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Bernabé Linares-Barranco
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2020 – today
- 2024
- [j68]Farnaz Faramarzi
, Bernabé Linares-Barranco, Teresa Serrano-Gotarredona
:
A 128×128 Electronically Multi-Foveated Dynamic Vision Sensor With Real-Time Resolution Reconfiguration. IEEE Access 12: 192656-192671 (2024) - [j67]Shuangming Yang
, Haowen Wang
, Yanwei Pang
, Mostafa Rahimi Azghadi
, Bernabé Linares-Barranco
:
NADOL: Neuromorphic Architecture for Spike-Driven Online Learning by Dendrites. IEEE Trans. Biomed. Circuits Syst. 18(1): 186-199 (2024) - [j66]Hamid Reza Erfani Jazi
, Luis A. Camuñas-Mesa
, Elisa Vianello
, Teresa Serrano-Gotarredona
, Bernabé Linares-Barranco
:
A Fully Digital Relaxation-Aware Analog Programming Technique for HfOx RRAM Arrays. IEEE Trans. Circuits Syst. II Express Briefs 71(8): 3685-3689 (2024) - [j65]Shuangming Yang
, Haowen Wang, Yanwei Pang
, Yaochu Jin
, Bernabé Linares-Barranco
:
Integrating Visual Perception With Decision Making in Neuromorphic Fault-Tolerant Quadruplet-Spike Learning Framework. IEEE Trans. Syst. Man Cybern. Syst. 54(3): 1502-1514 (2024) - [c108]Xabier Iturbe
, Bernabé Linares-Barranco
, Sio-Hoi Ieng
, Arne Erdmann
, Luca Peres
, Oliver Rhodes
, Rafael Tornero
, Manolis Sifalakis
, Marcel D. van de Burgwal
, Amirreza Yousefzadeh
, Maha Kooli
, Riccardo Alidori
, Pavel Zaykov
:
Invited: Neuromorphic Vision Modalities in the NimbleAI 3D Chip. DAC 2024: 358:1-358:4 - [c107]Luis A. Camuñas-Mesa, Teresa Serrano-Gotarredona, Bernabé Linares-Barranco:
Mismatch calibration strategy for query-driven AER read-out in a memristor-CMOS neuromorphic chip. ISCAS 2024: 1-5 - [c106]Alberto Patiño-Saucedo, Roy Meijer, Paul Detterer, Amirreza Yousefzadeh
, Laura Garrido-Regife, Bernabé Linares-Barranco, Manolis Sifalakis:
Co-optimized training of models with synaptic delays for digital neuromorphic accelerators. ISCAS 2024: 1-5 - [c105]Mostafa Shooshtari, Manuel Jiménez Través, Saeideh Pahlavan, Teresa Serrano-Gotarredona, Bernabé Linares-Barranco:
Applying Hodgkin-Huxley Neuron Model for Perovskite Memristor in Circuit Simulation. MetroXRAINE 2024: 1077-1082 - [i14]Alberto Patiño-Saucedo, Roy Meijer, Amirreza Yousefzadeh
, Manil Dev Gomony
, Federico Corradi
, Paul Detterer, Laura Garrido-Regife, Bernabé Linares-Barranco, Manolis Sifalakis:
Hardware-aware training of models with synaptic delays for digital event-driven neuromorphic processors. CoRR abs/2404.10597 (2024) - [i13]Adnan Mehonic, Daniele Ielmini, Kaushik Roy, Onur Mutlu, Shahar Kvatinsky, Teresa Serrano-Gotarredona, Bernabé Linares-Barranco, Sabina Spiga
, Sergey Savelev, Alexander G. Balanov, Nitin Chawla, Giuseppe Desoli, Gerardo Malavena, Christian Monzio Compagnoni, Zhongrui Wang, J. Joshua Yang, Syed Ghazi Sarwat, Abu Sebastian, Thomas Mikolajick, Beatriz Noheda, Stefan Slesazeck, Bernard Dieny, Tuo-Hung Hou, Akhil Varri, Frank Brückerhoff-Plückelmann, Wolfram H. P. Pernice, Xixiang Zhang, Sebastian Pazos, Mario Lanza, Stefan Wiefels, Regina Dittmann, Wing H. Ng, Mark Buckwell, Horatio Cox, Daniel J. Mannion, Anthony J. Kenyon, Yingming Lu, Yuchao Yang, Damien Querlioz, Louis Hutin, Elisa Vianello, Sayeed Shafayet Chowdhury, Piergiulio Mannocci, Yimao Cai, Zhong Sun, Giacomo Pedretti, John Paul Strachan, Dmitri B. Strukov, Manuel Le Gallo, Stefano Ambrogio, Ilia Valov, Rainer Waser:
