Publications

Books:


This book is also being promoted by `The MathWorks '. 
See also book review by A. E. Hubbard and T. A. Hinck in Neural Networks, vol. 13, No. 4-5, pp. 555-556, 2000 (PDF 26K, 2 pages) .

Book Chapters:

  • G. Indiveri, B. Linares-Barranco, and M. Payvand, "System-level integration in neuromorphic co-processors," Ch. 18 in Memristive devices for brain-inspired computing, S. Spiga, A. Sebastian, D. Querlioz, B. Rajendran (Eds.), Elsevier, 2020. (link)
  • C. Bartolozzi, R. Benosman, K. Boahen, G. Cauwenberghs, T. Delbrück, S. Furber, N. Imam, G. Indiveri, B. Linares- Barranco, S.-C. Liu, K. Meier, C. Posch, T. Serrano-Gotarredona, M. Valle (authors by alfabetic order), “Neuromorphic Systems,” Wiley Encyclopedia of Electrical and Electronic Engineering, DOI: 10.1002/047134608X.W8328, Nov 2016. Available at: http://onlinelibrary.wiley.com/doi/10.1002/047134608X.W8328/full
  • T. Delbrück and B. Linares-Barranco, "Silicon Retinas," Ch. 3 in Event-Based Neurmorphic Systems, S.-C. Liu, T. Delbrück, G. Indiveri, A. Whatley, and R. Douglas (Eds.), John Wiley & Sons Ltd., 2015. ISBN: 9780470018491.
  •  T. Delbrück and B. Linares-Barranco, "Bias Generator Circuits," Ch. 11 in Event-Based Neurmorphic Systems, S.-C. Liu, T. Delbrück, G. Indiveri, A. Whatley, and R. Douglas (Eds.), John Wiley & Sons Ltd., 2015. ISBN: 9780470018491.
  • T. Serrano-Gotarredona, T. Masquelier, and B. Linares-Barranco, "Spike-Timing-Dependent-Plasticity with Memristors," in Memristor networks, A. Adamatzky and L. Chua (Eds.). Springer. January 2014. ISBN: 978-3-319-02629-9. ISBN: 978-3-319-02630-5 (ebook). DOI: 10.1007/978-3-319-02630-5.
  • T. Serrano-Gotarredona and B. Linares-Barranco, "Spike-Timing-Dependent-Plasticity in Hybrid Memristive-CMOS Spiking Neuromorphic Systems," in Memristors and Memristive System (Ed. R. Tetzlaff), Springer, New York, 2014. ISBN: 978-1-4614-9067-8.
  • T. Serrano-Gotarredona and B. Linares-Barranco, "Neuromorphic Sensors, Vision", in Encyclopedia of Computational Neuroscience, Neuromorphic Engineering (Eds. R. Jung and D. Jaeger), Springer Science+Business Media New York 2014. Doi: 10.1007/978-1-4614-7320-6_120-1. (link)
  • T. Serrano-Gotarredona, R. Serrano-Gotarredona and B. Linares-Barranco, "Log-Domain Circuit Techniques for Nonlinear Neural Networks with Complex Dynamics," Ch. 14 in Smart Adaptive Systems on Silicon, M. Valle (Ed.). Dordrecht: Kluwer Academic Publishers, pp. 229-251, 2004.
  • T. Serrano-Gotarredona and B. Linares-Barranco, "Adaptive Resonance Theory Microchips," in Innovations in  ART Neural Networks: Design and Applications, L.C.Jain (Ed.), pp. 189-253, Physica Verlag (A Springer Verlag Company): Heidelberg, 2000.
  • T. Serrano-Gotarredona and B. Linares-Barranco, "ART1 and ARTMAP VLSI Circuit Implementations," in Learning on Silicon. Adaptive VLSI Neural Systems, G. Cauwenberghs and M. Bayoumi (Eds.). Boston: Kluwer Academic Publishers, pp. 163-192, 1999. (Ordering Information)
  • Bernabé Linares-Barranco and A. Rodríguez-Vázquez, "Harmonic Oscillators," in Encyclopedia of Electrical and Electronics Engineering , John G. Webster (Ed.), John  Wiley & Sons, Inc.  Vol. 8, pp. 632-642, 1999. (PDF 536K, 11 pages) 
  • Bernabé Linares-Barranco, E. Sánchez-Sinencio , A. Rodríguez-Vázquez, and J. L. Huertas, "CMOS Analog Neural Network Systems Based on Oscillatory Neurons", in Silicon Implementation of Pulse Coded Neural Networks, M. E. Zaghloul, J. Meador, and R. W. Newcomb (Eds.). Boston: Kluwer Academic Publishers, pp. 199-247, 1993.  ISBN: 0-7923-9449-6. (Ordering Information)

 International Journal Papers:

2023

  • R. Fiorelli , E. Peralías, R. Méndez-Romero, M. Rajabali, A. Kumar, M. Zahedinejad, J. Åkerman, F. Moradi, T. Serrano-Gotarredona, and B. Linares-Barranco, "CMOS front-end for interfacing Spin-Hall Nano-Oscillators for neuromorphic computing in the GHz range", Electronics 2023, in Press.
  • J. Shamsi, M. J. Avedillo, B. Linares-Barranco, and T. Serrano-Gotarredona, "Effect of Device Mismatches in Differential Oscillatory Neural Networks," IEEE Transactions Circuits and Systems Part-I, in press. (available from arxiv)
  • L. A. Camuñas-Mesa, E. Vianello, C. Reita, T. Serrano-Gotarredona, and B. Linares-Barranco, "A CMOL-Like Memristor-CMOS Neuromorphic Chip-Core Demonstrating Stochastic Binary STDP," IEEE Trans. on Emerging Topics, in Press. <ieeexplore>. Author copy available on arxiv at https://arxiv.org/abs/2209.06068.

