Connectionists: Call for Papers to "Neuromorphic Artificial Intelligence and Its Applications: Retrospective and Prospective" special issue

[Vassilis Cutsuridis]

Dear colleagues,

we would like to invite you to submit a manuscript to the Special Issue "Neuromorphic Artificial Intelligence and Its Applications: Retrospective and Prospective<https://www.mdpi.com/journal/brainsci/special_issues/ID2J799RH5>" organized by the Brain Sciences<https://www.mdpi.com/journal/brainsci> journal.

Scope
Neuromorphic artificial intelligence (AI), inspired by brains, constitutes a shift in the development of AI technology that is able to process vast amounts of information extremely quickly, accurately, and with far less energy expenditure than any AI/DL system. Because it utilizes event-based processing in which neurons spike only in response to specific stimuli, at any given time only a small fraction of neurons is active, drastically reducing energy consumption. Neuromorphic AI is expected to open new roads to computing technologies (software and hardware) and pave the way to true artificial general intelligence.

This Special Issue aims to solicit articles that report state-of-the-art approaches to and recent advances in:

  *
Novel neuromorphic architectures and models constrained by neurobiological data from multiple levels of detail showing mastery in all faculties, including sensory recognition, learning and memory, decision making, cognitive control, reasoning, language processing, and consciousness
  *
Learning algorithms constrained by the limits of biology and neuromorphic hardware
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Neuromorphic hardware (sensors, chips, cameras) for cognitive systems
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Applications of neuromorphic architectures or hardware to cognitive robotics
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Application of neuromorphic architectures or hardware to all other aspects of science and technology

This Special Issue will bring together scientists with diverse backgrounds to discuss current concepts and exciting new results in this broad field, cutting across disciplines and focusing on topics that have a high potential to synergize. It is expected that this Special Issue will generate valuable new insights and highlight promising directions of future progress.


Deadline for manuscript submissions: 31 August 2025



Regards,
Vassilis







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Dr Vassilis Cutsuridis

Associate Professor in Computer Science

School of Engineering, Computing and Mathematics

University of Plymouth, Drake Circus, Plymouth, UK, PL4 8AA


Email:  vassilis.cutsuridis at plymouth.ac.uk

Web:   https://www.plymouth.ac.uk/staff/vassilis-cutsuridis



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