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Reconfigurable neuromorphic computation in biochemical systems
2015 37th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC), 2015Implementing application-specific computation and control tasks within a biochemical system has been an important pursuit in synthetic biology. Most synthetic designs to date have focused on realizing systems of fixed functions using specifically engineered components, thus lacking flexibility to adapt to uncertain and dynamically-changing environments.
Chiang, Hui-Ju +2 more
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Neuromorphic computing at scale
NatureNeuromorphic computing is a brain-inspired approach to hardware and algorithm design that efficiently realizes artificial neural networks. Neuromorphic designers apply the principles of biointelligence discovered by neuroscientists to design efficient computational systems, often for applications with size, weight and power constraints.
Dhireesha Kudithipudi +22 more
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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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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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Molecular imaging in oncology: Current impact and future directions
Ca-A Cancer Journal for Clinicians, 2022Steven P Rowe, Martin G Pomper
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Dynamical memristors for higher-complexity neuromorphic computing
Nature Reviews Materials, 2022Suhas Kumar +2 more
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