2022

 

  • S. Yang, J. Wang, B. Deng, M.A. Rahimi, and B. Linares-Barranco, "Neuromorphic Context-dependent Learning Framework with Fault-tolerant Spike Routing," IEEE Trans. on Neural Networks and Learning Systems, (ieeexplore).
  • C. Lammie, W. Xiang, B. Linares-Barranco, M. Rahimi Azghadi, " MemTorch: An Open-source Simulation Framework for Memristive Deep Learning Systems with manuscript number: NEUCOM-D-21-0153," Neurocomputing, Volume 485, 2022, pp. 124-133 https://doi.org/10.1016/j.neucom.2022.02.043.
  • J. Ahmadi-Farsani, S. Ricci, S. Hashemkhani, D. Ielmini, B. Linares-Barranco, and T. Serrano-Gotarredona, "A CMOS-Memristor Hybrid System for implementing Stochastic Binary Spike Timing Dependent Plasticity," Philosophical Transactions A, 380:20210018 http://doi.org/10.1098/rsta.2021.0018
  • A. Patiño-Saucedo, H. Rostro-González, T. Serrano-Gotarredona, B. Linares-Barranco, "Liquid State Machine on SpiNNaker for Spatio-Temporal Classification Tasks," Frontiers in Neuroscience, in press <link>
  • D.V. Christensen, R. Dittmann, B. Linares-Barranco, et al., "2022 Roadmap on Neuromorphic Computing and Engineering," Neuromorphic Computing and Engineering, http://iopscience.iop.org/article/10.1088/2634-4386/ac4a83, 2022.
  • A. Todri-Sanial, Aida, S. Carapezzi, C. Delacour, M. Abernot, T. Gil, E. Corti, S. Karg, J. Martinez, M. Jimenez, M.J. Avedillo, and B. Linares-Barranco, "How Frequency Injection Locking Can Train Oscillatory Neural Networks to Compute in Phase," IEEE Trans. on Neural Networks and Learning Systems, vol. 33, no. 5, pp. 1996-2009, May 2022. (ieeexplore)

2021

 

  • M. Abernot, T. Gil, M. Jiménez, J. Núñez, M. J. Avedillo, B. Linares-Barranco, T. Hardelin, T. Gonos, A. Todri-Sanial, "Digital Implementation of Oscillatory Neural Network for Image Recognition Applications," Frontiers in Neuroscience, vol. 15, 2021 (https://www.frontiersin.org/articles/10.3389/fnins.2021.713054/full).
  • A. Vasudevan, P. Negri, C. Di Ielsi, B. Linares-Barranco, and T. Serrano-Gotarredona, "SL-Animals-DVS: event-driven sign language animals dataset," Patter Analysis and Applications, 16 July 2021. <link>
  • J. Shamsi, M. J. Avedillo, B. Linares-Barranco, and T. Serrano-Gotarredona, "Hardware Implementation of Differential Oscillatory Neural Networks Using VO2-Based Oscillators and Memristor-Bridge Circuits," Frontiers in Neuroscience, vol. 15, 2021 (https://www.frontiersin.org/articles/10.3389/fnins.2021.674567/full).
  • J. Núñez, J. M. Quintana, M. J. Avedillo, M. Jiménez, A. Todri-Sanial, E. Corti, S. Karg, and B. Linares-Barranco, " Insights into the Dynamics of VO2 Coupled Oscillators for ONNs," IEEE Trans. on Circuits and Systems, Part II, May 2021 (ieeexplore). doi: 10.1109/TCSII.2021.3085133
  • S. Roffe, H. Akolkar, A. D. George, B. Linares-Barranco, and R. Benosman, " Neutron-Induced, Single-Event Effects on Neuromorphic Event-based Vision Sensor: A First Step and Tools to Space Applications," IEEE Access, vol. 9, pp. 85748-63, 2021 (ieeexplore) doi: 10.1109/ACCESS.2021.3085136
  • J. Núñez, M. J. Avedillo, M. Jiménez, J. M. Quintana, A. Todri-Sanial, E. Corti, S. Karg, and B. Linares-Barranco, "Oscillatory Neural Networks using VO2 based Phase Encoded Logic," Frontiers in Neuroscience. (https://www.frontiersin.org/articles/10.3389/fnins.2021.655823/abstract)
  • C. Mohan, L. Camuñas-Mesa, J. M. de la Rosa, E. Vianello, T. Serrano-Gotarredona, and B. Linares-Barranco, "Neuromorphic Low-Power Inference on Memristive Crossbars with On-Chip Offset Calibration," IEEE Access, vol. 9, pp. 38043-61, 2021. (ieeexplore) doi: 10.1109/ACCESS.2021.3063437
  • E. Rahiminejad, F. Azad, A.l Parvizi-Fard, M. Amiri, and B. Linares-Barranco, "A Neuromorphic CMOS Circuit with Self-Repairing Capability," IEEE Trans. on Neural Networks and Learning Systems, vol. 33, no. 5, pp. 2246-2258, May 2022. (ieeexplore)
  • S. Yang, T. Gao, J. Wang, Z. Hu, B. Deng , B. Lansdell, and B. Linares-Barranco, "Efficient Neuromorphic Learning with Dendritic Event-driven Processing," Frontiers in Neuroscience,19, Feb. 2021. (https://www.frontiersin.org/articles/10.3389/fnins.2021.601109/full)

2020

  • M. Rahimi Azghadi, C. Lammie, J. K. Eshraghian, M. Payvand, E. Donati, B. Linares-Barranco, and G. Indiveri, "Hardware Implementation of Deep Network Accelerators Towards Healthcare and Biomedical Applications," IEEE Transactions on Biomedical Circuits and Systems, (ieeexplore), vol. 14, No. 6, pp. 1138-1159, Dec. 2020.
  • J. Ahmadi-Farsani, V. Zúñiga, T. Serrano-Gotarredona, B. Linares-Barranco, and J. M. de la Rosa, "Enhanced Linearity in FD-SOI CMOS Body-Input Analog Circuits – Application to Voltage-Controlled Ring Oscillators and Frequency-based Σ∆ ADCs," IEEE Trans. on Circuits and Systems, Part-I, No. 10, vol. 67, pp. 3297 - 3308, October 2020. doi:10.1109/TCSI.2020.2978926. (ieeexplore)
  • M. M. Faraji, S. B. Shouraki, E. Iranmehr, and B. Linares-Barranco, "Fuzzy Sound Source Localization in Wide Dynamic Range Outdoor Environment Using Distributed Sensor Networks," IEEE Sensors, vol. 20, no. 4, pp. 2234-2246, Feb.15, 2020. ( https://ieeexplore.ieee.org/abstract/document/8887193)
  • A. Patiño-Saucedo, H. Rostro-González, T. Serrano-Gotarredona, and B. Linares-Barranco, "Event-Driven Implementation of Deep Spiking convolutional Neural Networks for supervised Classification using the SpiNNaker Neuromorphic Platform," Neural Networks, 121, pp. 319-328, Jan. 2020. https://doi.org/10.1016/j.neunet.2019.09.008 (https://www.sciencedirect.com/science/article/pii/S0893608019302692?via%3Dihub)

