Day 1 – 13th October
| 08:00 – 09:00 |
Registration |
|
| 09:00 – 10:00 |
PLENARY LECTURE: Memristor, Hodgkin-Huxley, and Edge of Chaos: Quo Vadis? Leon Chua |
|
| 10:00 – 10:20 |
Coffee break |
|
| 10:20 – 10:45 | Diffusive valence change memory: nanoionic mechanisms and prospects for neuro-inspired computing Regina Dittmann |
Advanced memristor technologies in neuromorphic and in-memory computing Daniele Ielmini |
| 10:45 – 11:00 | Plasmon-Enhanced Spectroscopy of Oxygen-Vacancy Dynamics in Plasmonic Cavities Martin Nicolussi |
Harnessing Long-Short Dynamics in Fully Hardware Memristive Spiking Neural Networks for Neural Signal Processing Peng Lin |
| 11:00 – 11:15 | 3D KMC-based Investigation of the Effect of Dopants on the Reliability of VCM ReRAM Nils Kopperberg |
Highly Integrated Vertical Floating Gate Memristor for Efficient Two-Terminal Neuromorphic Systems So Hyeon Park |
| 11:15 – 11:30 | Towards atomistic understanding of digital and analog filamentary switching Lambert Alff |
Threshold Switching Memristor Based Spiking Neuron Circuit Design for Motion Tracking Pengyu Liu |
| 11:30 – 11:45 | Material-Driven Variability Mitigation for Reliable Multi-Level Switching in 1T-1R Memristive Devices Godwin Paul |
Ultra-Flexible Memristive Reservoir Array for On-skin Computing Hyojin Shin |
| 11:45 – 12:00 | Non-volatile CsPbBr 3 Resistive Random Access Memory with Al2O3 buffer layer Saeed Goudarzi |
Recognition of the Parkinson’s Disease with a Mycelium-based Reservoir Memristive Circuit Ioannis K. Chatzipaschalis |
| 12:00 – 13:00 |
Lunch |
|
| 13:00 – 14:00 |
Poster session |
|
| 14:00 – 14:25 | Analog computing through memristive dynamic arrays: Sensor processor structures Ronald Tetzlaff |
Compact and Capable Neuromorphics through Drift–Diffusive Memristor Integration Joshua Yang |
| 14:25 – 14:40 | Neural Network-Based Modeling of a Memristor Embedded in a Physical Chaotic Circuit Karol Bednarz |
Comparing filamentary SiOx ReRAM switching characteristics under different programming parameters Paulius Abraitis |
| 14:40 – 14:55 | Neural Sequence Models to memristor state variable modelling and prediction Rishabh Mallik |
Integrate-and-Fire Circuits based on Ag/HfO2/Pt Threshold Switches Susanne Hoffmann-Eifert |
| 14:55 – 15:10 | Memristive oscillator at the edge of chaos enables controllable complex behaviors and frequency domain extraction Yanghao Wang |
TiOx RRAM 1T1R with Optimized IGZO TFT Selector Alin Panca |
| 15:10 – 15:25 | NDR Effects in a Niobium Oxide Threshold Switch induce Complex Small-Signal Current Amplification Phenomena in an Otherwise-Dumb Analogue Electrical Cell Alon Ascoli |
Metallic-liner assisted 3D vertical PRAM architecture with effective drift suppression and reliable multi-level operation for Analog Compute-in-Memory Youngsoo Choi |
| 15:25 – 15:40 |
Coffee break |
|
| 15:40 – 16:05 | Outlook on PCM-Based Analog In-Memory Computing: Embedded Neural Processors and Emerging Device Concepts Abu Sebastian |
Filament conductivity change mechanism– new type memristive switching and its applications Ilia Valov |
| 16:05 – 16:20 | Digital-analog hybrid-mode amorphous GaOx memristor for unified edge memory and forming-free computing system ZHUO DIAO |
A Compact Model for Volatile-switching Electrochemical Metallization Memory Cells Stephan Menzel |
| 16:20 – 16:35 | Impact of Fabrication Errors on FPGA Logic and Interconnect Structures Using Memristor-based Memory Cells Jonas Gehrunger |
Studies of TiOx Memristive Device Dynamics: Quantum Conductance and Capacitive Effects Itir Koymen |
| 16:35 – 16:50 | Reservoir reconfiguration in self-organized neuromorphic networks: a multidisciplinary approach for task-oriented information processing Davide Pilati |
Understanding the transient dynamics Ag-based electrochemical memristors Stefano Brivio |
| 16:50 – 17:05 | Analog in-memory distance computing for adaptive representation learning and efficient in-memory search using In-Ga-Zn-O thin film transistors Kanghyeon Byun |
Advances in Silicon Nitride ReRAM Technology Panagiotis Dimitrakis |
