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	Femtojoule optical nonlinearity for deep learning with incoherent illumination 期刊论文 SCIENCE ADVANCES, 2025, 卷号: 11, 期号: 5 作者: Feng, Qixin; Uzundal, Can B.; Guo, Ruihan; Sanborn, Collin; Qi, Ruishi Adobe PDF(1073Kb) \| 收藏 \| 浏览/下载：76/3 \| 提交时间：2025/02/17 Medical imaging Multilayer neural networks Nematic liquid crystals Optical multilayers Critical component Energy efficient Highly parallels Incoherent illumination Linear operations Massive parallelism Non-linear optical Optical microdevices Optical neural networks Optical nonlinearity
	Integrating Convolutional Neural Network and Transformer for Lumen Prediction Along the Aorta Sections 会议论文 MACHINE LEARNING IN MEDICAL IMAGING: 15TH INTERNATIONAL WORKSHOP, MLMI 2024, HELD IN CONJUNCTION WITH MICCAI 2024, MARRAKESH, MOROCCO, OCTOBER 6, 2024, PROCEEDINGS, PART I (LNCS, VOL. 15241), Marrakesh, Morocco, October 6, 2024 - October 6, 2024 作者: Yang, Yichen; Jiang, Pengbo; Cai, Xiran; Xue, Zhong; Shen, Dinggang Adobe PDF(1135Kb) \| 收藏 \| 浏览/下载：244/2 \| 提交时间：2024/11/29 Aortic dissection Image segmentation Aortic dissection segmentation CT angiography Convolutional neural network Transformer Context dependent Multilayer neural networks Geometrical characteristics
	Self-Rolling High Conformal Flexible Electrode for Peripheral Neuromodulation and Recording 会议论文 PROCEEDINGS OF THE IEEE INTERNATIONAL CONFERENCE ON MICRO ELECTRO MECHANICAL SYSTEMS (MEMS), Kaohsiung, Taiwan, January 19, 2025 - January 23, 2025 作者: Adobe PDF(1356Kb) \| 收藏 \| 浏览/下载：12/1 \| 提交时间：2025/04/25 Biomedical engineering Electrophysiology Multilayer neural networks Flexible electrodes High quality Neural interfaces Neuromodulation Neuromodulation and recording Peripheral nerves Pre-stressed Sciatic nerves Self rollings Self-rolling neural interface
	ZeroTetris: A Spacial Feature Similarity-based Sparse MLP Engine for Neural Volume Rendering 会议论文 PROCEEDINGS - DESIGN AUTOMATION CONFERENCE, San Francisco, CA, United states, June 23, 2024 - June 27, 2024 作者: Wan, Haochuan Adobe PDF(1288Kb) \| 收藏 \| 浏览/下载：180/3 \| 提交时间：2024/12/27 Computer graphics equipment Interactive computer graphics Matrix algebra Multilayer neural networks Particle accelerators Rendering (computer graphics) Computational requirements Hardware accelerators MAtrix multiplication Multilayers perceptrons Neural volume rendering Neural-networks Photorealistic rendering Sparse matrices Sparse matrix multiplication Virtual worlds
	Adaptive rescheduling of rail transit services with short-turnings under disruptions via a multi-agent deep reinforcement learning approach 期刊论文 TRANSPORTATION RESEARCH PART B: METHODOLOGICAL, 2024, 卷号: 188 作者: Ying, Chengshuo; Chow, Andy H.F.; Yan, Yimo; Kuo, Yong-Hong; Wang, Shouyang Adobe PDF(8136Kb) \| 收藏 \| 浏览/下载：297/2 \| 提交时间：2024/09/20 Light rail transit Multilayer neural networks Railroad transportation Reinforcement learning Markov Decision Processes Multi agent Multi-agent deep reinforcement learning Policy optimization Proximal policy optimization Rail transit Reinforcement learnings Short-turning Train rescheduling Transit services
	Solving PDEs on unknown manifolds with machine learning 期刊论文 APPLIED AND COMPUTATIONAL HARMONIC ANALYSIS, 2024, 卷号: 71 作者: Liang, Senwei; Jiang, Shixiao W.; Harlim, John; Yang, Haizhao Adobe PDF(4816Kb) \| 收藏 \| 浏览/下载：555/104 \| 提交时间：2024/03/22 Algebra Computation theory Deep neural networks Gradient methods Learning systems Mathematical operators Multilayer neural networks Network layers Convergence analysis Diffusion maps High-dimensional High-dimensional PDE Higher-dimensional Hypothesis space Least squares minimization Manifold Neural-networks Point-clouds
	A 0.59μJ/pixel High-throughput Energy-efficient Neural Volume Rendering Accelerator on FPGA 会议论文 PROCEEDINGS OF THE CUSTOM INTEGRATED CIRCUITS CONFERENCE, Denver, CO, United states, April 21, 2024 - April 24, 2024 作者: Yuan, Zhechen; Yuan, Binzhe; Gu, Yuhan; Zheng, Yueyang; He, Yunxiang Adobe PDF(27170Kb) \| 收藏 \| 浏览/下载：310/7 \| 提交时间：2024/06/07 Convolutional neural networks Energy efficiency Field programmable gate arrays (FPGA) Multilayer neural networks Virtual reality Convolutional neural network Data driven Energy efficient Graphics hardware High-throughput Multilayers perceptrons Photorealistic rendering Scene representation Virtual worlds
	UNDERSTANDING CONVERGENCE AND GENERALIZATION IN FEDERATED LEARNING THROUGH FEATURE LEARNING THEORY 会议论文 12TH INTERNATIONAL CONFERENCE ON LEARNING REPRESENTATIONS, ICLR 2024, Hybrid, Vienna, Austria, May 7, 2024 - May 11, 2024 作者: Huang, Wei; Shi, Ye; Cai, Zhongyi; Suzuki, Taiji 收藏 \| 浏览/下载：263/0 \| 提交时间：2024/08/23 Convolutional neural networks Machine learning Multilayer neural networks Network layers Privacy-preserving techniques Convergence properties Distributed learning Empirical research Feature learning Generalisation Learning Theory Local training Multiple clients Privacy preserving Test errors
	Reconfigurable and Energy-Efficient Architecture for Deploying Multi-Layer RNNs on FPGA 期刊论文 IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS I: REGULAR PAPERS, 2024, 卷号: PP, 期号: 99 作者: Xiangyu Zhang; Yiren Zhu; Xin Lou Adobe PDF(4791Kb) \| 收藏 \| 浏览/下载：173/4 \| 提交时间：2024/10/21 Analog storage Gluing Multilayer neural networks Reconfigurable architectures Reconfigurable hardware Static random access storage System-on-chip % reductions Energy-efficient architectures Gated recurrent unit Hardware accelerators Long short-term memory Multi-layers Neural-networks Reconfigurable Recurrent neural network Short term memory
	Deep photonic reservoir computing recurrent network 期刊论文 OPTICA, 2023, 卷号: 10, 期号: 12, 页码: 1745-1751 作者: Shen, Yi-Wei; R.-Q., Li; G.-T., Liu Adobe PDF(5589Kb) \| 收藏 \| 浏览/下载：384/3 \| 提交时间：2024/01/19 Deep neural networks Digital to analog conversion Multilayer neural networks Optical fiber communication Optical fibers All optical Complex task Computing architecture Hidden layers Injection locked Optical- Photonic reservoir computing Process information Recurrent networks Reservoir Computing

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