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Open Source Neuromorphic Computing

2023
Gradient-based Learning with Spiking Neural Networks * Python package for gradient-based * optimization of SNNs* seamless integration with PyTorch* CUDA + IPU accelerated* neuromorphic HW ...
openaire   +1 more source

Multisensory Ferroelectric Semiconductor Synapse for Neuromorphic Computing

Advanced Functional Materials
Integrated 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
semanticscholar   +1 more source

Memristor in neuromorphic computing

2012 IEEE International SOC Conference, 2012
As 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

2009
The 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
openaire   +1 more source

Neuromorphic sensory computing

Science China Information Sciences, 2021
Tianqing Wan   +4 more
openaire   +1 more source

Reconfigurable Neuromorphic Computing Systems

2022
Abderazek Ben Abdallah, Khanh N. Dang
openaire   +1 more source

Neuromorphic Computation

2020
Mircea Dragoman, Daniela Dragoman
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A Neuromorphic Computing Platform with Compact Neuromorphic Core

2021 IEEE 3rd International Conference on Circuits and Systems (ICCS), 2021
Pujun Zhou, Shaogang Hu
openaire   +1 more source

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
openaire   +1 more source

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