Suchergebnisse - "Field-programmable gate array"

Brain-Like Initial-Boosted Hyperchaos and Application in Biomedical Image Encryption von Lin, Hairong, Wang, Chunhua, Cui, Li, Sun, Yichuang, Xu, Cong, Yu, Fei

“… Neural networks have been widely and deeply studied in the field of computational neurodynamics. However, coupled neural networks and their brain-like chaotic …”
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Generating Any Number of Initial Offset-Boosted Coexisting Chua's Double-Scroll Attractors via Piecewise-Nonlinear Memristor von Zhang, Sen, Li, Chunbiao, Zheng, Jiahao, Wang, Xiaoping, Zeng, Zhigang, Peng, Xuenan

“… Due to the natural nonlinearity and unique memory characteristics, memristors are promising candidates for the construction of multiscroll attractors having …”
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An Extremely Simple Multiwing Chaotic System: Dynamics Analysis, Encryption Application, and Hardware Implementation von Lin, Hairong, Wang, Chunhua, Yu, Fei, Xu, Cong, Hong, Qinghui, Yao, Wei, Sun, Yichuang

“… Polynomial functions have been the main barrier restricting the circuit realization and engineering application of multiwing chaotic systems (MWCSs). To …”
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Angel-Eye: A Complete Design Flow for Mapping CNN Onto Embedded FPGA von Guo, Kaiyuan, Sui, Lingzhi, Qiu, Jiantao, Yu, Jincheng, Wang, Junbin, Yao, Song, Han, Song, Wang, Yu, Yang, Huazhong

“… Convolutional neural network (CNN) has become a successful algorithm in the region of artificial intelligence and a strong candidate for many computer vision …”
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Scalable Digital Neuromorphic Architecture for Large-Scale Biophysically Meaningful Neural Network With Multi-Compartment Neurons von Yang, Shuangming, Deng, Bin, Wang, Jiang, Li, Huiyan, Lu, Meili, Che, Yanqiu, Wei, Xile, Loparo, Kenneth A.

“… Multicompartment emulation is an essential step to enhance the biological realism of neuromorphic systems and to further understand the computational power of …”
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A Universal Variable Extension Method for Designing Multiscroll/Wing Chaotic Systems von Lin, Hairong, Wang, Chunhua, Sun, Yichuang

“… Developing a universal design method to construct different multiscroll/wing chaotic systems (MS/WCSs) has been challenging. This article proposes a general …”
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ViA: A Novel Vision-Transformer Accelerator Based on FPGA von Wang, Teng, Gong, Lei, Wang, Chao, Yang, Yang, Gao, Yingxue, Zhou, Xuehai, Chen, Huaping

“… Since Google proposed Transformer in 2017, it has made significant Natural Language Processing (NLP) development. However, the improvement cost is a large …”
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The QICK (Quantum Instrumentation Control Kit): Readout and control for qubits and detectors von Stefanazzi, Leandro, Treptow, Kenneth, Wilcer, Neal, Stoughton, Chris, Bradford, Collin, Uemura, Sho, Zorzetti, Silvia, Montella, Salvatore, Cancelo, Gustavo, Sussman, Sara, Houck, Andrew, Saxena, Shefali, Arnaldi, Horacio, Agrawal, Ankur, Zhang, Helin, Ding, Chunyang, Schuster, David I

“… We introduce a Xilinx RF System-on-Chip (RFSoC)-based qubit controller (called the Quantum Instrumentation Control Kit, or QICK for short), which supports the …”
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Optimizing the Convolution Operation to Accelerate Deep Neural Networks on FPGA von Ma, Yufei, Cao, Yu, Vrudhula, Sarma, Seo, Jae-sun

“… As convolution contributes most operations in convolutional neural network (CNN), the convolution acceleration scheme significantly affects the efficiency and …”
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Sine Chaotification Model for Enhancing Chaos and Its Hardware Implementation von Hua, Zhongyun, Zhou, Binghang, Zhou, Yicong