| 17:05 – 17:20 | Numerical Differentiation On-chip Learning for Analogue Memristor Computing Tianyang Yao |
Ag nanoislands facilitating the resistive switching in polymer based CBRAM memristors Emanuele Verrelli |
| 17:20 – 19:00 |
Drinks Reception |
|
Day 2 – 14th October
| 08:30 – 09:30 |
PLENARY LECTURE: The Connections among Edge of Chaos, Excitability and Thermodynamic Efficiency in Memristors Stanley Williams |
|
| 09:30 – 09:45 |
Coffee break |
|
| 09:45 – 10:10 | Keynote title TBD TBC |
Keynote title TBD JP Strachan |
| 10:10 – 10:25 | On the interplay of T and R in VCM-based 1T1R structures Stefan Wiefels |
CMOS-Memristive Dendrite Architecture for Reliable Temporal Pattern Recognition Ming-Jay Yang |
| 10:25 – 10:40 | CMOS Integration of Area-dependent Pr0.7Ca0.3MnO3-based ReRAM-Devices Zoe Moos |
A trainable memristive circuit integrating bio-inspired learning rules Nadia Jimenez |
| 10:40 – 10:55 | A scaling-friendly memristor-based leaky integrate-and-fire circuit in a TSMC 28nm process technology Lukas Krystofiak |
IGZO TFT-Based 3N0C Synaptic Memory for Scalable and Efficient Analog Process-In-Memory Junyoung Choi |
| 10:55 – 11:10 | BEOL integration of TiO2-x memristors for neuromorphic applications Davide Florini |
Nonlinear Memristor-aware Training for Energy-efficient Neural Computing Younghyun Lee |
| 11:10 – 11:25 | Memristor Integration on Gate-Site Transistors for SNN Emulation Cuo Wu |
Title TBD TBC |
| 11:25 – 11:40 |
Coffee break |
|
| 11:40 – 12:05 | High-Order Hopfield Neural Networks and Boltzmann Machines for Combinatorial Optimization Dmitri Strukov |
Oxide-based RRAMs for unconventional computing Sabina Spiga |
| 12:05 – 12:20 | Solving Linear Programming in One Step with RRAM-Based Analog Matrix Computing Yubiao Luo |
Insights into Memristive Switching Dynamics in Ti/HfO₂-Based Complementary Resistive Switching Devices CRISTIAN FERREYRA |
| 12:20 – 12:35 | High-concurrency memristor-based ODE coarse solver Lianfeng Yu |
Cryogenic characterization of Schottky-Barrier Fieldeffect-Transistors for hybrid transistor-memristor devices Yannik Saßor |
| 12:35 – 12:50 | Memristor-Cellular Nonlinear Networks Exploiting Variability for Physical Unclonable Functions Dimitrios Prousalis |
Material Property Prediction for Resistive Switching Layer using Machine Learning and Chemically-Relevant Feature Descriptors Ben Rowlinson |
| 12:50 – 13:05 | IMBC: RRAM-based In-Memory Bitstream Computing for A Next Generation of AI Hardware Shady Agwa |
Low-Frequency Noise Spectroscopy as a Tool to Evaluate Oxide-Based Memristive Switching Mechanisms Demian Ranftl |
| 13:05 – 14:00 |
Lunch |
|
| 14:00 – 15:15 |
Poster session |
|
| 15:20 – 15:45 | Memristor-Enabled Modern Analog Computing Zhong Sun |
Keynote title TBD Julie Grollier |
| 15:45 – 16:00 | Demonstration of a variation tolerant memristive Majority logic for in-memory parallel computing Moon Gu Choi |
Edge-of-chaos state realized in spin-wave interference-based reservoir computing Maki Nishimura |
| 16:00 – 16:15 | Evolution-Enabled Neuromorphic Computing with Memristors Zilu Wang |
Spintronic advantage of molecular spin-valves for neuromorphic computing Alberto Riminucci |
| 16:15 – 16:30 | Temperature-Sensitive Spiking Neurons Implemented with Microfabricated Vanadium Dioxide Memristors Léopold Van Brandt |
Spoken Digit Recognition Using in-materio Reservoir Computing Utilizing Nonlinear Interfered Spin Wave Multi-detection Sota Hikasa |
| 16:30 – 16:45 | Efficient and Multi-Timescale Neuromorphic Information Processing Achieved by Ion-Gating Modulation of Material Dynamics Daiki Nishioka |
HZO/Ga₂O₃ Ferroelectric Tunnel Junction Synaptic Devices Mrinmoy Dutta |
| 16:45 – 17:00 | Local Activity and Edge of Chaos in Nonlinear Memristor Networks Fernando Corinto |
Spin-orbit-torque driven memristive device with reproducible set of multi-level resistive states based on a system of interconnected MTJs Gleb Demin |
Day 3 – 15th October
| 08:30 – 09:30 |
PLENARY LECTURE: Fusion of electronics and solid-state ionics through ionic nanoarchitectonics Kazuya Terabe |
|
