On-chip memristive artificial nano-synapses and neural networks

Projekt → III-V seMiconductor on sILicon nano opticaL amplIfier for signal regenerAtion and coMPuting Decreasing both power consumption and footprint of optoelectronic devices has been a long term goal for nanophotonics. MILLIAMP a… Beitrag ansehen → Projekt → Wave-based Integrated Nonlinear Generative System for Artificial Intelligence Artificial intelligence (AI) is disrupting nearly every aspect of modern life, including powerful generative models like ChatGPT… Beitrag ansehen → Projekt → Memristive Hardware Artificial Neural Networks In 2008, researchers at Hewlett-Packard have unveiled a new electronic component, called the memristor. Theorized by Leon Chua in… Beitrag ansehen → Projekt → Brain-inspired Resistive Artificial Ionic Neural Networks based on Crossbar-arrays of Conic Channels The energy consumption of machine learning (ML) is doubling every 2 months, outpacing global energy production within the next de… Beitrag ansehen → Projekt → Ferrimagnet powered memristors for neuromorphic computing Neuromorphic computing (NC) represents a groundbreaking approach to computation, drawing inspiration from the human brain to enha… Beitrag ansehen → Projekt → Understanding and Engineering Resistive Switching towards Robust Neuromorphic Systems Resistive switching refers to the controlled change in resistance of an electronic material, e.g. metal oxide, via the creation a… Beitrag ansehen →