Digital selection and analogue amplification coexist in a cortex-inspired silicon circuit
Hahnloser, Richard H. R., Sarpeshkar, Rahul, Mahowald, Misha A., Douglas, Rodney J., Seung, H. Sebastian·2000·Nature
DOI 10.1038/35016072
Cited by (1,000)
Items 201–300 of 1,000
- Logish: A new nonlinear nonmonotonic activation function for convolutional neural networkHegui Zhu, Huimin Zeng, Jinhai Liu, Xiangde Zhang · 2021 · Neurocomputing
- RETRACTED: Breast cancer diagnosis using multiple activation deep neural networkK. Vijayakumar, Vinod Jagannath Kadam, Sudhir Kumar Sharma · 2021 · Concurrent Engineering · Retracted
- Optimized leaky ReLU for handwritten Arabic character recognition using convolution neural networksBahera H. Nayef, Siti Norul Huda Sheikh Abdullah, Rossilawati Sulaiman, Zaid Abdi Alkareem Alyasseri · 2021 · Multimedia Tools and Applications
- Fully Light‐Modulated Organic Artificial Synapse with the Assistance of Ferroelectric PolarizationRongxue Ji, Guangdi Feng, Chunli Jiang, Bobo Tian, Chunhua Luo, Hechun Lin, Xiaodong Tang, Hui Peng, Chun‐Gang Duan · 2022 · Advanced Electronic Materials
- Supply chain fraud prediction with machine learning and artificial intelligenceMark Eshwar Lokanan, Vikas Maddhesia · 2024 · International Journal of Production Research
- STANN: A Spatio–Temporal Attentive Neural Network for Traffic PredictionZhixiang He, Chi-Yin Chow, Jia-Dong Zhang · 2018 · IEEE Access
- A deep learning method to more accurately recall known lysine acetylation sitesMeiqi Wu, Yingxi Yang, Hui Wang, Yan Xu · 2019 · BMC Bioinformatics
- DeepWare: Imaging Performance Counters with Deep Learning to Detect RansomwareGaddisa Olani Ganfure, Chun-Feng Wu, Yuan-Hao Chang, Wei‐Kuan Shih · 2022 · IEEE Transactions on Computers
- Human-computer interaction based health diagnostics using ResNet34 for tongue image classificationQingbin Zhuang, Senzhong Gan, Liangyu Zhang · 2022 · Computer Methods and Programs in Biomedicine
- Foundations of Implementing the Competitive Layer Model by Lotka–Volterra Recurrent Neural NetworksYi Zhang · 2010 · IEEE Transactions on Neural Networks
- Deep convolutional neural networks for estimating porous material parameters with ultrasound tomographyTimo Lähivaara, Leo Kärkkäinen, Janne M. J. Huttunen, Jan S. Hesthaven · 2018 · The Journal of the Acoustical Society of America
- Machine learning action parameters in lattice quantum chromodynamicsShanahan, Phiala E., Trewartha, Daniel, Detmold, William · 2018 · Physical Review D
- Seismic horizon tracking using a deep convolutional neural networkLiuxin Yang, Sam Zandong Sun · 2019 · Journal of Petroleum Science and Engineering
- Memristors based on multilayer graphene electrodes for implementing a low-power neuromorphic electronic synapseXiaobing Yan, Gang Cao, Jingjuan Wang, Menghua Man, Jianhui Zhao, Zhenyu Zhou, Hong Wang, Yifei Pei, Kaiyang Wang, Chao Gao et al. · 2020 · Journal of Materials Chemistry C
- Synthetic minority oversampling of vital statistics data with generative adversarial networksAki Koivu, Mikko Sairanen, Antti Airola, Tapio Pahikkala · 2020 · Journal of the American Medical Informatics Association
- SegNet: A segmented deep learning based Convolutional Neural Network approach for drones wildfire detectionAditya Jonnalagadda, Hashim A. Hashim · 2024 · Remote Sensing Applications Society and Environment