2019

  • A. Yousefzadeh, M. Khoei, S. Hosseini, P. Holanda, S. Leroux, O. Moreira, J. Thapson, B. Dhoet, P. Simoens, T. Serrano-Gotarredona, and B. Linares-Barranco, "Asynchronous Spiking Neurons, the natural key to exploit temporal sparsity," IEEE J. on emergent and Selected Topics in Circuits and Systems, vol. 9, no. 4, pp. 668-678, Dec. 2019. (https://ieeexplore.ieee.org/document/8890681)
  • E. Iranmehr, S. B. Shouraki, M. M. Faraji, N. Bagheri and  B. Linares-Barranco, "Bio-inspired Evolutionary Model of Spiking Neural Networks in Ionic Liquid Space," Frontiers in Neuroscience, vol. 13, 2019. doi:10.3389/fnins.2019.01085. (https://www.frontiersin.org/articles/10.3389/fnins.2019.01085/full).
  • L. A. Camuñas-Mesa, B. Linares-Barranco, and T. Serrano-Gotarredona, "Neuromorphic Spiking Neural Networks and Their Memristor-CMOS Hardware Implementations," Materials 2019, 12, 2745. doi:10.3390/ma12172745.
  • A. Patiño-Saucedo, H. Rostro-González, T. Serrano-Gotarredona, and B. Linares-Barranco, "Event-Driven Implementation of Deep Spiking convolutional Neural Networks for supervised Classification using the SpiNNaker Neuromorphic Platform," Neural Networks, 121, pp. 319-328, Jan. 2020. avalable on-line 24 Sep. 2019. https://doi.org/10.1016/j.neunet.2019.09.008
  • F. Faramarzi, F. Azad, M. Amiri, and B. Linares-Barranco, "A Neuromorphic Digital Circuit for Neuronal Information Encoding Using Astrocytic Calcium Oscillations," Frontiers in Neuroscience,in Press.
  • S. Haghzad Klidbary , S. Bagheri Shouraki, and B. Linares-Barranco, "Digital Hardware Realization of a Novel Adaptive Ink Drop Spread Operator and Its Application in Modeling and Classification and On-Chip Training," International Journal of Machine Learning and Cybernetics, 2018. https://doi.org/10.1007/s13042-018-0890-x

2018

  • S. Haghzad Klidbary , S. Bagheri Shouraki, and B. Linares-Barranco, "Digital Hardware Realization of a Novel Adaptive Ink Drop Spread Operator and Its Application in Modeling and Classification and On-Chip Training," International Journal of Machine Learning and Cybernetics, 2018. https://doi.org/10.1007/s13042-018-0890-x

  • M. Nouri, M. Hayati, T. Serrano-Gotarredona, and D. Abbot, "A Digital Neuromophic Realization of the 2D Wilson Neuron Model," IEEE Trans. On Circutis and Systems, part II, DOI: 10.1109/TCSII.2018.2852598

  • A. Yousefzadeh, E. Stromatias, M. Soto, T. Serrano-Gotarredona, B. Linares-Barranco, "On Practical Issues for Stochastic STDP Hardware With 1-bit Synaptic Weights," Frontiers in Neuroscience, vol. 12, 2018. Doi: 10.3389/fnins.2018.00665. (https://www.frontiersin.org/article/10.3389/fnins.2018.00665)
  • C. Mohan, L.A. Camuñas-Mesa, E. Vianello, L. Periniolla, C. Reita, J.M. de la Rosa, T. Serrano-Gotarredona and B. Linares-Barranco: “Calibration of offset via bulk for Low-power HfO2 based 1T1R memristive crossbar Read-Out System.” Microelectronic Engineering, vol. 198, pp. 35-47, 2018. (link) 
  • A. Yousefzadeh, G. Orchard, T. Serrano-Gotarredona, and B. Linares-Barranco, "Active Perception with Dynamic Vision Sensors. Minimum Saccades with Optimum Recognition," IEEE Trans. on Biomedical Circuits and Systems, vol. 12, no. 4, pp. 927-939, Aug. 2018 (ieeexplore).
  • B. Linares-Barranco, "Memristors fire away," Nature Electronics, (2018), doi:10.1038/s41928-018-0028-x, (https://www.nature.com/articles/s41928-018-0028-x) (view-only link:http://rdcu.be/Gzoy) (pdf)
  • L. Camuñas-Mesa, Y. Domínguez-Lázaro, A. Linares-Barranco, T. Serrano-Gotarredona, and B. Linares-Barranco, "A Configurable Event-Driven Convolutional Node with Rate Saturation Mechanism for Modular ConvNet Systems Implementation," Frontiers in Neuromorphic Engineering. Front. Neurosci., vol. 12, 2018, doi: 10.3389/fnins.2018.00063 (https://www.frontiersin.org/articles/10.3389/fnins.2018.00063/full)
  • L. A. Camuñas-Mesa, T. Serrano-Gotarredona, S. Ieng, R. Benosman and B. Linares-Barranco, "Event-driven Stereo Visual Tracking Algorithm to Solve Object Occlusion," IEEE Trans. on Neural Networks and Learning Systems, vol. 29, no. 9, pp. 4223-4237, Sept. 2018. (ieeexplore)
  • E. Rahimian, S. Zabihi, M. Amiri, and B. Linares-Barranco, "Digital Implementation of the Two-Compartmental Pinsky–Rinzel Pyramidal Neuron Model," IEEE Trans. on Biomedical Circuits and Systems, vol. 12, no. 1, pp. 47-57, Feb. 2018. (http://ieeexplore.ieee.org/document/8066309)

