Physical computing, particularly photonic computing, offers a promising alternative by directly encoding data in physical quantities, enabling efficient probabilistic computing. This Perspective discusses the c
Using photons in lieu of electrons to process information has been an exciting technological prospect for decades. Optical computing is gaining renewed enthusiasm, owing to the accumulated maturity of photonic integrated circuits and the pressing need fo
Brain-like computing, also known as neuromorphic computing, is a brain-inspired information processing model designed to mimic the efficiency, versatility, and resilience of the human brain [7]. From: Materials Today Nano, 2019 About this pageSet alert Discover other topics On this page Definition...
One of the aims of neuromorphic engineering is to implement elements of artificial intelligence (AI) algorithms, in particular artificial neural networks , with hardware that reflects the massively distributed nature of these bioinspired architectures. In this chapter, we introduce history, basic concepts...
in-memory computinglow power neuromorphic computingnonvolatile memoriessynaptic devicesThe increasing power consumption in the existing computation architecture presents grand challenges for the performance and reliability of very﹍arge﹕cale integrated circuits. Inspired by the characteristics of the human brain...
What is neuromorphic computing? Neuromorphic computing is a method of computer engineering in which elements of a computer are modeled after systems in the human brain and nervous system. The term refers to the design of both hardware and software computing elements. Neuromorphic computing is sometime...
Neuromorphic computing is a growing computer engineering approach that models and develops computing devices inspired by the human brain. Neuromorphic engineering focuses on using biology-inspired algorithms to design semiconductor chips that will behave similarly to a brain neuron and then work in this ...
Reverse Engineering How we created neuromorphic engineering Neuromorphic engineering aims to create computing hardware that mimics biological nervous systems, and it is expected to play a key role in the next era of hardware development. Carver Mead recounts how it all began. Carver Mead Reverse ...
Research in photonic computing has flourished due to the proliferation of optoelectronic components on photonic integration platforms. Photonic integrated circuits have enabled ultrafast artificial neural networks, providing a framework for a new class o
The journal ``Neuromorphic Computing and Engineering'' (NCE) has been launched to support this new community in this effort and provide a forum and repository for presenting and discussing its latest advances. Through close collaboration with our colleagues on the editorial team, the scope and ...