5-8 October 2026 - darmstadtium - Darmstadt - Germany
Picture: Patrick Bal5-8 October 2026 - darmstadtium - Darmstadt - Germany
Picture: Jürgen Mai5-8 October 2026 - darmstadtium - Darmstadt - Germany
Science Palace TU Darmstadt
Important Dates
Abstract submission opening:
1 May 2026 (Fr)
Abstract submission deadline:15 June 2026 (Mo)
29 June 2026 (Mo)
Notification of Acceptance:29 June 2026 (Mo)
13 July 2026 (Mo)
Early registration:
21 August 2026 (Fr)
Conference:
5 – 8 October 2026
Contact
Legend:
Invited
Contributed
Social programme
Day 1 - Monday 5 October
| 09:00-09:45 | Plenary – Abu Sebastian | |
| EC-RAM / Protonic devices | Edge Computing | |
| 10:10-10:35 | Electrochemical Ionic Synapses for Energy-Efficient Brain-Inspired Computing Bilge Yildiz - MIT, Boston |
Development of Emerging Memory Devices and Their Applications for Edge Computing Shinhyun Choi - KAIST, Daejeon |
| 10:35-11:50 | Multifunctional MoOx-based Volatile Memristor with Tunable Relaxation Dynamics Enabling Artificial Nociception and Neuromorphic Computing Anusha Dsouza - CeNS, Bangalore |
Precision-Energy Trade-offs in 28nm RRAM-Based MAC Arrays Ankit Bende - FZ Jülich |
| Proton based logic-and-memory in double-gated 2D materials Marcelo Lozada-Hidalgo - U Manchester |
Energy-efficient uncertainty quantification via gate-tunable 1A1M synaptic array for Bayesian neural network Hyeon Bin Kim - KU-KIST, Seoul |
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| Aqueous proton-permeable graphene chemimemristor for robust electrochemical reservoir computing Senlin Tang - MPI P Mainz |
Monolithic 3D integrated memristor array for low-interfered and high-density in-memory computing Yeon Seo An - KU-KIST, Seoul |
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| Bidirectional Analogue Conductance Modulation in Wafer-Scale Ag/SnOx Electrochemical Metallisation Memristors Zohreh Hajiabadi - U Southhampton |
Memristor crossbar arrays as stateful outer-product engines for fully-parallel backpropagation weight updates Chenfei Miao - Tsinghua U, Beijing |
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| Temporal Evolution of Programmed Conductance in IGZO/HfO2 Electrochemical Random-Access Memory Jung Kyu Lee - SNU, Seoul |
A Fully Integrated Low-Power DNN Processor for In-Memory Computing Based on Non-Filamentary Nb₂O₅/CeO₂ Memristors Kitae Park - UNIST, Ulsan |
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| Electrochemical metallization | Opticalelectronic Memristors | |
| 13:35-14:05 | Engineering of the volatile dynamics of Ag-based electrochemical memristors Stefano Brivio - CNR-IMM, Agrate |
Dye-sensitized Optoelectronic Synapses for Physical Reservoir Computing-based Motion Vision Systems Takashi Ikuno - Tokyo U of Science |
| 14:05-15:20 | Synaptic Dynamics in Soft Metal–Polymer Formulations for Neuromorphic Computing Pedro Ferreira - U Porto |
Parallel Optoelectronic programming of IGZO RRAM devices with a micro-LED array Andrew Adair - U Strathclyde, Glasgow |
| Localizing Switching Sites: Low-Variability ECM Memristors via On-Chip Ag NP Synthesis Markus Fischer-Butesheva - ETH Zurich |
Defect-Trap Mediated Resistive Switching in TiO2 Photomemristors Marina Sparvoli - U São Paulo |
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| Direct operando STEM observation of coupled Cu filament dynamics in hafnia-based memristors Taewook Kim - TU Darmstadt |
GeSbTe Optical Memristor Devices for Neuromorphic Computer Vision Neil Kemp - U Nottingham |
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| Overcoming Filament Stochasticity: RESET-Based Programming in Electrochemical Metallization Memristors Xin Zheng - FZ Jülich |
Reconfigurable quantum dot light emitting memristor for neuromorphic computing Yeunwoo Kwon - SNU, Seoul |
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| Different modes of threshold switching in Ag/HfO2/Pt-based volatile electrochemical metallization memory (v-ECM) devices Susanne Hoffmann-Eifert - FZ Jülich |
Optically Tunable CuxO Based Memristor for Neuromorphic Computing R. S. Harisankar - IIT Hydarabad |