- Neuroimaging modality fusion in Alzheimer’s classification using convolutional neural networksArjun Punjabi, Adam Martersteck, Yanran Wang, Todd B. Parrish, Aggelos K. Katsaggelos, and the Alzheimer’s Disease Neuroimaging Initiative · 2019 · PLoS ONE
- YOLOX-SAR: High-Precision Object Detection System Based on Visible and Infrared Sensors for SAR Remote SensingQiang Guo, LIU Jia-ning, Микола Михайлович Калюжний · 2022 · IEEE Sensors Journal
- Global exponential stability in Lagrange sense for neutral type recurrent neural networksQi Luo, Zhigang Zeng, Xiaoxin Liao · 2010 · Neurocomputing
- Using Deep Machine Learning to Understand the Physical Performance Bottlenecks in Novel Thin‐Film Solar CellsNahdia Majeed, Maria Saladina, Michał Krompiec, Steve Greedy, Carsten Deibel, Roderick C. I. MacKenzie · 2019 · Advanced Functional Materials
- Activation FunctionsMohit Goyal, Rajan Goyal, P. V. Rohith Kumar Reddy, Brejesh Lall · 2019 · Studies in computational intelligence
- On the pointlessness of machine learning based time delayed prediction of TBM operational dataGeorg H. Erharter, Thomas Marcher · 2020 · Automation in Construction
- Effects of Nonlinearity and Network Architecture on the Performance of Supervised Neural NetworksNalinda Kulathunga, N. R. Ranasinghe, D. Vrinceanu, Zackary Kinsman, Lei Huang, Yunjiao Wang · 2021 · Algorithms
- Machine learning for sensing with a multimode exposed core fiber specklegram sensorDarcy L. Smith, Linh V. Nguyen, David J. Ottaway, Thiago Destri Cabral, Eric Fujiwara, Cristiano M. B. Cordeiro, Stephen Christopher Warren-Smith · 2021 · Optics Express
- Fine-Grained Urban Flow InferenceKun Ouyang, Yuxuan Liang, Ye Liu, Zekun Tong, Sijie Ruan, Yu Zheng, David S. Rosenblum · 2020 · IEEE Transactions on Knowledge and Data Engineering
- Utilizing longitudinal microbiome taxonomic profiles to predict food allergy via Long Short-Term Memory networksAhmed A. Metwally, Philip S. Yu, Derek J. Reiman, Yang David Dai, Patricia W. Finn, David L. Perkins · 2019 · PLoS Computational Biology
- Routability-Driven Macro Placement with Embedded CNN-Based Prediction ModelYu-Hung Huang, Zhiyao Xie, Guan-Qi Fang, Tao-Chun Yu, Haoxing Mark Ren, Shao‐Yun Fang, Yiran Chen, Jiang Hu · 2019 · Design, Automation, and Test in Europe
- Deep rectifier neural network applied to the accident identification problem in a PWR nuclear power plantMarcelo Carvalho dos Santos, Victor Henrique Cabral Pinheiro, Filipe Santana Moreira do Desterro, Renato Koga de Avellar, Roberto Schirru, Andressa dos Santos Nicolau, Alan Miranda Monteiro de Lima · 2019 · Annals of Nuclear Energy
- Real Time Facial Expression Recognition using Deep LearningIsha Talegaonkar, Kalyani Joshi, Shreya Valunj, Rucha Kohok, Anagha Kulkarni · 2019 · SSRN Electronic Journal
- Artificial electronic synapse characteristics of a Ta/Ta2O5-x/Al2O3/InGaZnO4 memristor device on flexible stainless steel substrateXiaobing Yan, Jingjuan Wang, Mengliu Zhao, Xiaoyan Li, Hong Wang, Lei Zhang, Chao Lü, Deliang Ren · 2018 · Applied Physics Letters
- Study and Observation of the Variations of Accuracies for Handwritten Digits Recognition with Various Hidden Layers and Epochs using Convolutional Neural NetworkRezoana Bente Arif, Md. Abu Bakr Siddique, Mohammad Mahmudur Rahman Khan, Mahjabin Rahman Oishe · 2018 · International Conference on Electrical Engineering and Information Communication Technology
- Accelerating Convolutional Neural Networks via Activation Map CompressionGeorgios Georgiadis · 2019 · IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings - IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings
