE
DOI: 10.1109/drc58590.2023.10186951

Robust Spiking Attractor Networks with a Hard Winner-Take-All Neuron Circuit

Autores: Madison Cotteret, Ole Richter, Michele Mastella, Hugh Greatorex, Ella Janotte, Willian Soares Girão, Martin Ziegler, Elisabetta Chicca
Publicado en: 2023 IEEE International Symposium on Circuits and Systems (ISCAS), 2023
Editor: IEEE
DOI: 10.1109/iscas46773.2023.10181513

Physical modeling and design rules of analog Conductive Metal Oxide-HfO2 ReRAM

Autores: Donato Francesco Falcone, Stephan Menzel, Tommaso Stecconi, Antonio La Porta, Ludovico Carraria-Martinotti, Bert Jan Offrein, Valeria Bragaglia
Publicado en: 2023 IEEE International Memory Workshop (IMW), 2023
Editor: IEEE
DOI: 10.1109/imw56887.2023.10145936

Two-Layered Oscillatory Neural Networks with Analog Feedforward Majority Gate for Image Edge Detection Application

Autores: Madeleine Abernot, Corentin Delacour, Ahmet Suna, J. Marty Gregg, Siegfried Karg, Aida Todri-Sanial
Publicado en: 2023 IEEE International Symposium on Circuits and Systems (ISCAS), 2023
Editor: IEEE
DOI: 10.1109/iscas46773.2023.10181366

Ferroelectric Domain Wall Logic Gates

Autores: Ahmet Suna, Conor J. McCluskey, Jesi R. Maguire, Amit Kumar, Raymond G. P. McQuaid and J. Marty Gregg
Publicado en: 2022
Editor: Cornell University
DOI: 10.48550/arxiv.2209.08133

Online Training of Spiking Recurrent Neural Networks with Phase-Change Memory Synapses

Autores: Demirag, Yigit; Frenkel, Charlotte; Payvand, Melika; Indiveri, Giacomo
Publicado en: arXiv, Edición 3, 2021
Editor: Cornell University
DOI: 10.3929/ethz-b-000529333

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