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| VCM/Modelling | Analog Computing | |
| 15:45-16:15 | The Role of Materials and Defects on the Electroforming and Switching Mechanism of Filamentary VCM Cells Stephan Menzel - FZ Jülich |
Emerging Analog Memories as Knobs for Multi-Scale Neural System Design Melika Payvand - U/ETH Zurich |
| 16:15-17:15 | Hig-Temperature Retention and Degradation Mechanisms of Multilevel Conductive-Metal-Oxide/HfOx ReRAM Marta Reyes - IBM, Zurich / NOVA School of Science and Technology, University of Lisbon |
Analog Conductance Modulation in Percolative Ge₂Sb₂Te₅ Pathways Confined within a HfO₂ Nanoparticle Matrix So-Young Lim - UNIST, Ulsan |
| Forming voltage reduction of 1T1R RRAM devices by tuning Ti/Al:HfO2 thickness ratio while maintaining reliable switching performance Dorai Swarmy Reddy - IHP, Frankfurt/Oder |
Physics-Informed Digital-Twin Reinforcement Learning Framework for Precise Multi-Level Programming of Analog Memristors Zhuo Diao - Osaka U |
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| Nanoscale Filament Evolution and Local Resistive Switching in Sub-Stoichiometric Yttrium Oxide Thin Films Yen-Po Liu - FZ Jülich |
Performance-Reliability Co-Optimization of TrioN(3N0C) Synaptic Memory for Analog AI Acceleration Junyoung Choi - POSTECH, Pohang |
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| Insights into Voltage-Driven Degradation Processes in Hafnia-Based Memristive Devices Cristian Ferreyra - UAB Barcelona |
Wafer-Scale Hexagonal Boron Nitride Memristors with Reliable Analog Switching Jaesub Song - POSTECH, Pohang |
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| 17:45-20:00 | Welcome reception | |
Day 2 - Tuesday 6 October
| 09:00-09:45 | Plenary – Ming Liu | |
| Organic memristors | Reservoir Computing | |
| 10:10-10:35 | Memristors with Organic Self-Assembled Monolayers Peer Kirsch - TU Darmstadt/Merck |
Iontronic and Spintronics Reservoirs: Toward In-Materia Sensor Computing Takashi Tsuchiya - NIMS, Tsukuba |
| 10:35-11:50 | Memristive and neuromorphic properties of CdIn2S4-based devices driven by metastable defect complexe Jakub Zdziebłowski - Warsaw U |
Resistive Random-Access Memory-Based Logic-in-Memory as a Tunable Temporal Encoding Kernel Kunhee Son - SNU, Seoul |
| Deterministic Control of Neuromorphic Behavior in SI-ATRP Engineered Polymer Brush Memristors Anna Kostecka - U Krakow |
An Analog Pulse Amplitude-to-Width Encoding Circuit Using Single-Transistor-Latch Oscillator for Reservoir Computing Byeong Su Kim - SNU, Seoul |
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| A Highly Stable Multimodal Perovskite Heterojunction Memristor Enabling In-Memory Perception Abdul Momin Syed - KAUST, Thuwal |
Spatiotemporal Sequence Identification with Percolating Networks of Nanoparticles Daniel Smith - U Canterbury, Christchurch |
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| A Self-powered Optoelectronic In-sensor PUF Based on Halide Perovskites Nivedan Amarnani - Nanyang TU, Singapore |
Multiterminal characterization of spatio-temporal dynamics in self-organizing nanowire networks Carlo Ricciardi - Politecnico di Torino |
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| Soft reconfigurable self-assembled materials for embodied computing Francesca Borghi - U Milano |
Overcoming Dynamic Saturation in Memristor-based Physical Reservoir Computing via Input Spectral Mapping Soohyeon Kim - U Michigan, Ann Arbor |
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| Uncommon systems | Noise | |
| 13:35-14:05 | Programmable memristors with two-dimensional nanofluidic channels Radha Boya - Manchester U |
Understanding and Controlling Read Noise in VCM-based RRAM Fabiana Taglietti - FZ Jülich |
| 14:05-15:20 | From Powder to Device: High Entropy Oxide for Resistive Switching Applications Lukas Heinen - FZ Jülich |
Voltage Dependence of Random Telegraphic Noise in SiOx RRAM Devices Raju Vemuri - Velluri IT, Vellore |
| Temperature Induced Synaptic Fatigue in BiFeO3-Based Electronic Synapses Sanchari Pal - IIST, Kerala |