- A Facial Expression Recognition Approach Using DCNN for Autistic Children to Identify EmotionsMd Inzamam Ul Haque, Damian Valles · 2018 · IEEE Annual Information Technology, Electronics and Mobile Communication Conference (IEMCON)
- Properties of the Geometry of Solutions and Capacity of Multilayer Neural Networks with Rectified Linear Unit ActivationsCarlo Baldassi, Enrico M. Malatesta, Riccardo Zecchina · 2019 · Physical Review Letters
- An Overview of Methods for Deep Learning in Neural NetworksАндрей Владимирович Созыкин · 2017 · Bulletin of the South Ural State University Series Computational Mathematics and Software Engineering
- Theoretical Study of Oscillator Neurons in Recurrent Neural NetworksYi Zhang, Yi Zhang, Шун-ичи Амари · 2018 · IEEE Transactions on Neural Networks and Learning Systems
- Novel neural network application for bacterial colony classificationLei Huang, Tong Wu · 2018 · Theoretical Biology and Medical Modelling
- Systematic genetics and single‐cell imaging reveal widespread morphological pleiotropy and cell‐to‐cell variabilityMojca Mattiazzi Ušaj, Nil Sahin, Helena Friesen, Carles Pons, Matej Ušaj, Myra Paz David Masinas, Ermira Shuteriqi, Aleksei Shkurin, Patrick Aloy, Quaid Morris et al. · 2020 · Molecular Systems Biology
- Automatic Raft Labeling for Remote Sensing Images via Dual-Scale Homogeneous Convolutional Neural NetworkTianyang Shi, Qizhi Xu, Zhengxia Zou, Zhenwei Shi · 2018 · Remote Sensing
- Self-Doping Memristors with Equivalently Synaptic Ion Dynamics for Neuromorphic ComputingYaoyuan Wang, Ziyang Zhang, Mingkun Xu, Yifei Yang, Mingyuan Ma, Huanglong Li, Jing Pei, Luping Shi · 2019 · ACS Applied Materials & Interfaces
- Structural Optimization of a One-Dimensional Freeform Metagrating Deflector via Deep Reinforcement LearningDongjin Seo, Daniel Wontae Nam, Juho Park, Chan Y. Park, Min Seok Jang · 2021 · ACS Photonics
- A Systematic Method for Configuring VLSI Networks of Spiking NeuronsEmre Ozgur Neftci, Elisabetta Chicca, Giacomo Indiveri, Rodney J. Douglas · 2011 · Neural Computation
- Effective Activation Functions for Homomorphic Evaluation of Deep Neural NetworksSrinath Obla, Xinghan Gong, Asma Aloufi, Peizhao Hu, Daniel Takabi · 2020 · IEEE Access
- A Review on Convolutional Neural Network Encodings for NeuroevolutionGustavo A. Vargas Hakim, Efrén Mezura‐Montes, Héctor‐Gabriel Acosta‐Mesa · 2021 · IEEE Transactions on Evolutionary Computation
- Flatten-T Swish: a thresholded ReLU-Swish-like activation function for deep learningHock Hung Chieng, Noorhaniza Wahid, Ong Pauline, Sai Raj Kishore Perla · 2018 · International Journal of Advances in Intelligent Informatics
- Selectable and Unselectable Sets of Neurons in Recurrent Neural Networks With Saturated Piecewise Linear Transfer FunctionLei Zhang, Yi Zhang · 2011 · IEEE Transactions on Neural Networks
- Forecasting Megaelectron‐Volt Electrons Inside Earth's Outer Radiation Belt: PreMevE 2.0 Based on Supervised Machine Learning AlgorithmsRafael Pires de Lima, Yue Chen, Youzuo Lin · 2020 · Space Weather
- Perceived luminance depends on temporal contextDavid M. Eagleman, John E. Jacobson, Terrence J. Sejnowski A B · 2004 · Nature
- A Neural Basis for Categorizing Sensory Stimuli to Enhance Decision AccuracyYujia Hu, Congchao Wang, Limin Yang, Geng Pan, Hao Liu, Guoqiang Yu, Bing Ye · 2020 · Current Biology
