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Open Source Neuromorphic Computing
2023Gradient-based Learning with Spiking Neural Networks * Python package for gradient-based * optimization of SNNs* seamless integration with PyTorch* CUDA + IPU accelerated* neuromorphic HW ...
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Multisensory Ferroelectric Semiconductor Synapse for Neuromorphic Computing
Advanced Functional MaterialsIntegrated multifunctionality in visual information processing is crucial in the artificial intelligence era. Compared to the parallel human vision system, current bionic vision devices exhibit a complex structure with single functionality, challenging ...
Jinhua Zeng +17 more
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Memristor in neuromorphic computing
2012 IEEE International SOC Conference, 2012As technology scaling down becomes more and more difficult, the traditional von Neumann computer architecture cannot satisfy people's unlimited demand on high performance computation. Consequently, the neuromorphic hardware systems providing the capabilities of biological perception and information processing at compact and energy-efficient platform ...
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Neuromorphic Adiabatic Quantum Computation
2009The advantage of quantum mechanical dynamics in information processing has attracted much interest, and dedicated studies on quantum computation algorithms indicate that a quantum computer has remarkable computational power in certain tasks. Quantum properties such as quantum superposition and quantum tunneling are worth studying because they may ...
Shigeo Sato, Mitsunaga Kinjo
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Neuromorphic sensory computing
Science China Information Sciences, 2021Tianqing Wan +4 more
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Reconfigurable Neuromorphic Computing Systems
2022Abderazek Ben Abdallah, Khanh N. Dang
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Towards spike-based machine intelligence with neuromorphic computing
Nature, 2019K. Roy, Akhilesh R. Jaiswal, P. Panda
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A Neuromorphic Computing Platform with Compact Neuromorphic Core
2021 IEEE 3rd International Conference on Circuits and Systems (ICCS), 2021Pujun Zhou, Shaogang Hu
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Introduction to Neuromorphic Computing
Neuromorphic computing is an innovative and fast-evolving field poised to significantly impact human life in the coming decades. By emulating the brain's neural architecture using modern electronic systems, it aims to enhance computer architectures and revolutionize computing and machine learning tasks.Supriya Amol Londhe +2 more
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