Full-cycle noise measurements in memristive systems: uncovering and reducing the stochasticity that limits device performance Zoltán Balogh - Budapest U |
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| Inkjet-Printed Hexagonal Boron Nitride Memristors: Current-Driven Characterization and Record Endurance at Low Switching Currents Pere Aran Vila - U Barcelona |
Temperature dependent characterization of HfO2 memristive devices and their noise analysis Itir Köymen - TOBB ETÜ, Ankara |
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| Delafossite p-CuGaO2 as a Switching Layer for Reliable Multifunctional Memory Applications Mohammad Tauquir Shaikh - Sejong U |
AFM-based local fluctuations spectroscopy of memristive systems Gergö Fehérvári - Budapest U |
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| Flexible LIG CuO/ZnO pn Nanoheterostructure for Efficient CO Detection at Room Temperature Megha Megha - Shiv Nadar I, Noida |
Low-Frequency Noise Uncovers Distinct Filament Dynamics in La-Doped and Undoped HfO₂-Based RRAM Yingxin Li - TU Darmstadt |
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| Silicon oxide / PCMO | Spiking behavior | |
| 15:45-16:15 | CMOS-compatible silicon-oxide memristors: Device characterization, compact modelling, and prospects for in-memory computing Fernando Aguirre - Intrinsic Semiconductor |
Memristor-based Parallel-Synapse Leaky Integrate-and-Fire Neuron Circuit for Non-Periodic Spiking Data Processing Jen-Sue Chen - NCKU, Tainan |
| 16:15-17:15 | Tracing the origin of switching variability in SiOx:Cu memristive devices through fabrication, data mining and simulations Sahitya Yaragolla - U Bochum |
A Spiking Memristive Neuristor Chain at the Edge-of-Chaos Richard Schroedter - TU Dresden |
| Detection and Statistical Analysis of Switching Behavior Transitions in SiOx-Based ReRAM Paulius Abraitis - University College, London |
Multimodal Memristive Blinking Neurons for Ultra-High Density Spiking Neural Networks Yue Zhou - Hongkong U SciTech, Guangzhou |
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| The role of deposition on oxygen exchange at the SiO2/Ta interfaces: a first-principles study Margherita Buraschi - University College, London |
Material-Intrinsic Synapse-Like Plasticity and Leaky Integrate-and-Fire Dynamics in a Quasi-One-Dimensional Molecular Memristor Taishi Takenobu - Nagoya U |
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| Amorphous, Highly Conductive Pr0.7Ca0.3MnO3 for Area-Dependent Resistive Switching Devices Max Buczek - FZ Jülich |
Electronic Pain Perception Enabled by Ag/CeO2 Diffusive Memristors Subramanian Angappane - CNSMS Bangalore |
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| 17:45-20:00 | Poster Session | |
Day 3 - Wednesday 7 October
| Integration/Design | Circuit design | |
| 09:00-09:25 | Energy-Efficient Edge Systems via Emerging Memory Co-Integration Erika Covi - TU München |
From Compute-in-Memory to New Frontiers Marc Reichenbach - U Rostock |
| 09:25-10:25 | Electrochemical Polishing Approach for Reliable Quantum Memristors Ilia Valov - FZ Jülich |
From MAGIC to PyPIM: The Evolution of Abstraction in PIM Ronny Ronen - Technion |
| Noise-Enhanced Synaptic Weight Adaptation in HfO2 Memristive Synapses Samrat Malakar - IIT Palakkad |
Analog Resistive Switching Assessment of CMOS-Compatible Engineered HfO₂-Based RRAM Device Gayathri Kuruvallur - IHP Frankfurt/Oder |
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| Correlating the impact of structure, morphology and the defects of the solution-processed tungsten oxide on RRAM devices for PUF applications Suresh Kumar Garlapati - IIT Hyderabad |
Mixture density networks for probabilistic forecasting of resistive switching Thiemo Benthien - Kiel U |
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| Automated Statistical Validation Framework for Memristor-Based Random Number Generators Using NIST SP 800-22 Juan Castillo - UAB Barcelona |
Design and Implementation of Single-/Multi-Stage Small-Signal Amplifier Circuits Based on Locally Active Memristors Yan Liang - Hangzhou Dianzi U |
