Simulating biological synapses with electronic devices is a re‐emerging field of research. It
is widely recognized as the first step in hardware building brain‐like computers and artificial …

This comprehensive review summarizes state of the art, challenges, and prospects of the
neuro-inspired computing with emerging nonvolatile memory devices. First, we discuss the …

This review article attempts to provide a comprehensive review of the recent progress in the
so-called resistive random access memories (RRAMs). First, a brief introduction is presented …

Biological synapses store and process information simultaneously by tuning the connection
between two neighboring neurons. Such functionality inspires the task of hardware …

In this paper, the recent progress of synaptic electronics is reviewed. The basics of biological
synaptic plasticity and learning are described. The material properties and electrical …

In this Review, memristors are examined from the frameworks of both von Neumann and
neuromorphic computing architectures. For the former, a new logic computational process …

Artificial synaptic devices that can be stretched similar to those appearing in soft-bodied
animals, such as earthworms, could be seamlessly integrated onto soft machines toward …

With the exploration of ferroelectric materials, researchers have a strong desire to explore
the next generation of non‐volatile ferroelectric memory with silicon‐based epitaxy, high …

The implementation of biocompatible and biodegradable information storage would be a
significant step toward next-generation green electronics. On the other hand, benefiting from …

Recent progress in deep learning extends the capability of artificial intelligence to various
practical tasks, making the deep neural network (DNN) an extremely versatile hypothesis …