Memristors—From in‐memory computing, deep learning acceleration, and spiking neural networks to the future of neuromorphic and bio‐inspired computing
Machine learning, particularly in the form of deep learning (DL), has driven most of the
recent fundamental developments in artificial intelligence (AI). DL is based on computational …
recent fundamental developments in artificial intelligence (AI). DL is based on computational …
Device and circuit architectures for in‐memory computing
D Ielmini, G Pedretti - Advanced Intelligent Systems, 2020 - Wiley Online Library
With the rise in artificial intelligence (AI), computing systems are facing new challenges
related to the large amount of data and the increasing burden of communication between …
related to the large amount of data and the increasing burden of communication between …
Integrated memristor network for physiological signal processing
Humans are complex organisms made by millions of physiological systems. Therefore,
physiological activities can represent physical or mental states of the human body …
physiological activities can represent physical or mental states of the human body …
Phase change random access memory for neuro‐inspired computing
Neuro‐inspired computing using emerging memristors plays an increasingly significant role
for the realization of artificial intelligence and thus has attracted widespread interest in the …
for the realization of artificial intelligence and thus has attracted widespread interest in the …
Toward software-equivalent accuracy on transformer-based deep neural networks with analog memory devices
Recent advances in deep learning have been driven by ever-increasing model sizes, with
networks growing to millions or even billions of parameters. Such enormous models call for …
networks growing to millions or even billions of parameters. Such enormous models call for …
Phase Change Memory: A Review on Electrical Behavior and Use in Analog In‐Memory‐Computing (A‐IMC) Applications
Recent development and progress of Artificial Intelligence (AI) algorithms made clear that
this topic is a paradigm shift with respect to the past. High throughput and ability to do …
this topic is a paradigm shift with respect to the past. High throughput and ability to do …