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| TBD | Ising machines | |
| 10:50-11:20 | tba Gina Adam - GWU Washington |
Towards Scalable High-Order Ising Machines and SAT Solvers with In-Memory Computing Dmitri Strukov/Tinish Bhattacharya - UC Santa Barbara |
| 11:20-12:20 | Anodic Memristors: From Electrochemical Oxide Growth to Tailored Resistive Switching Properties Elena Atanasova - Johannes Kepler U, Linz |
Closed-Loop In-Memory Computing for Energy-Based Nonlinear Optimization Piergiulio Mannocci - Politecnico di Milano |
| In-Operando Thermoreflectance Imaging of Heating Localization during Self-Oscillation in Vanadium Dioxide Nanowires Memristors. Thomas Ratier - UC Louvain |
Scalable RRAM-Based ANalog Solver for Sparse Matrix Equations Zheng Miao - Peking University, Beijing |
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| Machine Learning with Material Chaos Vivek Dey - IIS Bangalore |
Fully-digital Domain Hybrid Ising Machine based on Floating-Body Charge-Trap Flash Sunwoo Cheong - SNU, Seoul |
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| Gallium oxide barrier engineering in HZO ferroelectric tunnel junctions for analog synapses Mrinmoy Dutta - HZ Berlin |
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| High frequency/Ultrafast | Synaptic behavior | |
| 14:20-14:50 | Design and performance analysis of rf switches based on resistive switching devices Asal Kiazadeh - Unova, Lisboa |
Unraveling the Local Current-Limit Mechanism behind Linear, Low-Voltage Synaptic Update in IGZO/Cu:Te Bilayer Memristor Inho Kim - KIST, Seoul |
| 14:50-15:35 | Toward GHz operation of oscillating neural networks Miklos Csontos - ETH, Zurich |
Multimodal Learning and Dual-Wavelength Information Encoding in CuPc-Based Optoelectronic Artificial Synapses Abhijith Anand - IIST, Kerala |
| Photomemristors for neuromorphic vision Hongwei Tan - MPI |
Time-Dependent Synaptic Plasticity and Neuromorphic Potential of Ag-Doped VCeOx-Based Analog RRAM Devices Jiyeon Ryu - UNIST, Ulsan |
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| Ultrafast Multilevel Switching and Synaptic Behavior in a Planar Quantum Topological Memristor Based on Bi2Te3 Topological Insulator MU Rashid - Soongsil U, Seoul |
Time-series prediction with compact memristor circuits over a wide, adjustable operating frequency range András Halbritter - Budapest U |
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| Amorphous SrTiO3-x devices emulate multiple synaptic functionalities Varun Ranade - Trinity College Dublin |
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| 15:45-16:10 | Honorary session: Glenn Ge – From Science to Silicon Beyond von Neumann: The Memristor’s Industrialization Path to Scalable Real-World AI | |
| 16:10-17:30 | Honorary session: Leon Chua 90 (Introduction by Ronald Tetzlaff) | |
| 19:00-22:00 | Conference dinner | |
Day 4 - Thursday 8 October
| 09:00-09:45 | Plenary – Themis Prodromakis | |
| Crossbar arrays | Oscillators | |
| 10:10-10:35 | The case of ferroelectric memristors and memcapacitors in passive crossbar arrays Stefan Slesazeck - Namlab, Dresden |
tba Aida Todri-Sanial - Eindhoven U of Technology |
| 10:35-11:20 | Application of Memristors for Implementation of a Modified Hebbian Learning Rule Xiaoyuan Wang - Anhui U |
Light-Modulated Oscillatory Neuromorphic Devices Using Phase-Transition V₃O₅ Shimul Kanti Nath - UNSW Sydney |
| Impact of variations in n-type MOSFET electrical characteristics on 1T1R RRAM cells performance Emilio Perez - IHP Frankfurt/Oder |
Self-Sustained Oscillation Driven by Colossal Emergent Inductance in a Molecular Memristor Yugo Oshima - RIKEN |
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| Programming of artificial synapses in neurotransistors without direct gate node access Hampus Hofmann - Namlab, Dresden |
A Novel Spectral Method to Investigate Symmetry Breaking in Cellular Systems Alon Ascoli - Politecnico di Torino |
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