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Browsing Instituto de Microelectrónica de Sevilla (IMSE-CNM) by Author "Pérez Carrasco, José Antonio"
Now showing items 1-5 of 5
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Article
Efficient feedforward categorization of objects and human postures with address-event image sensors
Chen, Shoushun; Akselrod, Polina; Zhao, Bo; Pérez Carrasco, José Antonio; Linares Barranco, Bernabé; Culurciello, Eugenio (Institute of Electrical and Electronics Engineers, 2012)This paper proposes an algorithm for feedforward categorization of objects and, in particular, human postures in real-time ...
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Article
Fast vision through frameless event-based sensing and convolutional processing: Application to texture recognition
Pérez Carrasco, José Antonio; Acha Piñero, Begoña; Serrano Gotarredona, María del Carmen; Camuñas Mesa, Luis Alejandro; Serrano Gotarredona, María Teresa; Linares Barranco, Bernabé (Institute of Electrical and Electronics Engineers, 2010)Address-event representation (AER) is an emergent hardware technology which shows a high potential for providing in the ...
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Article
On Real-Time AER 2-D Convolutions Hardware for Neuromorphic Spike-Based Cortical Processing
Serrano Gotarredona, Rafael; Serrano Gotarredona, María Teresa; Acosta Jiménez, Antonio José; Serrano Gotarredona, Clara; Pérez Carrasco, José Antonio; Linares Barranco, Bernabé; Linares Barranco, Alejandro; Jiménez Moreno, Gabriel; Civit Balcells, Antón (IEEE Computer Society, 2008)In this paper, a chip that performs real-time image convolutions with programmable kernels of arbitrary shape is ...
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Article
On spike-timing-dependent-plasticity, memristive devices, and building a self-learning visual cortex
Zamarreño Ramos, Carlos; Camuñas Mesa, Luis Alejandro; Pérez Carrasco, José Antonio; Masquelier, T.; Serrano Gotarredona, María Teresa; Linares Barranco, Bernabé (Frontiers Media, 2011)In this paper we present a very exciting overlap between emergent nanotechnology and neuroscience, which has been discovered ...
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Presentation
Red neuronal convolucional rápida sin fotogramas para reconocimientos de dígitos
Pérez Carrasco, José Antonio; Serrano Gotarredona, María del Carmen; Acha Piñero, Begoña; Serrano Gotarredona, María Teresa; Linares Barranco, Bernabé (Unión Científica Internacional de Radio, 2011)In this paper a bio-inspired six-layer convolutional network (ConvNet) non-frame based for digit recognition is shown. ...