- Designed cell consortia as fragrance-programmable analog-to-digital convertersMarius Müller, Simon Ausländer, Andrea Spinnler, David Ausländer, Julian Sikorski, Marc Folcher, Martin Fussenegger · 2017 · Nature Chemical Biology
- The FIRST Classifier: compact and extended radio galaxy classification using deep Convolutional Neural NetworksWathela Alhassan, A. Russell Taylor, Mattia Vaccari · 2018 · Monthly Notices of the Royal Astronomical Society
- Urban flow prediction with spatial–temporal neural ODEsFan Zhou, Liang Li, Kunpeng Zhang, Goce Trajcevski · 2020 · Transportation Research Part C Emerging Technologies
- Proceedings of the 5th Workshop on Representation Learning for NLP2020
- Event-based failure prediction in distributed business processesMichael Borkowski, Walid Fdhila, Matteo Nardelli, Stefanie Rinderle‐Ma, Stefan Schulte · 2017 · Information Systems
- Mimicking synaptic plasticity and learning behaviours in solution processed SnO2 memristorYing Jun Pan, Tao Wan, Haiwei Du, Bo Qu, Danyang Wang, Tae‐Jun Ha, Dewei Chu · 2018 · Journal of Alloys and Compounds
- Zinc oxide and indium-gallium-zinc-oxide bi-layer synaptic device with highly linear long-term potentiation and depression characteristicsHyun-Woong Choi, Ki-Woo Song, Seong-Hyun Kim, Kim Thanh Nguyen, Sunil Babu Eadi, Hyuk-Min Kwon, Hi‐Deok Lee · 2022 · Scientific Reports
- Detecting Alzheimer’s Disease Using Gated Convolutional Neural Network from Audio DataTifani Warnita, Nakamasa Inoue, Koichi Shinoda · 2018 · Interspeech (USB)
- On the Relation between Empirical Amplification and Proxies Measured at Swiss and Japanese Stations: Systematic Regression Analysis and Neural Network Prediction of AmplificationPaolo Bergamo, Conny Hammer, Donat Fäh · 2020 · Bulletin of the Seismological Society of America
- Deep Learning With Functional InputsBarinder Thind, Kevin Multani, Jiguo Cao · 2022 · Journal of Computational and Graphical Statistics
- Architectures for neural networks as surrogates for dynamic systems in chemical engineeringErik Esche, Joris Weigert, Gerardo Brand Rihm, Jan Göbel, Jens‐Uwe Repke · 2021 · Process Safety and Environmental Protection
- Pepper bell leaf disease detection and classification using optimized convolutional neural networkHassan Mustafa, Muhammad Umer, Umair Hafeez, Ahmad Hameed, Ahmed Sohaib, Saleem Ullah, Hamza Ahmad Madni · 2022 · Multimedia Tools and Applications
- Automobile Maintenance Prediction Using Deep Learning with GIS DataChong Chen, Ying Liu, Xianfang Sun, Carla Di Cairano‐Gilfedder, Scott Titmus · 2019 · Procedia CIRP
- Intelligent SDN Traffic Classification Using Deep Learning: Deep-SDNAli Malik, Ruairí de Fréin, Mohammed Al-Zeyadi, Javier Andreu-Pérez · 2020 · International Conference on Computer Communication and the Internet (ICCCI)
- Comparison of Real- and Complex-Valued NN Equalizers for Photonics-Aided 90-Gbps D-band PAM-4 Coherent DetectionWen Zhou, Junting Shi, Li Zhao, Kaihui Wang, Chen Wang, Yanyi Wang, Miao Kong, Feng Wang, Cuiwei Liu, Junjie Ding et al. · 2021 · Journal of Lightwave Technology
- Reducing the Variability of Neural Responses: A Computational Theory of Spike-Timing-Dependent PlasticitySander M. Bohté, Michael C. Mozer · 2007 · Neural Computation
- Metallogenic-Factor Variational Autoencoder for Geochemical Anomaly Detection by Ad-Hoc and Post-Hoc Interpretability AlgorithmsZijing Luo, Renguang Zuo, Yihui Xiong, Bao Zhou · 2023 · Natural Resources Research