“… When chaotic systems are used in different practical applications, such as nonlinear control and cryptography, their complex chaos dynamics are strongly …”
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A Survey and Evaluation of FPGA High-Level Synthesis Tools von Nane, Razvan, Sima, Vlad-Mihai, Pilato, Christian, Jongsok Choi, Fort, Blair, Canis, Andrew, Yu Ting Chen, Hsuan Hsiao, Brown, Stephen, Ferrandi, Fabrizio, Anderson, Jason, Bertels, Koen

“… High-level synthesis (HLS) is increasingly popular for the design of high-performance and energy-efficient heterogeneous systems, shortening time-to-market and …”
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The Implementation and Optimization of Neuromorphic Hardware for Supporting Spiking Neural Networks With MLP and CNN Topologies von Ye, Wujian, Chen, Yuehai, Liu, Yijun

“… Spiking neural network (SNN) has attracted extensive attention in large-scale image processing tasks. To obtain higher computing efficiency, the development of …”
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NullHop: A Flexible Convolutional Neural Network Accelerator Based on Sparse Representations of Feature Maps von Aimar, Alessandro, Mostafa, Hesham, Calabrese, Enrico, Rios-Navarro, Antonio, Tapiador-Morales, Ricardo, Lungu, Iulia-Alexandra, Milde, Moritz B., Corradi, Federico, Linares-Barranco, Alejandro, Liu, Shih-Chii, Delbruck, Tobi

“… Convolutional neural networks (CNNs) have become the dominant neural network architecture for solving many state-of-the-art (SOA) visual processing tasks. Even …”
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Density Encoding Enables Resource-Efficient Randomly Connected Neural Networks von Kleyko, Denis, Kheffache, Mansour, Frady, E. Paxon, Wiklund, Urban, Osipov, Evgeny

“… The deployment of machine learning algorithms on resource-constrained edge devices is an important challenge from both theoretical and applied points of view …”
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Hardware/Software Co-Exploration of Neural Architectures von Jiang, Weiwen, Yang, Lei, Sha, Edwin Hsing-Mean, Zhuge, Qingfeng, Gu, Shouzhen, Dasgupta, Sakyasingha, Shi, Yiyu, Hu, Jingtong

“… We propose a novel hardware and software co-exploration framework for efficient neural architecture search (NAS). Different from existing hardware-aware NAS …”
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FPGA Accelerator for Real-Time Non-Line-of-Sight Imaging von Liao, Zhengpeng, Jiang, Deyang, Liu, Xiaochun, Velten, Andreas, Ha, Yajun, Lou, Xin

“… Non-line-of-sight (NLOS) imaging systems reconstruct hidden scenes using computational methods based on indirect light that diffusely reflected from relay …”
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DLAU: A Scalable Deep Learning Accelerator Unit on FPGA von Wang, Chao, Gong, Lei, Yu, Qi, Li, Xi, Xie, Yuan, Zhou, Xuehai

“… As the emerging field of machine learning, deep learning shows excellent ability in solving complex learning problems. However, the size of the networks …”
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High-Throughput FPGA-Compatible TRNG Architecture Exploiting Multistimuli Metastable Cells von Della Sala, Riccardo, Bellizia, Davide, Scotti, Giuseppe

“… This paper presents a True Random Number Generator (TRNG) exploiting latched-XOR (LX) gates and its implementation on a Xilinx Spartan 6 FPGA device. The …”
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Sine-Transform-Based Chaotic System With FPGA Implementation von Hua, Zhongyun, Zhou, Binghang, Zhou, Yicong

“… As chaotic dynamics is widely used in nonlinear control, synchronization communication, and many other applications, designing chaotic maps with complex …”
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SIKE'd Up: Fast Hardware Architectures for Supersingular Isogeny Key Encapsulation von Koziel, Brian, Ackie, A-Bon, Khatib, Rami El, Azarderakhsh, Reza, Kermani, Mehran Mozaffari

“… In this work, we present a fast parallel architecture to perform supersingular isogeny key encapsulation (SIKE). We propose and implement a fast isogeny …”
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