DOI: https://doi.org/10.29363/nanoge.neumatdecas.2023.001
Publication date: 9th January 2023
Neuromorphic computing is seeing a resurgence as Si scaling strategies offer diminished returns. Software leads the way in implementing intelligence noted in animal brains into artificial neural network algorithms and learning rules. Simultaneously, there is interest in examining how such features can be emulated in hardware and whether this can offer some practical advantages in realizing low power computers in general or computers that can perform certain tasks more efficiently. The focus of my presentation will be on metal-insulator transitions in quantum materials such as correlated perovskite semiconductors that can be used to emulate the characteristics of neurons and synapses in the brain and serve as building blocks for AI hardware. We will then discuss how features of intelligence noted in various insects, mammals and birds by biologists can be implemented in electronic devices and circuits for learning and decision-making. Fundamental microscopic mechanisms essential to understanding the operational principles of such devices will be discussed using combination of synchrotron scattering studies and first principles modeling. Connections to the early research on spin glasses for neural networks will be discussed. Collaborations and funding will be acknowledged in the presentation.
nanoGe is a prestigious brand of successful science conferences that are developed along the year in different areas of the world since 2009. Our worldwide conferences cover cutting-edge materials topics like perovskite solar cells, photovoltaics, optoelectronics, solar fuel conversion, surface science, catalysis and two-dimensional materials, among many others.
Previously nanoGe Spring Meeting (NSM) and nanoGe Fall Meeting (NFM), MATSUS is a multiple symposia conference focused on a broad set of topics of advanced materials preparation, their fundamental properties, and their applications, in fields such as renewable energy, photovoltaics, lighting, semiconductor quantum dots, 2-D materials synthesis, charge carriers dynamics, microscopy and spectroscopy semiconductors fundamentals, etc.
International Conference on Hybrid and Organic Photovoltaics
International Conference on Hybrid and Organic Photovoltaics (HOPV) is celebrated yearly in May. The main topics are the development, function and modeling of materials and devices for hybrid and organic solar cells. The field is now dominated by perovskite solar cells but also other hybrid technologies, as organic solar cells, quantum dot solar cells, and dye-sensitized solar cells and their integration into devices for photoelectrochemical solar fuel production.
Asia-Pacific International Conference on Perovskite, Organic Photovoltaics and Optoelectronics
The main topics of the Asia-Pacific International Conference on Perovskite, Organic Photovoltaics and Optoelectronics (IPEROP) are discussed every year in Asia-Pacific for gathering the recent advances in the fields of material preparation, modeling and fabrication of perovskite and hybrid and organic materials. Photovoltaic devices are analyzed from fundamental physics and materials properties to a broad set of applications. The conference also covers the developments of perovskite optoelectronics, including light-emitting diodes, lasers, optical devices, nanophotonics, nonlinear optical properties, colloidal nanostructures, photophysics and light-matter coupling.
The International Conference on Perovskite Thin Film Photovoltaics Perovskite Photonics and Optoelectronics (NIPHO) is the best place to hear the latest developments in perovskite solar cells as well as on recent advances in the fields of perovskite light-emitting diodes, lasers, optical devices, nanophotonics, nonlinear optical properties, colloidal nanostructures, photophysics and light-matter coupling.