- OUP accepted manuscriptHongming Tang, Anna M. M. Scaife, J. P. Leahy · 2019 · Monthly Notices of the Royal Astronomical Society
- Prediction of actual evapotranspiration by artificial neural network models using data from a Bowen ratio energy balance stationSpencer Walls, Andrew David Binns, Jana K. Levison, Scott MacRitchie · 2020 · Neural Computing and Applications
- On Adversarial Examples and Stealth Attacks in Artificial Intelligence SystemsIvan Tyukin, Desmond John Higham, Alexander N. Gorban · 2020 · International Joint Conference on Neural Networks (IJCNN)
- Indian Banknote Recognition using Convolutional Neural NetworkShubham Mittal, Shiva Mittal · 2018 · International Conference on Internet of Things: Smart Innovation and Usages (IoT-SIU)
- Real-Time Cyber-Physical False Data Attack Detection in Smart Grids Using Neural NetworksErik M. Ferragut, Jason A. Laska, Mohammed M. Olama, Özgür Özmen · 2017 · International Conference on Computational Science and Computational Intelligence (CSCI)
- dPOLY: Deep Learning of Polymer Phases and Phase TransitionDebjyoti Bhattacharya, Tarak K. Patra · 2021 · Macromolecules
- SeCNN: A semantic CNN parser for code comment generationZheng Li, Yonghao Wu, Bin Peng, Xiang Chen, Zeyu Sun, Yong Liu, Deli Yu · 2021 · Journal of Systems and Software
- Artificial neural networks for intelligent cost estimation – a contribution to strategic cost management in the manufacturing supply chainFrank Bodendorf, Philipp Merkl, Jörg E. Franke · 2021 · International Journal of Production Research
- Supramolecular Route to Fluorinated Coatings: Self-Assembly Between Poly(4-vinylpyridines) and HaloperfluorocarbonsRoberta Bertani, Pierangelo Metrangolo, Alessio Moiana, Emile Pérez, Tullio Pilati, Giuseppe Resnati, Isabelle Rico‐Lattes, Alessandro Sassi · 2002 · Advanced Materials
- Scale-Limited Activating Sets and Multiperiodicity for Threshold-Linear Networks on Time ScalesZhenkun Huang, Youssef Naim Raffoul, Chang‐Yuan Cheng · 2013 · IEEE Transactions on Cybernetics
- An overview of approaches for content-based medical image retrievalPranjit Das, Arambam Neelima · 2017 · International Journal of Multimedia Information Retrieval
- American Sign Language Character Recognition Using Convolution Neural NetworkSarfaraz Masood, Harish Chandra Thuwal, Adhyan Srivastava · 2017 · Smart innovation, systems and technologies
- Machine learning algorithms can classify outdoor terrain types during running using accelerometry dataPhilippe C. Dixon, K.H. Schütte, Benedicte Vanwanseele, Jesse V. Jacobs, Jack Tigh Dennerlein, Jeffrey M. Schiffman, P-A Fournier, Boyi Hu · 2019 · Gait & Posture
- Development of a radionuclide identification algorithm based on a convolutional neural network for radiation portal monitoring systemBon Tack Koo, Hyun Cheol Lee, Kihun Bae, Yongkwon Kim, Jinhun Jung, Chang Su Park, Hong-Suk Kim, Chul Hee Min · 2020 · Radiation Physics and Chemistry
- Reinforcement learning based process optimization and strategy development in conventional tunnelingGeorg H. Erharter, Tom F. Hansen, Zhongqiang Liu, Thomas Marcher · 2021 · Automation in Construction
- Passive Indoor Visible Light Positioning System Using Deep LearningKhaqan Majeed, Steve Hranilovic · 2021 · IEEE Internet of Things Journal
- Cross-Domain Video Anomaly Detection without Target Domain AdaptationAbhishek Aich, Kuan–Chuan Peng, Amit K. Roy–Chowdhury · 2023 · IEEE Winter Conference on Applications of Computer Vision