Roadmap to Neuromorphic Computing with Emerging Technologies. CoRR abs/2407.02353 (2024) - 2023
- [j64]Morteza Gholami, Gholamreza Karimi
, Bernabé Linares-Barranco
:
Hardware-Efficient Design and Implementation of a Spiking Neural Model With Noisy Astrocyte. IEEE Access 11: 100180-100194 (2023) - [j63]Amélie Gruel
, Dalia Hareb, Antoine Grimaldi
, Jean Martinet
, Laurent Perrinet
, Bernabé Linares-Barranco
, Teresa Serrano-Gotarredona
:
Stakes of neuromorphic foveation: a promising future for embedded event cameras. Biol. Cybern. 117(4): 389-406 (2023) - [j62]Maria J. Avedillo
, Manuel Jiménez Través
, Corentin Delacour
, Aida Todri-Sanial
, Bernabé Linares-Barranco
, Juan Núñez
:
Operating Coupled VO₂-Based Oscillators for Solving Ising Models. IEEE J. Emerg. Sel. Topics Circuits Syst. 13(4): 901-913 (2023) - [j61]Jafar Shamsi
, Maria José Avedillo
, Bernabé Linares-Barranco
, Teresa Serrano-Gotarredona
:
Effect of Device Mismatches in Differential Oscillatory Neural Networks. IEEE Trans. Circuits Syst. I Regul. Pap. 70(2): 872-883 (2023) - [j60]Shuangming Yang
, Jiangtong Tan, Tao Lei
, Bernabé Linares-Barranco:
Smart Traffic Navigation System for Fault-Tolerant Edge Computing of Internet of Vehicle in Intelligent Transportation Gateway. IEEE Trans. Intell. Transp. Syst. 24(11): 13011-13022 (2023) - [c104]Ivan Diez-de-los-Rios
, John Wesley Ephraim, Gemma Palazzolo, Teresa Serrano-Gotarredona, Gabriella Panuccio, Bernabé Linares-Barranco:
A Memristor-Inspired Computation for Epileptiform Signals in Spheroids. AICAS 2023: 1-5 - [c103]Xabier Iturbe, Nassim Abderrahmane, Jaume Abella
, Sergi Alcaide
, Eric Beyne, Henri-Pierre Charles, Christelle Charpin-Nicolle, Lars Chittka, Angélica Dávila, Arne Erdmann, Carles Estrada, Ander Fernández, Anna Fontanelli, José Flich
, Gianluca Furano, Alejandro Hernán Gloriani, Erik Isusquiza, Radu Grosu, Carles Hernández, Daniele Ielmini, David Jackson, Maha Kooli, Nicola Lepri, Bernabé Linares-Barranco, Jean-Loup Lachese, Eric Laurent, Menno Lindwer, Frank Linsenmaier, Mikel Luján, Karel Masarík, Nele Mentens
, Orlando Moreira, Chinmay Nawghane, Luca Peres
, Jean-Philippe Noel, Arash Pourtaherian, Christoph Posch
, Peter Priller
, Zdenek Prikryl, Felix Resch, Oliver Rhodes, Todor P. Stefanov, Moritz Storring, Michele Taliercio, Rafael Tornero
, Marcel D. van de Burgwal, Geert Van der Plas, Elisa Vianello, Pavel Zaykov:
NimbleAI: Towards Neuromorphic Sensing-Processing 3D-integrated Chips. DATE 2023: 1-6 - [c102]Isabel Ortíz-Ramírez, Luis A. Camuñas-Mesa, Bernabé Linares-Barranco, Teresa Serrano-Gotarredona:
Study of foveation mechanisms in Dynamic Vision Sensors. DCIS 2023: 1-6 - [c101]Sotirios N. Aspragkathos, Evangelos Ntouros, George C. Karras, Bernabé Linares-Barranco, Teresa Serrano-Gotarredona, Kostas J. Kyriakopoulos:
An Event-Based Tracking Control Framework for Multirotor Aerial Vehicles Using a Dynamic Vision Sensor and Neuromorphic Hardware. IROS 2023: 6349-6355 - [c100]Ivan Diez-de-los-Rios
, Luis A. Camuñas-Mesa, Elisa Vianello, Carlo Reita, Teresa Serrano-Gotarredona, Bernabé Linares-Barranco:
