Advances in Neuromorphic Computing and Memristive Technologies
A special issue of Electronics (ISSN 2079-9292). This special issue belongs to the section "Computer Science & Engineering".
Deadline for manuscript submissions: 15 April 2025 | Viewed by 53
Special Issue Editor
Special Issue Information
Dear Colleagues,
Neuromorphic computing, inspired by the complex architecture of the human brain, and memristive technologies, which enable advanced memory and computational systems, have experienced significant progress in recent years. These technologies serve as foundational elements for creating energy-efficient, high-performance, and scalable computing systems, with transformative potential across fields like artificial intelligence, machine learning, robotics, and edge computing. Memristors, with their non-volatile memory and analog processing capabilities, and neuromorphic hardware, capable of mimicking neural plasticity and network behavior, are opening new horizons in computing architecture.
This Special Issue aims to present the latest advances in materials, devices, architectures, and real-world applications of neuromorphic computing and memristive systems. We encourage submissions that explore novel materials, innovative memristive devices, bio-inspired computational frameworks, and the practical implementation of these technologies. Original research articles, comprehensive review papers, and case studies are all welcome.
Possible themes include, but are not limited to, the following:
- Novel materials for memory devices and applications;
- Novel memristive devices and circuits;
- Neuromorphic architectures for AI and machine learning;
- Bio-inspired memory architectures;
- Integration of memristors with CMOS technology;
- Energy-efficient neuromorphic hardware for edge computing;
- Applications of memory/memristive technologies in optoelectronics and IoT.
Dr. Muhammad Naqi
Guest Editor
Manuscript Submission Information
Manuscripts should be submitted online at www.mdpi.com by registering and logging in to this website. Once you are registered, click here to go to the submission form. Manuscripts can be submitted until the deadline. All submissions that pass pre-check are peer-reviewed. Accepted papers will be published continuously in the journal (as soon as accepted) and will be listed together on the special issue website. Research articles, review articles as well as short communications are invited. For planned papers, a title and short abstract (about 100 words) can be sent to the Editorial Office for announcement on this website.
Submitted manuscripts should not have been published previously, nor be under consideration for publication elsewhere (except conference proceedings papers). All manuscripts are thoroughly refereed through a single-blind peer-review process. A guide for authors and other relevant information for submission of manuscripts is available on the Instructions for Authors page. Electronics is an international peer-reviewed open access semimonthly journal published by MDPI.
Please visit the Instructions for Authors page before submitting a manuscript. The Article Processing Charge (APC) for publication in this open access journal is 2400 CHF (Swiss Francs). Submitted papers should be well formatted and use good English. Authors may use MDPI's English editing service prior to publication or during author revisions.
Keywords
- neuromorphic computing
- memristive devices
- artificial intelligence
- spiking neural networks
- synaptic plasticity
- memristor-CMOS integration
- edge computing
- energy-efficient computing
- bio-inspired hardware
- robotics
- optoelectronics
Benefits of Publishing in a Special Issue
- Ease of navigation: Grouping papers by topic helps scholars navigate broad scope journals more efficiently.
- Greater discoverability: Special Issues support the reach and impact of scientific research. Articles in Special Issues are more discoverable and cited more frequently.
- Expansion of research network: Special Issues facilitate connections among authors, fostering scientific collaborations.
- External promotion: Articles in Special Issues are often promoted through the journal's social media, increasing their visibility.
- e-Book format: Special Issues with more than 10 articles can be published as dedicated e-books, ensuring wide and rapid dissemination.
Further information on MDPI's Special Issue polices can be found here.