- Multi-Scale Depthwise Separable Convolution for Semantic Segmentation in Street–Road ScenesYingpeng Dai, Chenglin Li, Xiaohang Su, Hongxian Liu, Jiehao Li · 2023 · Remote Sensing
- Learning Specialized Activation Functions for Physics-Informed Neural NetworksHonghui Wang Honghui Wang, Lu Lu, Shiji Song, Gao Ming Huang · 2023 · Communications in Computational Physics
- Multistability for Delayed Neural Networks via Sequential ContractingChang‐Yuan Cheng, Kuang-Hui Lin, Chih-Wen Shih, Jui-Pin Tseng · 2015 · IEEE Transactions on Neural Networks and Learning Systems
- Semantic Segmentation for Urban Planning Maps Based on U-NetZhiling Guo, Hiroaki Shengoku, Guangming Wu, Qi Chen, Wei Yuan, Xiaodan Shi, Xiaowei Shao, Yongwei Xu, Ryosuke Shibasaki · 2018 · IEEE International Geoscience and Remote Sensing Symposium (IGARSS)
- Towards low-complexity wireless technology classification across multiple environmentsJaron Fontaine, Erika Fonseca, Adnan Shahid, Maicon Kist, Luiz A. DaSilva, Ingrid Moerman, Eli De Poorter · 2019 · Ad Hoc Networks
- Lossless Compression of Deep Neural NetworksThiago Serra, Abhinav Kumar, Srikumar Ramalingam · 2020 · Lecture notes in computer science
- Critical insights into the state‐of‐the‐art NDE data fusion techniques for the inspection of structural systemsWalter Nsengiyumva, Shuncong Zhong A, Manting Luo, Qiukun Zhang, Jiewen Lin · 2021 · Structural Control and Health Monitoring
- A Cytomorphic Chip for Quantitative Modeling of Fundamental Bio-Molecular CircuitsSung Sik Woo, Jaewook Kim, Rahul Sarpeshkar · 2015 · IEEE Transactions on Biomedical Circuits and Systems
- Early stabilizing feature importance for TensorFlow deep neural networksJeff Heaton, Steven McElwee, James B. Fraley, James Cannady · 2017 · International Joint Conference on Neural Networks (IJCNN)
- DCNN for condition monitoring and fault detection in rotating machines and its contribution to the understanding of machine natureAna González, Ignacio Díaz, Abel A. Cuadrado · 2020 · Heliyon
- Neural Tensor Completion for Accurate Network MonitoringKun Xie, Huali Lu, Xin Wang, Gaogang Xie, Yong Ding, Dongliang Xie, Jigang Wen, Dafang Zhang · 2020 · IEEE Conference on Computer Communications (INFOCOM)
- Enhancing PHY-Security of FD-Enabled NOMA Systems Using Jamming and User Selection: Performance Analysis and DNN EvaluationKyusung Shim, Tri Nhu Do, Toan-Van Nguyen, Daniel Benevides da Costa, Beongku An · 2021 · IEEE Internet of Things Journal
- Fast computation with spikes in a recurrent neural networkDezhe Z. Jin, H. Sebastian Seung · 2002 · Physical review. E, Statistical physics, plasmas, fluids, and related interdisciplinary topics
- Learning and stabilization of winner-take-all dynamics through interacting excitatory and inhibitory plasticityJonathan Binas, Ueli Rutishauser, Giacomo Indiveri, Michael Pfeiffer · 2014 · Frontiers in Computational Neuroscience
- On the Number of Linear Regions of Convolutional Neural NetworksHuan Xiong, Lei Huang, Mengyang Yu, Longgang Liu, Fan Zhu, Ling Shao · 2020 · arXiv (Cornell University)
- Learning on Partial-Order HypergraphsFuli Feng, Xiangnan He, Yiqun Liu, Liqiang Nie, Tat‐Seng Chua · 2018 · International World Wide Web Conference (WWW)
- Employing Deep Neural Network for High Speed 4-PAM Optical InterconnectChun-Yen Chuang, Chia-Chien Wei, Tien-Chien Lin, Kai-Lun Chi, Liu Li-chun, Jin‐Wei Shi, Young-Kai Chen, Jyehong Chen · 2017 · European Conference on Optical Communication