2017

  • A. Yousefzadeh, M. Jablonski, T. Iakymchuk, A. Linares-Barranco, A. Rosado, L. A. Plana, S. Temple, T. Serrano-Gotarredona, S. Furber, and B. Linares-Barranco, "On Multiple AER Handshaking channels over High-Speed Bit-Serial Bi-Directional LVDS Links with Flow-Control and Clock-Correction on Commercial FPGAs for Scalable Neurmorphic Systems," IEEE Trans. on Biomedical Circuits and Systems, vol. 11, No. 5, pp. 1932-4545, Oct. 2017. (http://ieeexplore.ieee.org/document/8010303)
  • E. Stromatias, M. Soto, T. Serrano-Gotarredona, and B. Linares-Barranco, "An Event-Based Classifier for Dynamic Vision Sensor and Synthetic Data," Frontiers in Neuromorphic Engineering. Front. Neurosci., doi: 10.3389/fninis.2017.00350 (http://journal.frontiersin.org/article/10.3389/fnins.2017.00350)
  • M. Rahimi Azghadi, B. Linares-Barranco, D. Abbott, P. H.W. Leong, "A Hybrid CMOS-memristor Neuromorphic Synapse," IEEE Trans. on Biomedical Circuits and Systems, vol. 11, No. 2, pp. 434-445 , April 2017.

  • Basabdatta Sen Bhattacharya, Teresa Serrano-Gotarredona, Lorinc Balassa, Akash Bhattacharya, Alan Barry Stokes, Andrew Rowley, Indar Sugiarto, Steve B Furber, "A spiking neural network model of the Lateral Geniculate Nucleus on the SpiNNaker Machine," Original Research, Front. Neurosci. - Neuromorphic Engineering, DOI: 10.3389/ fnins.2017.00454

2016

  • A. R. Yousefzadeh, Luis A. Plana, S. Temple, T. Serrano-Gotarredona, S. B. Furber, and B. Linares-Barranco, "Fast Predictive Handshaking in Synchronous FPGAs for Fully Asynchronous Multi-Symbol Chip Links. Application to SpiNNaker 2-of-7 Links," IEEE Trans. on Circuits and Systems, Part II, vol. 63, No. 8, pp. 763-767, Aug. 2016 (http://ieeexplore.ieee.org/document/7410001).

  • Q. Liu, G. Pineda-García, E. Stromatias, T. Serrano-Gotarredona, and S. Furber, "Benchmarking Spike-Based Visual Recognition: a dataset and evaluation," Frontiers in Neuromorphic Engineering. DOI: 10.3389/fnins.2016.00496

2015

  • X. Guo, F. Merrikh-Bayat, L. Gao, B. D. Hoskins, F. Alibart, B. Linares-Barranco, L. Theogarajan, C. Teuscher, and D.B. Strukov, "Modeling and Experimental Demonstration of a Hopfield Network Analog-to-Digital Converter with Hybrid CMOS/Memristor Circuits," Frontiers in Neuromorphic Engineering. Front. Neurosci. 9:488. doi: 10.3389/fnins.2015.00488 (http://journal.frontiersin.org/article/10.3389/fnins.2015.00488/abstract).
  • T. Serrano-Gotarredona and B. Linares-Barranco, "Poker-DVS and MNIST-DVS. Their History, How They were Made, and Other Details," Frontiers in Neuromorphic Engineering. Front. Neurosci. 9:481. doi: 10.3389/fnins.2015.00481. 30-Nov-2015. (http://journal.frontiersin.org/article/10.3389/fnins.2015.00481/full).
  • M. Bavandpour, H. Soleimani, B. Linares-Barranco, D. Abbott, and L. O. Chua, "Generalized Reconfigurable Memristive Dynamical System (MDS) for Neuromorphic Applications," Frontiers in Neuromorphic Engineering. Front. Neurosci. 9:409. doi: 10.3389/fnins.2015.00409. 3-Nov-2015. (http://journal.frontiersin.org/article/10.3389/fnins.2015.00409/abstract)
  • S.Saïgui, C. Mayr, T. Serrano-Gotarredona, H. Schmidt, G. Lecerf, J. Tomas, J. Grollier, S. Boyn, A. Vincent, D. Querlioz, S. La Barbera, F. Alibart, D. Vuillaume, O. Bichler, C. Gamrat, and B. Linares-Barranco, "Plasticity in memristive devices for Spiking Neural Networks," Frontiers in Neuromorphic Engineering. Front. Neurosci. 9:51. doi: 10.3389/fnins.2015.00051. 2-March-2015. (http://journal.frontiersin.org/Journal/10.3389/fnins.2015.00051/abstract).
  • B. Zhao, R. Ding, S. Chen, B. Linares-Barranco, and H. Tang, "Feedforward Categorization on AER Motion Events using Cortex-like Features in a Spiking Neural Network," IEEE Trans. on Neural Networks and Learning Systems, vol. 26, No. 9, pp. 1963-1978, Sep. 2015. (http://ieeexplore.ieee.org/xpl/articleDetails.jsp?arnumber=6933869)

2014

  • M. Bavandpour, S. Baghri-Shouraki, H. Soleimani, A. Ahmadi and B. Linares-Barranco, "Spiking Neuro-Fuzzy Clustering System and Its Memristor Crossbar Based Implementation," Microelectronics Journal, (2014), http://dx.doi.org/10.1016/j.mejo.2014.09.001. (download)
  • C. Posch, T. Serrano-Gotarredona, B. Linares-Barranco, and T. Delbrück, "Retinomorphic Event-Based Vision Sensors: Bioinspired Cameras with Spiking Output," Proceedings of the IEEE, vol. 102, No. 10, pp. 1470-1484, October 2014. (ieeexplore)
  • L. A. Camuñas-Mesa, T. Serrano-Gotarredona, S. H. Ieng, R. B. Benosman, and B. Linares-Barranco, "On the Use of Orientation Filters for 3D Reconstruction in Event-Driven Stereo Vision," Frontiers in Neuromorphic Engineering, Front. Neurosci. 8:48. doi: 10.3389/fnins.2014.00048. Available from: http://journal.frontiersin.org/Journal/10.3389/fnins.2014.00048/abstract.