A multi-core memristor chip for Stochastic Binary STDP. ISCAS 2023: 1-5 - [c99]Alberto Patiño-Saucedo
, Amirreza Yousefzadeh, Guangzhi Tang
, Federico Corradi
, Bernabé Linares-Barranco, Manolis Sifalakis
:
Empirical study on the efficiency of Spiking Neural Networks with axonal delays, and algorithm-hardware benchmarking. ISCAS 2023: 1-5 - [c98]Amélie Gruel
, Jean Martinet, Bernabé Linares-Barranco, Teresa Serrano-Gotarredona:
Performance comparison of DVS data spatial downscaling methods using Spiking Neural Networks. WACV 2023: 6483-6491 - [i12]Hamid Reza Erfani Jazi, Luis A. Camuñas-Mesa, Elisa Vianello, Teresa Serrano-Gotarredona, Bernabé Linares-Barranco:
A Fully Digital Relaxation-Aware Analog Programming Technique for HfOx RRAM Arrays. CoRR abs/2301.08516 (2023) - [i11]Iván Díez de los Ríos, John Wesley Ephraim, Gemma Palazzolo, Teresa Serrano-Gotarredona, Gabriella Panuccio, Bernabé Linares-Barranco:
A Memristor-Inspired Computation for Epileptiform Signals in Spheroids. CoRR abs/2307.04607 (2023) - [i10]Alberto Patiño-Saucedo, Amirreza Yousefzadeh, Guangzhi Tang, Federico Corradi, Bernabé Linares-Barranco, Manolis Sifalakis:
Empirical study on the efficiency of Spiking Neural Networks with axonal delays, and algorithm-hardware benchmarking. CoRR abs/2309.05345 (2023) - 2022
- [j59]Luis A. Camuñas-Mesa
, Elisa Vianello
, Carlo Reita, Teresa Serrano-Gotarredona
, Bernabé Linares-Barranco
:
A CMOL-Like Memristor-CMOS Neuromorphic Chip-Core Demonstrating Stochastic Binary STDP. IEEE J. Emerg. Sel. Topics Circuits Syst. 12(4): 898-912 (2022) - [j58]Corey Lammie
, Wei Xiang
, Bernabé Linares-Barranco, Mostafa Rahimi Azghadi:
MemTorch: An Open-source Simulation Framework for Memristive Deep Learning Systems. Neurocomputing 485: 124-133 (2022) - [j57]Dennis V. Christensen
, Regina Dittmann, Bernabé Linares-Barranco, Abu Sebastian
, Manuel Le Gallo
, Andrea Redaelli
, Stefan Slesazeck
, Thomas Mikolajick
, Sabina Spiga
, Stephan Menzel, Ilia Valov
, Gianluca Milano
, Carlo Ricciardi
, Shi-Jun Liang
, Feng Miao
, Mario Lanza
, Tyler J. Quill, Scott T. Keene
, Alberto Salleo, Julie Grollier, Danijela Markovic, Alice Mizrahi
, Peng Yao, J. Joshua Yang
, Giacomo Indiveri
, John Paul Strachan
, Suman Datta, Elisa Vianello
, Alexandre Valentian, Johannes Feldmann, Xuan Li, Wolfram H. P. Pernice, Harish Bhaskaran, Steve B. Furber, Emre Neftci, Franz Scherr, Wolfgang Maass, Srikanth Ramaswamy
, Jonathan Tapson, Priyadarshini Panda, Youngeun Kim, Gouhei Tanaka, Simon Thorpe, Chiara Bartolozzi, Thomas A. Cleland, Christoph Posch
, Shih-Chii Liu
, Gabriella Panuccio
, Mufti Mahmud
, Arnab Neelim Mazumder, Morteza Hosseini, Tinoosh Mohsenin, Elisa Donati
, Silvia Tolu
, Roberto Galeazzi
, Martin Ejsing Christensen, Sune Holm, Daniele Ielmini
, N. Pryds
:
2022 roadmap on neuromorphic computing and engineering. Neuromorph. Comput. Eng. 2(2): 22501 (2022) - [j56]Ajay Vasudevan, Pablo Negri
, Camila Di Ielsi, Bernabé Linares-Barranco, Teresa Serrano-Gotarredona:
SL-Animals-DVS: event-driven sign language animals dataset. Pattern Anal. Appl. 25(3): 505-520 (2022) - [j55]Aida Todri-Sanial
, Stefania Carapezzi
, Corentin Delacour
, Madeleine Abernot, Thierry Gil
, Elisabetta Corti, Siegfried F. Karg
