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Listar Artículos (Arquitectura y Tecnología de Computadores) por autor "Delbruck, Tobi"
Mostrando ítems 1-7 de 7
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Artículo
Approaching Retinal Ganglion Cell Modeling and FPGA Implementation for Robotics
Linares Barranco, Alejandro; Liu, Hongjie; Ríos Navarro, José Antonio; Gómez Rodríguez, Francisco de Asís; Moeys, Diederick P.; Delbruck, Tobi (MDPI, 2018)Taking inspiration from biology to solve engineering problems using the organizing principles of biological neural ...
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Dynamic Vision Sensor integration on FPGA-based CNN accelerators for high-speed visual classification
Linares Barranco, Alejandro; Ríos Navarro, José Antonio; Tapiador Morales, Ricardo; Delbruck, Tobi (Cornell University, 2019)Deep-learning is a cutting edge theory that is being applied to many fields. For vision applications the Convolutional Neural ...
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EdgeDRNN: Recurrent Neural Network Accelerator for Edge Inference
Gao, Chang; Ríos Navarro, José Antonio; Chen, Xi; Liu, Shih-Chii; Delbruck, Tobi (IEEE Xplore, 2020-12)Low-latency, low-power portable recurrent neural network (RNN) accelerators offer powerful inference capabilities for ...
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Low Latency Event-Based Filtering and Feature Extraction for Dynamic Vision Sensors in Real-Time FPGA Applications
Linares Barranco, Alejandro; Pérez-Peña, Fernando; Moeys, Diederick P.; Gómez Rodríguez, Francisco de Asís; Jiménez Moreno, Gabriel; Liu, Shih-Chii; Delbruck, Tobi (IEEE Computer Society, 2019)Dynamic Vision Sensor (DVS) pixels produce an asynchronous variable-rate address-event output that represents brightness ...
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Neuromorphic Silicon Neuron Circuits
Arthur, John; Linares Barranco, Bernabé; Serrano Gotarredona, María Teresa; Indiveri, Giacomo; Hamilton, Tara Julia; Schaik, André van; Delbruck, Tobi; Dudek, Piotr (2011) -
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NullHop: A Flexible Convolutional Neural Network Accelerator Based on Sparse Representations of Feature Maps
Aimar, Alessandro; Mostafa, Hesham; Calabrese, Enrico; Ríos Navarro, José Antonio; Tapiador Morales, Ricardo; Lungu, Iulia-Alexandra; Milde, Moritz B.; Corradi, Federico; Linares Barranco, Alejandro; Liu, Shih-Chii; Delbruck, Tobi (IEEE Computer Society, 2019)Convolutional neural networks (CNNs) have become the dominant neural network architecture for solving many stateof- the-art ...
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Retinomorphic Event-Based Vision Sensors: Bioinspired Cameras With Spiking Output
Posch, Christoph; Serrano Gotarredona, María Teresa; Linares Barranco, Bernabé; Delbruck, Tobi (IEEE Computer Society, 2014)State-of-the-art image sensors suffer from significant limitations imposed by their very principle of operation. These ...