2013

  • Teresa Serrano-Gotarredona, T. Prodromakis, and B. Linares-Barranco, "A Proposal for Hybrid Memristor-CMOS Spiking Neuromorphic Learning Systems," IEEE Circuits and Systems Magazine, vol. 13, No. 2, pp. 74-88, 2nd quarter, 2013. (ieeexplore)
  • G. Indiveri, B. Linares-Barranco, R. Legenstein, G. Deligeorgis, and T. Prodromakis, "Integration of nanoscale memristor synapses in neuromorphic computing architectures," Nanotechnology, 24 (2013) 384010 (13pp), doi: doi:10.1088/0957-4484/24/38/384010. Available from: http://iopscience.iop.org/0957-4484/24/38/384010/.
  • J. A. Pérez-Carrasco, B. Zhao, C. Serrano, B. Acha, T. Serrano-Gotarredona, S. Chen and B. Linares-Barranco, "Mapping from Frame-Driven to Frame-Free Event-Driven Vision Systems by Low-Rate Rate-Coding and Coincidence Processing. Application to Feed-Forward ConvNets," IEEE Trans. on Pattern Analysis and Machine Intelligence, vol. 35, No. 11, pp. 2706-2719, Nov. 2013. (author accepted pdf) (Video). Doi: http://doi.ieeecomputersociety.org/10.1109/TPAMI.2013.71
  • T. Serrano-Gotarredona and B. Linares-Barranco, "A 128x128 1.5% Contrast Sensitivity 0.9% FPN 3us Latency 4mW Asynchronous Frame-Free Dynamic Vision Sensor Using Transimpedance Amplifiers," IEEE J. Solid-State Circuits, vol.48, No. 3, pp. 827-838, March 2013. (author accepted pdf) (ieeexplore)
  • T. Serrano-Gotarredona, T. Masquelier, T. Prodromakis, G. Indiveri, and B. Linares-Barranco, "STDP and STDP Variations with Memristors for Spiking Neuromorphic Learning Systems," Frontiers in Neuromorphic Engineering, Front. Neurosci. 7:02. doi: 10.3389/fnins.2013.00002, 6 January 2013. (free open access link)
  • C. Zamarreño-Ramos, R. Kulkarni, J. Silva-Martínez, T. Serrano-Gotarredona, and B. Linares-Barranco, "A 1.5ns OFF/ON Switching-Time Voltage-Mode LVDS Driver/Receiver Pair for Asynchronous AER Bit-Serial Chip Grid Links with up to 40 Times Event-Rate Dependent Power Savings," IEEE Trans. on Biomedical Circuits and Systems, vol. 7, No. 5, pp. 722-731, October 2013. (ieeexplore)
  • C. Zamarreño-Ramos, A. Linares-Barranco, T. Serrano-Gotarredona, and B. Linares-Barranco, "Multi-Casting Mesh AER: A Scalable Assembly Approach for Reconfigurable Neuromorphic Structured AER Systems. Application to ConvNets," IEEE Trans. on Biomedical Circuits and Systems, vol. 7, No. 1, pp. 82-102, Feb. 2013. (ieeexplore)

2012

  • C. Zamarreño-Ramos, T. Serrano-Gotarredona, and B. Linares-Barranco, "A 0.35um Sub-ns Wake-up Time ON-OFF Switchable LVDS Driver-Receiver Chip I/O Pad Pair for Rate-Dependent Power Saving in AER Bit-Serial Links," IEEE Trans. on Biomedical Circuits and Systems, vol. 6, No. 5, pp. 486-497, October 2012. (ieeexplore)
  • C. Farabet, R. Paz, J. Pérez-Carrasco, C. Zamarreño-Ramos, A. Linares-Barranco, Y. LeCun, E. Culurciello, T. Serrano-Gotarredona, and B. Linares-Barranco, "Comparison Between Frame-Constrained Fix-Pixel-Value and Frame-Free Spiking-Dynamic-Pixel ConvNets for Visual Processing," Frontiers in Neuromorphic Engineering, Front. Neurosci. 6:32. doi: 10.3389/fnins.2012.00032, 12 April 2012. (free open access link)
  • L. Camuñas-Mesa, C. Zamarreño-Ramos, A. Linares-Barranco, A. Acosta-Jiménez, T. Serrano-Gotarredona, and B. Linares-Barranco, "An Event-Driven Multi-Kernel Convolution Processor Module for Event-Driven Vision Sensors," IEEE J. of Solid-State Circuits, vol. 47, No. 2, pp. 504-517, Feb. 2012. (ieexplore)
  • S. Chen, P. Akselrod, B. Zhao, J. A. Pérez-Carrasco, B. Linares-Barranco and E. Culurciello, "Efficient feedforward categorization of objects and human postures with address-event image sensors," IEEE Trans. on Pattern Analysis and Machine Intelligence, vol. 34, No. 2, pp. 302-314, Feb. 2012. (ieeexplore)