, Juan Núñez
, Manuel Jiménez Través
, Maria J. Avedillo
, Bernabé Linares-Barranco
:
How Frequency Injection Locking Can Train Oscillatory Neural Networks to Compute in Phase. IEEE Trans. Neural Networks Learn. Syst. 33(5): 1996-2009 (2022) - [j54]Ehsan Rahiminejad
, Fatemeh Azad
, Adel Parvizi-Fard, Mahmood Amiri
, Bernabé Linares-Barranco
:
A Neuromorphic CMOS Circuit With Self-Repairing Capability. IEEE Trans. Neural Networks Learn. Syst. 33(5): 2246-2258 (2022) - [j53]Shuangming Yang
, Jiang Wang, Bin Deng, Mostafa Rahimi Azghadi
, Bernabé Linares-Barranco
:
Neuromorphic Context-Dependent Learning Framework With Fault-Tolerant Spike Routing. IEEE Trans. Neural Networks Learn. Syst. 33(12): 7126-7140 (2022) - [c97]Teresa Serrano-Gotarredona, Farnaz Faramarzi, Bernabé Linares-Barranco:
Electronically Foveated Dynamic Vision Sensor. COINS 2022: 1-5 - [c96]Theofilos Spyrou, Sarah A. El-Sayed, Engin Afacan, Luis A. Camuñas-Mesa, Bernabé Linares-Barranco, Haralampos-G. Stratigopoulos:
Reliability Analysis of a Spiking Neural Network Hardware Accelerator. DATE 2022: 370-375 - [c95]Manuel Jiménez Través
, Maria José Avedillo, Juan Núñez
, Bernabé Linares-Barranco:
Enhancing Storage Capabilities of Oscillatory Neural Networks as Associative Memory. DCIS 2022: 1-5 - [c94]Teresa Serrano-Gotarredona, Bernabé Linares-Barranco:
System Architectures for Electronically Foveated Dynamic Vision Sensor. DCIS 2022: 1-6 - [c93]Javad Ahmadi-Farsani, Saverio Ricci, Shahin Hashemkhani
, Daniele Ielmini, Bernabé Linares-Barranco, Teresa Serrano-Gotarredona:
A Hybrid Memristor/CMOS SNN for Implementing One-Shot Winner-Takes-All Training. ISCAS 2022: 210-214 - [c92]Amélie Gruel
, Jean Martinet, Teresa Serrano-Gotarredona, Bernabé Linares-Barranco:
Event Data Downscaling for Embedded Computer Vision. VISIGRAPP (4: VISAPP) 2022: 245-253 - [i9]Luis A. Camuñas-Mesa, Elisa Vianello, Carlo Reita, Teresa Serrano-Gotarredona, Bernabé Linares-Barranco:
A CMOL-Like Memristor-CMOS Neuromorphic Chip-Core Demonstrating Stochastic Binary STDP. CoRR abs/2209.06068 (2022) - [i8]Jafar Shamsi, Maria José Avedillo, Bernabé Linares-Barranco, Teresa Serrano-Gotarredona:
Effect of Device Mismatches in Differential Oscillatory Neural Networks. CoRR abs/2211.05497 (2022) - 2021
- [j52]Charanraj Mohan
, Luis A. Camuñas-Mesa
, José M. de la Rosa
, Elisa Vianello, Teresa Serrano-Gotarredona
, Bernabé Linares-Barranco
:
Neuromorphic Low-Power Inference on Memristive Crossbars With On-Chip Offset Calibration. IEEE Access 9: 38043-38061 (2021) - [j51]Seth Roffe, Himanshu Akolkar
, Alan D. George
, Bernabé Linares-Barranco
, Ryad Benosman
:
Neutron-Induced, Single-Event Effects on Neuromorphic Event-Based Vision Sensor: A First Step and Tools to Space Applications. IEEE Access 9: 85748-85763 (2021) - [j50]Juan Núñez
, José M. Quintana, Maria José Avedillo
, Manuel Jiménez Través
, Aida Todri-Sanial
, Elisabetta Corti
, Siegfried F. Karg
, Bernabé Linares-Barranco
:
Insights Into the Dynamics of Coupled VO2 Oscillators for ONNs. IEEE Trans. Circuits Syst. II Express Briefs 68(10): 3356-3360 (2021) - [c91]Hamid Reza Erfani Jazi
, Teresa Serrano-Gotarredona, Bernabé Linares-Barranco:
