Collection 

Neuromorphic Hardware and Computing 2024

Submission status
Closed
Submission deadline

Inspired by human brain, neuromorphic computing technologies have made important breakthroughs in recent years as alternatives to overcome the power and latency shortfalls of traditional digital computing. An interdisciplinary approach is being taken to address the challenge of creating more efficient and intelligent computing systems that can perform diverse tasks, to design hardware with increasing complexity from single device to system architecture level, and to develop new theories and brain-inspired algorithms for future computing.

In this cross-journal collection, we aim to bring together cutting-edge research of neuromorphic architectures and hardware, computing and algorithms, applications and invite commentaries from experts. Topics of interest include but are not limited to the following:

  • Neuromorphic Hardware, Compute-in-Memory and Next-Generation Architectures
  • Brain-Inspired Computing and Algorithms, Software Frameworks
  • Spiking Neural Networks, Spike-Timing-Dependent Plasticity, Memory in AI
  • Bio-Inspired Sensing, Event-Driven Sensing, Neuromorphic Sensors
  • Edge and High-Performance Computing, Bio-Signal Processing and Brain-Computer Interface

We welcome the submissions of primary research that fall into any of the above-mentioned categories. All the submissions will be subject to the same peer review process and editorial standard as regular Nature Communications, Nature Computational Science, Communications Engineering, Communications Materials, and Communications Physics articles.

 

Inspired by the ability of mammalian brains for spatial perception, Jiang et al. develop a flexible electronic nerve capable of processing multisensory information for enhanced motion recognition tasks.

This Collection is open for submissions from all authors – and not by invitation only – on the condition that the manuscripts fall within the scope of the Collection and the participating journals more generally.

All manuscripts will be considered for publication according to the editorial policies of the specific participating journal through which they are submitted. Visit Nature portfolio’s Collections guidelines for more details.

When submitting your manuscript to a participating journal via our online submission system, please choose the appropriate Collection title from the drop-down menu on the submission form. Please be sure to express your interest in the Collection in your cover letter. Please only submit to one journal, but note that authors have the option to transfer to another participating journal following the editors’ recommendation.

This Collection has not been supported by sponsorship.