2011

  • F. Alibart, S. Pleutin, O. Bichler, C. Gamrat, T. Serrano-Gotarredona, B. Linares-Barranco and D. Vuillaume, "A memristive nanoparticle/organic hybrid synapstor for neuro-inspired computing," Advanced Functional Materials, DOI: 10.1002/adfm.201101935, published online 13-Dec-2011.
  • C. Zamarreño-Ramos, T. Serrano-Gotarredona, and B. Linares-Barranco, "An Instant-Startup Jitter-Tolerant Manchester-Encoding Serializer/Deserializar Scheme for Event-Driven Bit-Serial LVDS Inter-Chip AER Links," IEEE Trans. Circ. and Syst. Part-I, vol. 58, No. 11, pp. 2647-2660, Nov. 2011. (ieeexplore)
  • J. A. Leñero-Bardallo, T. Serrano-Gotarredona, B. Linares-Barranco, "A 3.6us Asynchronous Frame-Free Event-Driven Dynamic-Vision-Sensor," IEEE J. of Solid-State Circuits, vol. 46, No. 6, pp. 1443-1455, June 2011. (ieeexplore)
  • G. Indiveri, B. Linares-Barranco, T. J. Hamilton, A. van Schaik, R. Etienne-Cummings, T. Delbrück, S.-C. Liu, P. Dudek, P. Häfliger, S. Renaud, J. Schemmel, G. Cauwenberghs, J. Arthur, K. Hynna, F. Folowosele, S. Saïghi, T. Serrano-Gotarredona, J. Wijekoon, Y. Wang, K. Boahen, "Neuromorphic Silicon Neuron Circuits," Frontiers in Neuromorphic Engineering, Front. Neurosci. 5:73. doi: 10.3389/fnins.2011.00073, 31 May 2011. (free open access link)
  • L. Camuñas-Mesa, A. Acosta-Jiménez, C. Zamarreño-Ramos, T. Serrano-Gotarredona, and B. Linares-Barranco, "A 32x32 Pixel Convolution Processor Chip for Address Event Vision Sensors with 155ns Event Latency and 20Meps Throughput," IEEE Trans. Circ. and Syst. Part-I, vol. 58, No. 4, pp. 777-790, April 2011. (ieeexplore)
  • C. Zamarreño-Ramos, L. A. Camuñas-Mesa, Jose A. Perez-Carrasco, T. Masquelier, T. Serrano-Gotarredona, and B. Linares-Barranco, "On Spike-Timing-Dependent-Plasticity, Memristive Devices, and building a Self-Learning Visual Cortex," Frontiers in Neuromorphic Engineering, Front. Neurosci. 5:26, 2011. doi: 10.3389/fnins.2011.00026, 17 March 2011. (free open access link)

2010

  • J. A. Leñero-Bardallo, T. Serrano-Gotarredona, B. Linares-Barranco, "A 5-Decade Dynamic Range Ambient-Light-Independent Calibrated Signed-Spatial-Contrast AER Retina with 0.1ms Latency and Optional Time-to-First-Spike Mode," IEEE Trans. Circ. and Syst., Part-I, vol. 57, No. 10, pp. 2632-2643, October 2010. (ieeexplore)
  • J. A. Pérez-Carrasco, B. Acha, C. Serrano, L. Camuñas-Mesa, T. Serrano-Gotarredona, and B. Linares-Barranco, "Fast Vision through Frame-less Event-based Sensing and Convolutional Processing. Application to Texture Recognition," IEEE Trans. Neural Networks, vol. 21, No. 4, pp. 609-620, April 2010. (ieeexplore)

2009

  • G. Vicente-Sanchez,  J. Velarde-Ramirez, T. Serrano-Gotarredona, and B. Linares-Barranco, "A Weak-to-Strong Inversion Mismatch Model for Analog Circuit Design," Int. Journal of  Analog Integrated Circuits and Signal Processing, 59, pp. 325-340, 2009.
  • B. Linares-Barranco and T. Serrano-Gotarredona, “Memristance can explain Spike-Time-Dependent-Plasticity in Neural Synapses,” Available from Nature Precedings<http://hdl.handle.net/10101/npre.2009.3010.1> (2009)
  • R. Serrano-Gotarredona, M. Oster, P. Lichtsteiner, A. Linares-Barranco, R. Paz-Vicente, F. Gómez-Rodríguez, L. Camuñas-Mesa, R. Berner, M. Rivas, T. Delbrück, S. C. Liu, R. Douglas, P. Häfliger, G. Jiménez-Moreno, A. Civit, T. Serrano-Gotarredona, A. Acosta-Jiménez, B. Linares-Barranco, "CAVIAR: A 45k-Neuron, 5M-Synapse, 12G-connects/sec AER Hardware Sensory-Processing-Learning-Actuating System for High Speed Visual Object Recognition and Tracking," IEEE Trans. on Neural Networks, vol. 20, No. 9, pp. 1417-1438, September 2009.  (ieeexplore)

2008

  • J. A. Leñero-Bardallo, T. Serrano-Gotarredona, and B. Linares-Barranco, "A Calibration Technique for Very Low Current and Compact Tunable Neuromorphic Cells. Application to 5-bit 20nA DACs," IEEE Trans. Circuits and Systems, Part-II: Brief Papers, vol. 55, No. 6, pp. 522-526, June 2008. (PDF 640K, 5 pages).
  • R. Serrano-Gotarredona, T. Serrano-Gotarredona, A. Acosta-Jimenez, C. Serrano-Gotarredona, J. A. Perez-Carrasco, A. Linares-Barranco, G. Jimenez-Moreno, A. Civit-Ballcels, and B. Linares-Barranco, "On Real-Time AER 2D Convolutions Hardware for Neuromorphic Spike Based Cortical Processing," IEEE Trans. on Neural Networks, vol. 19, No. 7, pp. 1196-1219, July 2008. (PDF 7.7M, 24 pages).

2007

  • R. Serrano-Gotarredona, L. Camuñas-Mesa, T. Serrano-Gotarredona, J. A. Leñero-Bardallo, and B. Linares-Barranco, "The Stochastic I-Pot: A Circuit Block for Programming Bias Currents," IEEE Trans. Circuits and Systems, Part-II: Brief Papers, vol. 54, No. 9, pp. 760-764, September 2007. (PDF 252K, 5 pages).
  • Bernabe Linares-Barranco and Teresa Serrano-Gotarredona,  "On an Efficient CAD Implementation of the Distance Term in Pelgrom's Mismatch Model," IEEE Trans. on CAD, vol. 26, No. 8, pp. 1534-1538, August 2007. (PDF 216K, 5 pages).
  • J. Costas-Santos, T. Serrano-Gotarredona, R. Serrano-Gotarredona and B. Linares-Barranco, "A Spatial Contrast Retina with On-chip Calibration for Neuromorphic Spike-Based AER Vision Systems," IEEE Trans. Circuits and Systems, Part-I: Regular Papers, vol. 54, No. 7, pp. 1444-1458, July 2007. (PDF 1.6M, 15 pages).
  • Alejandro Linares-Barranco, Matthias Oster, Daniel Cascado, Gabriel Jimenez, Anton Civit, Bernabe Linares-Barranco, "Inter-Spike-Intervals Analysis of AER Poisson like Generator Hardware," Neurocomputing, 70, pp. 2692-2700, May 2007. (PDF 224K, 13 pages)

