Recent Submissions

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    Designing a wearable device for step analyzing 

    Pineda Gutiérrez, Joaquín; Miró Amarante, María Lourdes; Hernández Velázquez, María Dolores; Sivianes Castillo, Francisco; Domínguez Morales, Manuel Jesús (IEEE Computer Society, 2019)
    During the locomotion, the foot is a contact surface and a source of interaction with the external environment. Because ...
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    Voltage Mode Driver for Low Power Transmission of High Speed Serial AER Links 

    Zamarreño Ramos, Carlos; Serrano Gotarredona, María Teresa; Linares Barranco, Bernabé; Kulkarni, Raghavendra; Silva Martínez, José (IEEE Computer Society, 2011)
    This paper presents a voltage-mode high speed driver to transmit serial AER data in scalable multi-chip AER systems. To ...
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    Spiking Hough for Shape Recognition 

    Negri, Pablo; Serrano Gotarredona, María Teresa; Linares Barranco, Bernabé (Springer, 2017)
    The paper implements a spiking neural model methodology inspired on the Hough Transform. On-line event-driven spikes ...
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    Spike-Based Convolutional Network for real-time processing 

    Pérez Carrasco, José Antonio; Serrano Gotarredona, María del Carmen; Acha Piñero, Begoña; Serrano Gotarredona, María Teresa; Linares Barranco, Bernabé (IEEE Computer Society, 2010)
    In this paper we propose the first bio-inspired sixlayer convolutional network (ConvNet) non-frame based that can be ...
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    Scene Context Classification with Event-Driven Spiking Deep Neural Networks 

    Negri, Pablo; Soto, Miguel; Linares Barranco, Bernabé; Serrano Gotarredona, María Teresa (IEEE Computer Society, 2018)
    Event-Driven computation is attracting growing attention among researchers for several reasons. On one hand, the ...
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    Programmable kernel analog VLSI convolution chip for real time vision processing 

    Serrano Gotarredona, María Teresa; Linares Barranco, Bernabé; Andreou, Andreas G. (IEEE Computer Society, 2000)
    A neural architecture that implements a programmable 2D image filter has been presented. The architecture allows to implement ...
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    Programmable 2D image filter for AER vision processing 

    Serrano Gotarredona, María Teresa; Andreou, Andreas G.; Linares Barranco, Bernabé (IEEE Computer Society, 1999)
    A VLSI architecture is proposed for the realization of real-time 2D image filtering in an address-event-representation ...
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    OTA-C oscillator with low frequency variations for on-chip clock generation in serial LVDS-AER links 

    Zamarreño Ramos, Carlos; Serrano Gotarredona, María Teresa; Linares Barranco, Bernabé (IEEE Computer Society, 2009)
    This paper presents the design and simulation of an OTA-C oscillator intended to be used as on-chip frequency reference. ...
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    On scalable spiking convnet hardware for cortex-like visual sensory processing systems 

    Camuñas Mesa, Luis Alejandro; Pérez Carrasco, José Antonio; Zamarreño Ramos, Carlos; Serrano Gotarredona, María Teresa; Linares Barranco, Bernabé (IEEE Computer Society, 2010)
    This paper summarizes how Convolutional Neural Networks (ConvNets) can be implemented in hardware using Spiking neural ...
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    On neuromorphic spiking architectures for asynchronous STDP memristive systems 

    Pérez Carrasco, José Antonio; Zamarreño Ramos, Carlos; Serrano Gotarredona, María Teresa; Linares Barranco, Bernabé (IEEE Computer Society, 2010)
    Neuromorphic circuits and systems techniques have great potential for exploiting novel nanotechnology devices, which suffer ...
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    Neocortical frame-free vision sensing and processing through scalable Spiking ConvNet hardware 

    Camuñas Mesa, Luis Alejandro; Pérez Carrasco, José Antonio; Zamarreño Ramos, Carlos; Serrano Gotarredona, María Teresa; Linares Barranco, Bernabé (IEEE Computer Society, 2010)
    This paper summarizes how Convolutional Neural Networks (ConvNets) can be implemented in hardware using Spiking neural ...
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    LVDS interface for AER links with burst mode operation capability 

    Zamarreño Ramos, Carlos; Serrano Gotarredona, Rafael; Serrano Gotarredona, María Teresa; Linares Barranco, Bernabé (IEEE Computer Society, 2008)
    This paper presents the design and simulation of a serial AER LVDS communication link. It converts data from classical ...
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    Learning weights with STDP to build prototype images for classification 

    Vasudevan, Ajay; Serrano Gotarredona, María Teresa; Linares Barranco, Bernabé (IEEE Computer Society, 2019)
    The combination of Spike Timing Dependent Plasticity (STDP) and latency coding used in a spiking neural network has been ...
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    High-Speed Serial Interfaces for Event-Driven Neuromorphic Systems 

    Jablonski, M.; Serrano Gotarredona, María Teresa; Linares Barranco, Bernabé (IEEE Computer Society, 2015)
    Neuromorphic Engineering is the discipline of building sensory processing artificial systems inspired in the neural processing ...
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    High-Speed Character Recognition System based on a complex hierarchical AER architecture 

    Pérez Carrasco, José Antonio; Serrano Gotarredona, María Teresa; Serrano Gotarredona, Clara; Acha Piñero, Begoña; Linares Barranco, Bernabé (IEEE Computer Society, 2008)
    In this paper we briefly summarize the fundamental properties of spikes processing applied to artificial vision systems. ...
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    Fully Digital AER Convolution Chip for Vision Processing 

    Camuñas Mesa, Luis Alejandro; Acosta Jiménez, Antonio José; Serrano Gotarredona, María Teresa; Linares Barranco, Bernabé (IEEE Computer Society, 2008)
    We present a neuromorphic fully digital convolution microchip for Address Event Representation (AER) spike-based processing ...
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    Event-driven stereo vision with orientation filters 

    Camuñas Mesa, Luis Alejandro; Serrano Gotarredona, María Teresa; Linares Barranco, Bernabé; Ieng, Sio-Hoi; Benosman, Ryad B. (IEEE Computer Society, 2014)
    The recently developed Dynamic Vision Sensors (DVS) sense dynamic visual information asynchronously and code it into ...
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    Event-Driven Configurable Module with Refractory Mechanism for ConvNets on FPGA 

    Camuñas Mesa, Luis Alejandro; Domínguez Cordero, Yaisel L.; Serrano Gotarredona, María Teresa; Linares Barranco, Bernabé (IEEE Computer Society, 2018)
    We have developed a fully configurable event-driven convolutional module with refractory period mechanism that can be ...
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    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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    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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