Model and Algorithm of Sequence-Based Quantum-Inspired Neural Networks
Sign Up to like & getrecommendations! Published in 2018 at "Chinese Journal of Electronics"
DOI: 10.1049/cje.2017.11.007
Abstract: To enhance the approximation ability of traditional Artificial neural network (ANN), by introducing the quantum rotation gates and the multi-qubits controlled-NOT gates to ANN, we proposed a Sequence input-based quantum-inspired neural network (SIQNN). In our… read more here.
Keywords: inspired neural; quantum inspired; algorithm sequence; model algorithm ... See more keywords
Brain-inspired neural networks: neuromorphic devices and their practical applications
Sign Up to like & getrecommendations! Published in 2025 at "Nanotechnology"
DOI: 10.1088/1361-6528/ae1840
Abstract: Neuromorphic devices are revolutionizing the field of artificial intelligence (AI) by emulating the neural structure and computational efficiency of the human brain. These devices offer a new computing paradigm that integrates processing and memory, sidestepping… read more here.
Keywords: neuromorphic devices; networks neuromorphic; inspired neural; brain inspired ... See more keywords
Fast transmission of computer-generated hologram with compressed sensing and quantum-inspired neural network
Sign Up to like & getrecommendations! Published in 2023 at "Optical Engineering"
DOI: 10.1117/1.oe.62.5.053101
Abstract: Abstract. A two-stage compression framework for computer-generated hologram (CGH) with compressed sensing (CS) and quantum-inspired neural network (QINN) is proposed. A deep learning-based CS model is applied to sample the CGH at sub-Nyquist rates to… read more here.
Keywords: inspired neural; compressed sensing; quantum inspired; generated hologram ... See more keywords
Fourier-inspired neural module for real-time and high-fidelity computer-generated holography.
Sign Up to like & getrecommendations! Published in 2022 at "Optics letters"
DOI: 10.1364/ol.477630
Abstract: Learning-based computer-generated holography (CGH) algorithms appear as novel alternatives to generate phase-only holograms. However, most existing learning-based approaches underperform their iterative peers regarding display quality. Here, we recognize that current convolutional neural networks have difficulty… read more here.
Keywords: generated holography; neural module; fourier inspired; inspired neural ... See more keywords
FPGA implementation of power-lite Volterra-inspired neural network equalizer in 180-Gb/s net bitrate IMDD short-reach optical system.
Sign Up to like & getrecommendations! Published in 2024 at "Optics letters"
DOI: 10.1364/ol.533564
Abstract: A white-box power-lite Volterra-inspired neural network (VINN) equalizer is proposed to solve the problem of complexity discontinuity in a Volterra nonlinear equalizer (VNLE). By adjusting the granularity of the solution space, it conserves computational resources… read more here.
Keywords: short reach; power lite; volterra inspired; lite volterra ... See more keywords
Bio-Inspired Neural Network for Real-Time Evasion of Multi-Robot Systems in Dynamic Environments
Sign Up to like & getrecommendations! Published in 2024 at "Biomimetics"
DOI: 10.3390/biomimetics9030176
Abstract: In complex and dynamic environments, traditional pursuit–evasion studies may face challenges in offering effective solutions to sudden environmental changes. In this paper, a bio-inspired neural network (BINN) is proposed that approximates a pursuit–evasion game from… read more here.
Keywords: real time; bio inspired; evasion; inspired neural ... See more keywords
Research on Intelligent Path Planning of Mobile Robot Based on Hybrid Symmetric Bio-Inspired Neural Network Algorithm in Complex Road Environments
Sign Up to like & getrecommendations! Published in 2025 at "Symmetry"
DOI: 10.3390/sym17060836
Abstract: To address the intelligent path planning challenges faced by mobile robots operating in complex road environments, this paper introduces the Hybrid Symmetric Bio-inspired Neural Network Algorithm (HSBNN). This algorithm integrates the improved bio-inspired neural network… read more here.
Keywords: bio inspired; algorithm; inspired neural; neural network ... See more keywords