Despite the attractiveness and apparent simplicity of the ReRAM/PCM concepts, it is challenging to experimentally approach and theoretically describe the nanoscale systems. The small dimensions lead to difficulties in distinguishing experimental signals from noise and show inevitable deviations from the classical macroscopic thermodynamic description, transport properties and stability. Joint efforts by experts in physics, chemistry, biology, materials science, computing and engineering are essential to understand the systems鈥 behaviour and to formulate general design rules.
The Faraday Discussion will bring together experts in a field of research which represents one of the hottest multidisciplinary topics, including major players from the computer and nanoelectronics industry, leading academic research groups in physics, chemistry, materials science, thin film technology, device engineering, computer science, neurology and brain-research and logic, and neuromorphic circuit engineering. It will discuss the fundamentals as well as specific demands and limitations in e.g. materials selection, processing, suitable model systems, technical requirements and the potential device applications, providing a bridge for terminologies, theories, models and applications.
Format
The Faraday Division have been organising high impact Faraday Discussions in rapidly developing areas of the physical sciences, with a focus on physical chemistry and its interfaces with other scientific disciplines for over 100 yearsFaraday Discussions have a special format where research papers written by the speakers are distributed to all participants before the meeting, and most of the meeting is devoted to discussing the papers. Everyone contributes to the discussion - including presenting their own relevant research. The research papers and a record of the discussion are published in the journal Faraday Discussions.
You can find out more about the Faraday Discussions in this video:
Themes
- Electrochemical metallization ReRAMs (ECM): Experiments and modelling
Two most promising types of ReRAM are the electrochemical metallisation memories 鈥 ECM (called also CBRAM, PMC or gapless-type atomic switch) which will be discussed in this session, and the valence change memories VCM (called also OxRAM), which will be the focus of the Session 2. These memories differ in that the main mobile species are assumed to be cations (e.g. Ag+, Cu+, etc.) in ECM cells, and anions (oxygen ions) in VCM cells. Application of voltages with different polarities provides the driving force for the filament formation and dissolution. The main challenges to improve device properties, stability and performance are the mesoscopic understanding of the electrochemical processes e.g. reaction/switching kinetics, transport, understanding the fundamental properties of matter at the nano and sub-nanoscale in order to formulate general design rules for materials and systems and these will be discussed in both session.
- Valence change ReRAMs (VCM): Experiments and modelling
- Phase-change memories (PCM): Experiments and modelling
- Synaptic and neuromorphic functions
This final session will focus on the applications and properties of ReRAM and PCM memristive systems as artificial synapses, and their other functionalities in neuromorphic networks. This will include the comparison between electrochemical responses of biological synapses and artificial memristive cells; learning abilities and decision making; the factors influencing the responses of memristive cells and the ways to control synaptic activity; hybrid memristive concepts for neurons and synapses; alternative, unconventional logics and computing and bio-inspired networks.
Aims
The Faraday Discussion will bring together experts in a field of research which represents one of the hottest multidisciplinary topics, including major players from the computer and nanoelectronics industry, leading academic research groups in physics, chemistry, materials science, thin film technology, device engineering, computer science, neurology and brain-research and logic, and neuromorphic circuit engineering. It will provide a bridge between terminologies, theories, models and applications.
Useful links
Downloads
- Draft Programme
- Preprints - Session 1 - Electrochemical metallization ReRAMs (ECM): Experiments and modelling
- Preprints - Session 2 - Valence change ReRAMs (VCM): Experiments and modelling
- Preprints - Session 3 - Phase-change memories (PCM): experiments and modelling
- Preprints - Session 4 - Synaptic and neuromorphic functions