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Listar Arquitectura y Tecnología de Computadores por autor "Linares Barranco, Bernabé"
Mostrando ítems 21-40 de 85
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Artículo
An event-based classifier for Dynamic Vision Sensor and synthetic data
Stromatias, Evangelos; Soto, Miguel; Serrano Gotarredona, María Teresa; Linares Barranco, Bernabé (Frontiers Media, 2017)This paper introduces a novel methodology for training an event-driven classifier within a Spiking Neural Network (SNN) ...
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Artículo
An Event-Driven Multi-Kernel Convolution Processor Module for Event-Driven Vision Sensors
Camuñas Mesa, Luis Alejandro; Zamarreño Ramos, Carlos; Linares Barranco, Alejandro; Acosta Jiménez, Antonio José; Serrano Gotarredona, María Teresa; Linares Barranco, Bernabé (IEEE Computer Society, 2012)Event-Driven vision sensing is a new way of sensing visual reality in a frame-free manner. This is, the vision sensor (camera) ...
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Artículo
An Instant-Startup Jitter-Tolerant Manchester- Encoding Serializer/Deserializer Scheme for Event-Driven Bit-Serial LVDS Interchip AER Links
Zamarreño Ramos, Carlos; Serrano Gotarredona, María Teresa; Linares Barranco, Bernabé (IEEE Computer Society, 2011)This paper presents a serializer/deserializer scheme for asynchronous address event representation (AER) bit-serial interchip ...
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Ponencia
An Intrinsic Method for Fast Parameter Update on the SpiNNaker Platform
Soto, M.; Serrano Gotarredona, María Teresa; Linares Barranco, Bernabé (IEEE Computer Society, 2018)Neuromorphic Computing or Spiking (also called Event-Driven) Neural Systems are becoming of high interest as they ...
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Artículo
Asynchronous Spiking Neurons, the Natural Key to Exploit Temporal Sparsity
Yousefzadeh, Amirreza; Khoei, Mina A.; Hosseini, Sahar; Holanda, Priscila; Leroux, Sam; Moreira, Orlando; Tapson, Jonathan; Dhoedt, Bart; Simoens, Pieter; Serrano Gotarredona, María Teresa; Linares Barranco, Bernabé (IEEE Computer Society, 2019)Inference of Deep Neural Networks for stream signal (Video/Audio) processing in edge devices is still challenging. Unlike ...
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Artículo
Asynchronous Spiking Neurons, the Natural Key to Exploit Temporal Sparsity
Yousefzadeh, Amirreza; Khoei, Mina A.; Hosseini, Sahar; Holanda, Priscila; Leroux, Sam; Moreira, Orlando; Tapson, Jonathan; Dhoedt, Bart; Simoens, Pieter; Serrano Gotarredona, María Teresa; Linares Barranco, Bernabé (Institute of Electrical and Electronics Engineers (IEEE), 2019)Inference of Deep Neural Networks for stream signal (Video/Audio) processing in edge devices is still challenging. Unlike ...
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Tesis Doctoral
Categorizadores neuronales en VLSI
Serrano Gotarredona, María Teresa (1996) -
Artículo
CMOS Front End for Interfacing Spin-Hall Nano-Oscillators for Neuromorphic Computing in the GHz Range
Fiorelli, Rafaella; Peralías Macías, Eduardo; Méndez Romero, Roberto José; Rajabali, Mona; Kumar, Akash; Zahedinejad, Mohammad; Åkerman, Johan; Moradi, Farshad; Serrano Gotarredona, María Teresa; Linares Barranco, Bernabé (MDPI, 2023-01)Spin-Hall-effect nano-oscillators are promising beyond the CMOS devices currently avail- able, and can potentially be ...
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Ponencia
Compact Calibration Circuit for Large Neuromorphic Arrays
Leñero Bardallo, Juan Antonio; Serrano Gotarredona, María Teresa; Linares Barranco, Bernabé (IEEE Computer Society, 2008)Low current applications, like neuromorphic circuits, where operating currents can be as low as few nano amps or less, ...
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Ponencia
Conversion of Synchronous Artificial Neural Network to Asynchronous Spiking Neural Network using sigma-delta quantization
Yousefzadeh, Amirreza; Hosseini, Sahar; Holanda, Priscila; Leroux, Sam; Werner, Thilo; Serrano Gotarredona, María Teresa; Linares Barranco, Bernabé; Dhoedt, Bart; Simoens, Pieter (IEEE Computer Society, 2019)Artificial Neural Networks (ANNs) show great performance in several data analysis tasks including visual and ...
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Ponencia
ConvNets Experiments on SpiNNaker
Serrano Gotarredona, María Teresa; Linares Barranco, Bernabé; Galluppi, Francesco; Plana, L.; Furber, S. (IEEE Computer Society, 2015)The SpiNNaker Hardware platform allows emulating generic neural network topologies, where each neuronto- neuron connection ...
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Ponencia
Design of adaptive nano/CMOS neural architectures
Serrano Gotarredona, María Teresa; Linares Barranco, Bernabé (IEEE Computer Society, 2012)Memristive devices are a promising technology to implement dense learning synapse arrays emulating the high memory ...
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Tesis Doctoral
Diseño digital para sistemas bio-inspirados neuromórficos de proceso de visión.
Yousefzadeh, Amirreza (2018-04-04)Artificial Intelligence (AI) is an exciting technology that flourished in this century. One of the goals for this technology ...
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Tesis Doctoral
Diseño en tecnología CMOS de osciladores controlados por tensión de alta frecuencia en modo de transconductancia
Linares Barranco, Bernabé (1990) -
Artículo
Effect of Device Mismatches in Differential Oscillatory Neural Networks
Shamsi, Jafar; Avedillo de Juan, María José; Linares Barranco, Bernabé; Serrano Gotarredona, María Teresa (IEEE, 2023-02)Analog implementation of Oscillatory Neural Networks (ONNs) has the potential to implement fast and ultra-low-power computing ...
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Artículo
Enhanced Linearity in FD-SOI CMOS Body-Input Analog Circuits - Application to Voltage-Controlled Ring Oscillators and Frequency-Based sigma Delta ADCs
Ahmadi Farsani, Javad; Zúñiga González, Virginia; Serrano Gotarredona, Teresa; Linares Barranco, Bernabé; Rosa Utrera, José Manuel de la (Institute of Electrical and Electronics Engineers, 2020)Abstract— This paper investigates the use of the body terminal of MOS transistors to improve the linearity of some key ...
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Tesis Doctoral
Estudio y evaluación de interfaces para conexión de sistemas neuromórficos mediante address-event-representation
Linares Barranco, Alejandro (2003) -
Tesis Doctoral
Estudio, diseño, implementación y test de retinas visuales VLSI sensoras de contraste espacial y temporal
Leñero Bardallo, Juan Antonio (2010)En los últimos años hemos podido apreciar un crecimiento exponencial en las ventas de sistemas de visión. Dicha tendencia ...
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Ponencia
Event based vision sensing and processing
Pérez Carrasco, José Antonio; Serrano Gotarredona, María del Carmen; Acha Piñero, Begoña; Serrano Gotarredona, María Teresa; Linares Barranco, Bernabé (IEEE Computer Society, 2008)In this paper we briefly summarize the fundamental properties of spike events processing applied to artificial vision ...
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Ponencia
Event data downscaling for embedded computer vision
Gruel, Amélie; Martinet, Jean; Serrano Gotarredona, María Teresa; Linares Barranco, Bernabé (SciTePress, 2022-02)Event cameras (or silicon retinas) represent a new kind of sensor that measure pixel-wise changes in brightness and output ...