  • F. Bahmani, T. Serrano-Gotarredona and E. Sánchez-Sinencio, "An Accurate Automatic Quality Factor Tuning Scheme for Gigahertz Range LC Filters," IEEE Trans. on Circuits and Systems, Part I: Regular Papers, vol. 54, issue 4, pp. 745-756, April 2007. DOI: 10.1109/TCSI.2006.888783

1989-2006

  • R. Serrano-Gotarredona, T. Serrano-Gotarredona, A. Acosta-Jimenez, and B. Linares-Barranco, "A Neuromorphic Cortical-Layer Microchip for Spike-Based Event Processing Vision Systems," IEEE Trans. Circuits and Systems, Part-I: Regular Papers, vol. 53, No. 12, pp. 2548-2566, December 2006. (PDF, 4.3M, 19 pages).
  • Teresa Serrano-Gotarredona and Bernabé Linares-Barranco, "A Low-Power Current Mode Fuzzy-ART Cell," IEEE Trans. on Neural Networks, vol. 17, No. 6, pp. 1666-1673, November 2006. (PDF 501K, 8 pages).
  • Alejandro Linares-Barranco, Gabriel Jimenez-Moreno, Bernabé Linares-Barranco and Antón Civit-Ballcels, "On Algorithmic Rate-Coded AER Generation," IEEE Transactions on Neural Networks, vol. 17, No. 3, pp. 771-788, May 2006. (PDF 973K, 18 pages)
  • Bernabé Linares-Barranco, Teresa Serrano-Gotarredona , Juan Ramos-Martos, Joaquin Ceballos-Caceres, Jose Miguel Mora, and Alejandro Linares-Barranco, "A Precise 90º Quadrature OTA-C Oscillator Tunable in the 50-130 MHZ Range," IEEE Trans. on Circuits and Systems, Part I , vol. 51, No. 4, pp. 649-663, April 2004 (PDF 609K,15 pages) .
  • Teresa Serrano-Gotarredona and Bernabé Linares-Barranco, "Log-Domain Implementation of Complex Dynamics Reaction-Diffusion Neural Networks," IEEE Trans. on Neural Networks , vol. 14, No. 5, pp. 1337-1355, September 2003 (PDF 3.90M, 19 pages) .
  • Bernabé Linares-Barranco, Teresa Serrano-Gotarredona , and Rafael Serrano-Gotarredona, "Compact Low-Power Calibration Mini-DACs for Neural Massive Arrays with Programmable Weights," IEEE Trans. on Neural Networks, vol. 14, No. 5, pp. 1207-1216, September 2003 (PDF 1.28M, 10 pages) .
  • Bernabé Linares-Barranco, Teresa Serrano-Gotarredona , Rafael Serrano-Gotarredona, and Clara Serrano-Gotarredona, "Current-Mode Techniques for Sub-Pico Ampere Circuit Design," Int. Journal of  Analog Integrated Circuits and Signal Processing, vol. 38, pp. 103-119, 2004. (PDF 417K, 17 pages)
  • Bernabé Linares-Barranco and Teresa Serrano-Gotarredona , "On the Design and Characterization of Femtoampere Current-Mode Circuits," IEEE Journal of Solid-State Circuits, vol. 38, No. 8, pp. 1353-1363, August 2003. (PDF 797K, 10 pages) .
  • Bernabé Linares-Barranco, Teresa Serrano-Gotarredona , J. Ramos-Martos, J. Ceballos-Caceres, J. M. Mora, and A. Linares-Barranco, "Precise 90º Quadrature Current-Controlled Oscillator Tunable between 50-130MHz," Electronics Letters, vol. 39, No. 11, pp. 823-825, 29th May 2003. (PDF 438K, 3 pages) .
  • Teresa Serrano-Gotarredona and Bernabé Linares-Barranco, "Current mode fully programmable piece-wise linear block for neuro fuzzy applications," IEE Electronics Letters , vol. 38, No. 20, September 2002, pp. 1165-1166.  (PDF 310K, 2 pages) .
  • Teresa Serrano-Gotarredona , Andreas G. Andreou , and Bernabé Linares-Barranco, "A Programmable VLSI Filter Architecture for Application in Real Time Vision Processing Systems," International Journal of Neural Systems, Special Issue on New Trends in Neural Network Implementations (invited), vol. 10, No. 3, pp. 179-190, June 2000. (PDF 585K, 12 pages)
  • Teresa Serrano-Gotarredona and Bernabé Linares-Barranco, "A New 5-Parameter MOS Transistor Mismatch Model," IEEE Electron Device Letters, vol. 21, No. 1, pp. 37-39.January 2000. (PDF 144K, 3 pages)
  • Teresa Serrano-Gotarredona and Bernabé Linares-Barranco, "Systematic Width-and-Length Dependent CMOS Transistor Mismatch Characterization and Simulation," Analog Integrated Circuits and Signal Processing, Kluwer Academic Publishers, vol. 21,  pp. 271-296, December 1999. (PDF 1.4M, 26 pages)
  • Teresa Serrano-Gotarredona , Bernabé Linares-Barranco, and Andreas G. Andreou , "Very Wide Range Tunable CMOS/Bipolar Current Mirrors with Voltage Clamped Input," IEEE Trans. Circuits and Systems (Part I): Fundamental Theory and Applications, pp. 1398-1407, November 1999. (PDF 433K, 10 pages)
  • Teresa Serrano-Gotarredona , Andreas G. Andreou , and Bernabé Linares-Barranco,  "AER Image Filtering Architecture for Vision Processing Systems," IEEE Trans. Circuits and Systems (Part I): Fundamental Theory and Applications, vol. 46, No. 9, pp. 1064-1071, September 1999. (PDF 287K, 8 pages) .
  • Teresa Serrano-Gotarredona , Bernabé Linares-Barranco, and Andreas G. Andreou , "Bipolar/CMOS Current-Source Flip-Flop for Application in Neuro-Fuzzy Systems," Electronics Letters, vol. 35, No. 16, pp. 1326-1328, 5th August 1999. (PDF 223K, 3 pages) .
