About this Research Topic
In this Research Topic, we will explore different aspects of neuromorphic computing, from experimental and computational neurophysiology to synaptic and neuromorphic electronics feeding the last generation of artificial neural networks. The high-level of interdisciplinarity of this Research Topic allows to explore different areas of research which are apparently distant form each other but maintaining a common thread given by the performances shown by the nervous system, from energy consumption to highly parallelized cognitive tasks.
We will host articles focused on the analysis of the computational properties of neural microcircuits and networks as well as investigating computational paradigms exploited by neural circuits. Furthermore, works presenting new neuromorphic electronic devices and architectures are more than welcome. Articles showing neuromorphic materials mimicking synaptic and neuronal behaviors will be published. In addition, theoretical studies investigating the amazing capabilities of human brain and suggesting new computational paradigms to be employed in modern AI applications will be taken into account.
Keywords: Neuroscience, Synaptic transmission, Neuromorphic electronics, Neural networks
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.