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Listar por autor "Furber, Steve B."
Mostrando ítems 1-10 de 10
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Artículo
A Real-Time, Event Driven Neuromorphic System for Goal-Directed Attentional Selection
Gallupi, Francesco; Brohan, Kevin; Davidson, Simón; Serrano Gotarredona, María Teresa; Pérez Carrasco, José Antonio; Linares Barranco, Bernabé; Furber, Steve B. (Springer Verlag, 2012)Computation with spiking neurons takes advantage of the abstraction of action potentials into streams of stereotypical ...
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Artículo
A Spiking Neural Network Model of the Lateral Geniculate Nucleus on the SpiNNaker Machine
Sen-Bhattacharya, Basabdatta; Serrano Gotarredona, María Teresa; Balassa, Lorinc; Bhattacharya, Akash; Stokes, Alan B.; Rowley, Andrew; Sugiarto, Indar; Furber, Steve B. (Frontiers Media, 2017)We present a spiking neural network model of the thalamic Lateral Geniculate Nucleus (LGN) developed on SpiNNaker, which ...
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Artículo
Benchmarking Spike-Based Visual Recognition: A Dataset and Evaluation
Liu, Qian; Pineda García, Garibaldi; Stromatias, Evangelos; Serrano Gotarredona, María Teresa; Furber, Steve B. (Frontiers Media, 2016)Today, increasing attention is being paid to research into spike-based neural computation both to gain a better understanding ...
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Ponencia
Deep Spiking Neural Network model for time-variant signals classification: a real-time speech recognition approach
Domínguez Morales, Juan Pedro; Liu, Qian; James, Robert; Gutiérrez Galán, Daniel; Jiménez Fernández, Ángel Francisco; Davidson, Simón; Furber, Steve B. (IEEE Computer Society, 2018)Speech recognition has become an important task to improve the human-machine interface. Taking into account the limitations ...
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Artículo
Fast Predictive Handshaking in Synchronous FPGAs for Fully Asynchronous Multisymbol Chip Links: Application to SpiNNaker 2-of-7 Links
Yousefzadeh, Amirreza; Plana, Luis A.; Temple, Steve; Serrano Gotarredona, María Teresa; Furber, Steve B.; Linares Barranco, Bernabé (Institute of Electrical and Electronics Engineers, 2016)Asynchronous handshaken interchip links are very popular among neuromorphic full-custom chips due to their delay-insensitive ...
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Ponencia
Live Demonstration: Multiplexing AER Asynchronous Channels over LVDS Links with Flow-Control and Clock- Correction for Scalable Neuromorphic Systems
Yousefzadeh, Amirreza; Jablonski, M.; Iakymchuk, T.; Linares Barranco, Alejandro; Rosado, A.; Plana, L.A.; Serrano Gotarredona, María Teresa; Furber, Steve B.; Linares Barranco, Bernabé (IEEE Computer Society, 2017)In this live demonstration we exploit the use of a serial link for fast asynchronous communication in massively parallel ...
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Ponencia
Multiplexing AER Asynchronous Channels over LVDS Links with Flow-Control and Clock-Correction for Scalable Neuromorphic Systems
Yousefzadeh, Amirreza; Jablonski, M.; Iakymchuk, T.; Linares Barranco, Alejandro; Rosado, A.; Plana, L.A.; Serrano Gotarredona, María Teresa; Furber, Steve B.; Linares Barranco, Bernabé (IEEE Computer Society, 2017)Address-Event-Representation (AER) is a widely extended asynchronous technique for interchanging “neural spikes” among ...
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Artículo
On Multiple AER Handshaking Channels Over High-Speed Bit-Serial Bidirectional LVDS Links With Flow-Control and Clock-Correction on Commercial FPGAs for Scalable Neuromorphic Systems
Yousefzadeh, Amirreza; Jabłonski, M.; Iakymchuk, T.; Linares Barranco, Alejandro; Rosado, Alfredo; Plana, Luis A.; Temple, Steve; Serrano Gotarredona, María Teresa; Furber, Steve B.; Linares Barranco, Bernabé (Institute of Electrical and Electronics Engineers, 2017)Address event representation (AER) is a widely employed asynchronous technique for interchanging “neural spikes” between ...
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Ponencia
Performance Comparison of Time-Step-Driven versus Event-Driven Neural State Update Approaches in SpiNNaker
Yousefzadeh, Amirreza; Soto, Miguel; Serrano Gotarredona, María Teresa; Galluppi, Francesco; Plana, Luis A.; Furber, Steve B.; Linares Barranco, Bernabé (IEEE. Institute of Electrical and Electronics Engineers, 2018)The SpiNNaker chip is a multi-core processor optimized for neuromorphic applications. Many SpiNNaker chips are assembled ...
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Artículo
Towards Real-World Neurorobotics: Integrated Neuromorphic Visual Attention
Adams, Samantha V.; Rast, Alexander D.; Patterson, Cameron; Gallupi, Francesco; Brohan, Kevin; Pérez Carrasco, José Antonio; Wennekers, Thomas; Furber, Steve B.; Cangelosi, Angelo (Springer Verlag, 2014)Neuromorphic hardware and cognitive robots seem like an obvious fit, yet progress to date has been frustrated by a lack ...