  • Teresa Serrano-Gotarredona , Bernabé Linares-Barranco, and Andreas G. Andreou , "A General Translinear Principle for Subthreshold MOS Transistors," IEEE Trans. Circuits and Systems (Part I): Fundamental Theory and Applications , vol. 46, No. 5, pp. 607-616, May 1999. (PDF 335K, 10 pages) {This paper received the 2000 IEEE Trans. on Circuits and Systems Darlington Award}.
  • Teresa Serrano-Gotarredona   and Bernabé Linares-Barranco, "7-Decade Tuning Range CMOS OTA-C Sinusoidal VCO", Electronics Letters, vol. 34, No. 17, pp. 1621-1622,  20th August 1998. (PDF 154K, 4 pages)
  • Teresa Serrano-Gotarredona and Bernabé Linares-Barranco, "A High-Precision Current-Mode WTA-MAX Circuit with Multi-Chip Capability," IEEE Journal of Solid-State Circuits , vol. 33, no. 2, pp. 280-286, February 1998. (PDF 191K, 7 pages)
  • Teresa Serrano-Gotarredona and Bernabé Linares-Barranco, "An ART1 Microchip and its use in Multi-ART1 Systems," IEEE Transactions on Neural Networks , vol. 8, No. 5, pp. 1184-1195, September 1997. (PDF 860K, 11 pages)
  • Teresa Serrano-Gotarredona and Bernabé Linares-Barranco, "A Real-Time Clustering Microchip Neural Engine," IEEE Transactions on VLSI Systems, vol. 4, No. 2, pp. 195-209, June 1996. (PDF 2.2M, 16 pages)   {This paper received the 1997 IEEE Trans. on VLSI Systems Best Paper Award}. Its abstract has been included in: Serrano-Gotarredona, T and Linares-Barranco, B "A Real-Time Clustering Microchip Neural Engine," Abstracts on Microelectronics And Reliability (Elsevier Science), Vol: 37, Issue: 8, August 1997, pp. 1285.
  • Teresa Serrano-Gotarredona and Bernabé Linares-Barranco, "A Modified ART1 Algorithm more suitable for VLSI Implementations," Neural Networks, vol. 9, No. 6, pp. 1025-1043, 1996. (PDF 1.3M, 19 pages)
  • Teresa Serrano-Gotarredona and Bernabé Linares-Barranco, "A Modular Current-Mode High-Precision Winner-Take-All Circuit," IEEE Transactions on Circuits and Systems (Part II):Analog and Digital Signal Processing, vol. 42, No. 2, pp. 132-134, February 1995. (PDF 190K, 3 pages)
  • Teresa Serrano-Gotarredona and Bernabé Linares-Barranco, "The Active-Input Regulated-Cascode Current Mirror," IEEE Transactions on Circuits and Systems (Part I): Fundamental Theory and Applications, vol. 41, No. 6, pp. 464-467, June 1994. (PDF 188K, 4 pages)
  • Bernabé Linares-Barranco, Edgar Sánchez-Sinencio , Angel Rodríguez-Vázquez, And J. L. Huertas , "A CMOS Analog Adaptive BAM With On-chip Learning and Weight Refreshing," IEEE Transactions on Neural Networks, May 1993, Vol. 4, No. 3, Pp. 445-455. (PDF 866K,  11 pages)
  • Bernabé Linares-Barranco, Angel Rodríguez-Vázquez, José L. Huertas, and Edgar Sánchez-Sinencio , "On the Generation Design and Tuning of OTA-C High Frequency Sinusoidal Oscillators", IEE Proceedings-Part G, Circuits Devices and Systems , vol. 139, No. 5, October 1992, pp. 557-568. (PDF 1.0M, 12 pages)
  • Bernabé Linares-Barranco, Edgar Sánchez-Sinencio , Angel Rodríguez-Vázquez, and José L. Huertas, "A Modular T-Mode Design Approach for Analog Neural Network Hardware Implementations", IEEE Journal of Solid-State Circuits, vol. 27, No. 5, May 1992, pp. 701-713. (PDF 1.2M, 13 pages)
  • Bernabé Linares-Barranco, Edgar Sánchez-Sinencio , Angel Rodríguez-Vázquez and José Luis Huertas, "A CMOS Implementation of FitzHugh-Nagumo Neuron Model", IEEE Journal of Solid-State Circuits, vol. 26, No. 7, pp. 956-965, July 1991. (PDF 1.2M, 10 pages)
  • Bernabé Linares-Barranco, Angel Rodríguez-Vázquez, Edgar Sánchez-Sinencio and José Luis Huertas, "CMOS OTA-C High-Frequency Sinusoidal Oscillators", IEEE Journal of Solid-State Circuits, vol. 26, No. 2, pp. 160-165, February 1991. (PDF 635K, 6 pages)
  • Angel Rodríguez-Vázquez, Bernabé Linares-Barranco, José Luis Huertas and Edgar Sánchez-Sinencio , "On the Design of Voltage Controlled Sinusoidal Oscillators using OTAs", IEEE Transactions on Cicuits and Systems, vol.37, No.2, pp. 198-211, February 1990. (PDF 1.1M, 14 pages). Corrections, vol. 38, no. 11, pp. 1405-1406, November 1991.(PDF)
  • Edgar Sánchez-Sinencio , Jaime Ramírez-Angulo , Bernabé Linares-Barranco and Angel Rodríguez-Vázquez, "Operational Transconductance Amplifier-Based Nonlinear Function Syntheses", IEEE Journal of Solid-State Circuits, vol.24, No.6, pp. 1576-1586, December 1989. (PDF 1.1M, 11 pages)
  • Bernabé Linares-Barranco, Edgar Sánchez-Sinencio , Angel Rodríguez-Vázquez and José Luis Huertas, "A 10 MHz Voltage-Controlled OTA Quadrature Oscillator", Electronics Letters , 8th June 1989, vol.25, No.12, pp. 765-767. (PDF 352K, 3 pages)
  • Bernabé Linares-Barranco, Edgar Sánchez-Sinencio , Angel Rodríguez-Vázquez and José Luis Huertas, "A Programmable Neural Oscillator Cell", IEEE Transactions on Circuits and Systems, May 1989, CAS-36, No.5, pp. 756-761. (PDF 490K, 6 pages)