| 09:30 – 09:45 |
Coffee break |
|
| 09:45 – 10:10 | Reconfigurable Compute-in-memory Chips and Systems based on Memristors Yuchao Yang |
Advanced Time Series Data Processing Using Various Memristor-Integrated Devices Cheol Seong Hwang |
| 10:10 – 10:25 | Hardware-Software Co-design of Attention-Driven Dynamic Convolutional Neural Networks with Gate-Tunable 2D Memristors Heemyoung Hong |
Area-Dependent Resistive Switching and Interfacial Dynamics in GCMO-Based Memristors Petriina Paturi |
| 10:25 – 10:40 | Self-organized criticality influence on information processing in memristive nanowire networks Fabio Michieletti |
Bidirectional Nonlinear Analog Memristor based on Band-to-Band Tunneling in Metal Oxides Heterojunction for Sneak-Path Current Free Crossbar Array Architecture Peter Hayoung Chung |
| 10:40 – 10:55 | Nanoporous niobium oxide memristors as physical platform for time series prediction via reservoir computing Joshua Donald |
Optical Memristor Devices for Neuromorphic Computer Vision Neil Kemp |
| 10:55 – 11:10 | Programmable connectivity and tunable synchronous resistive switching in self-assembled nanostructured devices Francesca Borghi |
Schottky to ohmic switching in GeTe-based ferroelectric memristor Maxime Culot |
| 11:10 – 11:25 | Bio-Inspired Neuromorphic Computing with Memristor-Based Sparse Event-Driven (MSE) Architecture for Adaptive Edge Vision Menglin Song |
HfZrOx-Ferroelectric Multistate Tunable Capacitor Deepika Yadav |
| 11:25 – 11:40 |
Coffee break |
|
| 11:40 – 12:05 | Memristive devices and systems for novel applications Qiangfei Xia |
Self-organizing nanowire networks: from local spatiotemporal dynamics to in materia computing Carlo Ricciardi |
| 12:05 – 12:20 | Memristive Fully Analog Iteration for Energy-efficient Matrix Equation Solving Yibai Xue |
Enhancing Johnson-Nyquist Noise for High-Performance Mott memristor-based Oscillatory TRNG Gwangmin Kim |
| 12:20 – 12:35 | In-memory Object Detection Based on C-doped Ge2Sb2Te5 PCM Chip in 40 nm Node Yuqi Li |
Running Conventional Automatic Speech Recognition on Memristor Hardware: A Simulated Approach Leon Brackmann |
| 12:35 – 12:50 | A Fast and Compact Threshold Switch-Based Cellular Nonlinear Network Cell Ahmet Samil Demirkol |
Three-Terminal Memristor with Tunable Volatility and Set-Voltage Kshipraprasadh Srikrishnaprabhu |
| 12:50 – 13:05 | Analog-input reconfigurable Threshold Logic Gates for real time learning and classification Paolo Milani |
Reconfigurable Artificial Multipolar Neuronal Device Realized by Nanoporous VO2 Memristive Array Gwanyeong Park |
| 13:05 – 14:00 |
Lunch |
|
| 14:00 – 15:15 |
Poster session |
|
| 15:20 – 15:45 | Keynote title TBD Wei Lu |
Synaptic and neural behaviours in a standard silicon transistor Mario Lanza |
| 15:45 – 16:00 | Accurate Color perception with low power perovskite-based memristors for fused reservoir computing applications Charalampos Tsioustas |
Multiple Nano-filaments Confinement for Analogue Switching in Hexagonal Boron Nitride Memristors Jaesub Song |
| 16:00 – 16:15 | Mesoporous silica-based memristor for neuromorphic computing Bohao Ding |
Wafer-scale floating-gate memristor array using 2D-graphene/3D-Al2O3/ZnO heterostructures for neuromorphic system Mihyang Park |
| 16:15 – 16:30 | Neural information processing and time-series prediction with only two dynamical memristors Dániel Molnár |
2D Heterostructures for Resistive Switching Applications Henrique Teixeira |
| 16:30 – 16:45 | Stochastic Memory for Security: TRNG Using RRAM Variability Ankit Bende |
Polyoxovanadates on MoS2 TDMC layers as novel multi-level switching materials Marco Moors |
| 16:45 – 17:00 | Multilevel Memimpedance Switching in SiOx-Based Nanodevices for Energy-Efficient Complex-Valued Processing Dip Das |
Mxene/LCO-PVA-Based Dendritic Memristor with Functionalized Interface for Synaptic Behavior Emulation Doowon Lee |
Day 4 – 16th October
| 09:00 – 10:30 |
Tutorial workshops |
|
| 10:30 – 11:00 |
Coffee break |
|
| 11:00 – 11:45 |
Editors panel |
|
| 11:45 – 12:30 |
Industry panel |
|
| 12:30 – 13:00 |
Poster prizes |
|