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An Overview on Applications of Spiking Neural Networks and Spiking Neural P Systems

Spiking Neural Networks (SNNs) and Spiking Neural P Systems (SNPSs) are advanced computational models inspired by the biological processes of the human brain. SNNs use discrete spikes to transmit information between neurons, offering a more energy-efficient and biologically plausible approach compared to traditional neural networks.
openaire   +1 more source

Photonic Spiking Neural Networks and Graphene-on-Silicon Spiking Neurons

Journal of Lightwave Technology, 2022
Bhavin J Shastri   +2 more
exaly  

Simple framework for constructing functional spiking recurrent neural networks

Proceedings of the National Academy of Sciences of the United States of America, 2019
Terrence Sejnowski, , Yinghao Li
exaly  

Going Deeper in Spiking Neural Networks: VGG and Residual Architectures

Frontiers in Neuroscience, 2019
Abhronil Sengupta   +2 more
exaly  

Spiking Neural Networks Hardware Implementations and Challenges

ACM Journal on Emerging Technologies in Computing Systems, 2019
Edith Beigné   +2 more
exaly  

Neuromorphic Spiking Neural Networks and Their Memristor-CMOS Hardware Implementations

Materials, 2019
Maria Teresa Serrano Gotarredona   +2 more
exaly  

Spatio-Temporal Backpropagation for Training High-Performance Spiking Neural Networks

Frontiers in Neuroscience, 2018
Lei Deng, Guoqi Li, Luping Shi
exaly  

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