About this Research Topic
Frontiers in Neuroscience, Neuromorphic Engineering is delighted to present the ‘Reviews and Perspectives in’ series of article collections.
Reviews and Perspectives in Neuromorphic Engineering: Novel Neuromorphic Computing Approaches Research Topic will publish high-quality scholarly reviews and perspective papers on key topics in Neuromorphic Computing. It aims to highlight recent advances in neuromorphic computing in software, hardware, and wetware whilst emphasizing important directions, novel and unconventional approaches, and new possibilities for future inquiries. The research presented will promote discussion in the neuromorphic computing community that will translate to best practice applications.
We welcome Review, Mini Review, Opinion, General Commentary, and Perspective articles on themes including, but not limited to:
• Innovative architectures and models in neuromorphic computing
• Oscillatory Neural Networks computing
• Reservoir computing
• Chemical computing
• Protein computing
• Synthetic cells
• Analog computing
• Bayesian inference and fuzzy logic
• Linking neuromorphic and quantum computing
• Novel materials for neuromorphic computing
• Unconventional neuromorphic approaches
• Photonic computing
• 3D integrated Neural Network
• Physical Chemistry of materials and systems for neuromorphic computing.
New articles will be added to this collection as they are published.
Topic editor Siegfried Karg is employed by IBM Research - Zurich.
Topic Editor Gyorgy Csaba receives financial support from Intel Corporation, for his involvement in a research project on oscillator-based computing.
Reviews and Perspectives in Neuromorphic Engineering: Novel Neuromorphic Computing Approaches Research Topic will publish high-quality scholarly reviews and perspective papers on key topics in Neuromorphic Computing. It aims to highlight recent advances in neuromorphic computing in software, hardware, and wetware whilst emphasizing important directions, novel and unconventional approaches, and new possibilities for future inquiries. The research presented will promote discussion in the neuromorphic computing community that will translate to best practice applications.
We welcome Review, Mini Review, Opinion, General Commentary, and Perspective articles on themes including, but not limited to:
• Innovative architectures and models in neuromorphic computing
• Oscillatory Neural Networks computing
• Reservoir computing
• Chemical computing
• Protein computing
• Synthetic cells
• Analog computing
• Bayesian inference and fuzzy logic
• Linking neuromorphic and quantum computing
• Novel materials for neuromorphic computing
• Unconventional neuromorphic approaches
• Photonic computing
• 3D integrated Neural Network
• Physical Chemistry of materials and systems for neuromorphic computing.
New articles will be added to this collection as they are published.
Topic editor Siegfried Karg is employed by IBM Research - Zurich.
Topic Editor Gyorgy Csaba receives financial support from Intel Corporation, for his involvement in a research project on oscillator-based computing.
Keywords: Neuromorphic computing, neuromorphic systems, CollectionSeries
Important Note: All contributions to this Research Topic must be within the scope of the section and journal to which they are submitted, as defined in their mission statements. Frontiers reserves the right to guide an out-of-scope manuscript to a more suitable section or journal at any stage of peer review.