Novel programmable single pulse generator for producing pulse widths in different time scales. CBMI 2021: 1-6 - [c90]Gabriel Galeote-Checa, Gabriella Panuccio, Bernabé Linares-Barranco, Teresa Serrano-Gotarredona:
Baseline Features Extraction from Microelectrode Array Recordings in an in vitro model of Acute Seizures using Digital Signal Processing for Electronic Implementation. COINS 2021: 1-6 - [c89]Theofilos Spyrou, Sarah A. El-Sayed, Engin Afacan, Luis A. Camuñas-Mesa, Bernabé Linares-Barranco, Haralampos-G. Stratigopoulos:
Neuron Fault Tolerance in Spiking Neural Networks. DATE 2021: 743-748 - [c88]C. Mohan, Luis A. Camuñas-Mesa, José M. de la Rosa, Teresa Serrano-Gotarredona, Bernabé Linares-Barranco:
Implementation of Binary Stochastic STDP Learning Using Chalcogenide-Based Memristive Devices. ISCAS 2021: 1-5 - [c87]Javad Ahmadi-Farsani, Davide Caron, Gabriella Panuccio, Bernabé Linares-Barranco, Teresa Serrano-Gotarredona:
A Real-Time DSP-Based Biohybrid MEA System for Seizure Detection In Vitro. MeMeA 2021: 1-5 - [i7]C. Mohan, Luis A. Camuñas-Mesa, José M. de la Rosa, Teresa Serrano-Gotarredona, Bernabé Linares-Barranco:
Implementation of binary stochastic STDP learning using chalcogenide-based memristive devices. CoRR abs/2103.01271 (2021) - [i6]Charanraj Mohan, Luis A. Camuñas-Mesa, Elisa Vianello, Carlo Reita, José M. de la Rosa, Teresa Serrano-Gotarredona, Bernabé Linares-Barranco:
Experimental Body-input Three-stage DC offset Calibration Scheme for Memristive Crossbar. CoRR abs/2103.02651 (2021) - [i5]Dennis V. Christensen, Regina Dittmann, Bernabé Linares-Barranco, Abu Sebastian, Manuel Le Gallo, Andrea Redaelli, Stefan Slesazeck, Thomas Mikolajick, Sabina Spiga, Stephan Menzel, Ilia Valov, Gianluca Milano, Carlo Ricciardi, Shi-Jun Liang, Feng Miao, Mario Lanza, Tyler J. Quill
, Scott T. Keene, Alberto Salleo, Julie Grollier, Danijela Markovic, Alice Mizrahi, Peng Yao, J. Joshua Yang, Giacomo Indiveri, John Paul Strachan, Suman Datta, Elisa Vianello, Alexandre Valentian, Johannes Feldmann, Xuan Li, Wolfram H. P. Pernice, Harish Bhaskaran, Emre Neftci, Srikanth Ramaswamy, Jonathan Tapson, Franz Scherr, Wolfgang Maass, Priyadarshini Panda, Youngeun Kim, Gouhei Tanaka, Simon Thorpe, Chiara Bartolozzi, Thomas A. Cleland, Christoph Posch, Shih-Chii Liu, Arnab Neelim Mazumder, Morteza Hosseini, Tinoosh Mohsenin, Elisa Donati, Silvia Tolu, Roberto Galeazzi, Martin Ejsing Christensen, Sune Holm, Daniele Ielmini, N. Pryds:
2021 Roadmap on Neuromorphic Computing and Engineering. CoRR abs/2105.05956 (2021) - 2020
- [j49]Alberto Patiño-Saucedo
, Horacio Rostro-González
, Teresa Serrano-Gotarredona, Bernabé Linares-Barranco
:
Event-driven implementation of deep spiking convolutional neural networks for supervised classification using the SpiNNaker neuromorphic platform. Neural Networks 121: 319-328 (2020) - [j48]Mostafa Rahimi Azghadi
, Corey Lammie
, Jason Kamran Eshraghian
, Melika Payvand
, Elisa Donati
, Bernabé Linares-Barranco
, Giacomo Indiveri
:
Hardware Implementation of Deep Network Accelerators Towards Healthcare and Biomedical Applications. IEEE Trans. Biomed. Circuits Syst. 14(6): 1138-1159 (2020) - [j47]Javad Ahmadi-Farsani
, Virginia Zúñiga-González
, Teresa Serrano-Gotarredona
, Bernabé Linares-Barranco
, José M. de la Rosa
:
Enhanced Linearity in FD-SOI CMOS Body-Input Analog Circuits - Application to Voltage-Controlled Ring Oscillators and Frequency-Based ΣΔ ADCs. IEEE Trans. Circuits Syst. 67-I(10): 3297-3308 (2020) - [c86]Luis A. Camuñas-Mesa, Bernabé Linares-Barranco, Teresa Serrano-Gotarredona:
Implementation of a tunable spiking neuron for STDP with memristors in FDSOI 28nm. AICAS 2020: 94-98 - [c85]Javad Ahmadi-Farsani, Bernabé Linares-Barranco, Teresa Serrano-Gotarredona:
A Current-Attenuator for Performing Read Operation in Memristor-Based Spiking Neural Networks. DCIS 2020: 1-4 - [c84]Jafar Shamsi
, Maria José Avedillo, Bernabé Linares-Barranco, Teresa Serrano-Gotarredona:
Oscillatory Hebbian Rule (OHR): An adaption of the Hebbian rule to Oscillatory Neural Networks. DCIS 2020: 1-6 - [c83]Ajay Vasudevan, Pablo Negri
, Bernabé Linares-Barranco, Teresa Serrano-Gotarredona:
Introduction and Analysis of an Event-Based Sign Language Dataset. FG 2020: 675-682 - [c82]Javad Ahmadi-Farsani, Bernabé Linares-Barranco, Teresa Serrano-Gotarredona:
Auxiliary Pulse-Extender and Current-Attenuator Circuits for Flexible Interaction with Memristive Crossbars in SNNs. ICECS 2020: 1-4 - [c81]Virginia Zúñiga-González
, Luis A. Camuñas-Mesa, Bernabé Linares-Barranco, Teresa Serrano-Gotarredona, José M. de la Rosa:
Using Neural Networks for Optimum band selection in Cognitive-Radio Systems. ICECS 2020: 1-4 - [c80]Sarah A. El-Sayed, Theofilos Spyrou, Antonios Pavlidis, Engin Afacan, Luis A. Camuñas-Mesa, Bernabé Linares-Barranco, Haralampos-G. D. Stratigopoulos:
Spiking Neuron Hardware-Level Fault Modeling. IOLTS 2020: 1-4 - [c79]Tobi Delbrück, Ibrahim Abe M. Elfadel, Shahzad Muzaffar, Germain Haessig, Bo Wang
, Amine Bermak, Rui Graca, Luis A. Camuñas-Mesa, Bathiya Senevirathna, Pamela Abshire, Bernabé Linares-Barranco, Saeed Afshar, Shih-Chii Liu, Runchun Mark Wang, Piotr Dudek, Stephen J. Carey, José M. de la Rosa, Marc Dandin, Sheung Lu, Vincent Frick, Teresa Serrano-Gotarredona, Paula López, Melika Payvand, Advait Madhavan, Eric R. Fossum, Juan Camilo Vasquez Tieck, Ian Williams, Yan Liu, Timothy G. Constandinou, Alexander Serb, Ricardo Carmona-Galán, Robert Nawrocki, Walter D. Leon-Salas:
Lessons Learned the Hard Way. ISCAS 2020: 1-18 - [c78]Charanraj Mohan
, Luis A. Camuñas-Mesa, Elisa Vianello, Carlo Reita, José M. de la Rosa, Teresa Serrano-Gotarredona, Bernabé Linares-Barranco:
Experimental Body-Input Three-Stage DC Offset Calibration Scheme for Memristive Crossbar. ISCAS 2020: 1-5 - [i4]Corey Lammie
, Wei Xiang, Bernabé Linares-Barranco, Mostafa Rahimi Azghadi:
MemTorch: An Open-source Simulation Framework for Memristive Deep Learning Systems. CoRR abs/2004.10971 (2020) - [i3]Mostafa Rahimi Azghadi, Corey Lammie
, Jason Kamran Eshraghian, Melika Payvand, Elisa Donati, Bernabé Linares-Barranco, Giacomo Indiveri:
Hardware Implementation of Deep Network Accelerators Towards Healthcare and Biomedical Applications. CoRR abs/2007.05657 (2020)
2010 – 2019
- 2019
- [j46]Amirreza Yousefzadeh, Teresa Serrano-Gotarredona
, Bernabé Linares-Barranco
, Mina A. Khoei, Sahar Hosseini
, Priscila C. Holanda, Sam Leroux, Orlando Moreira, Jonathan Tapson, Bart Dhoedt, Pieter Simoens
:
Asynchronous Spiking Neurons, the Natural Key to Exploit Temporal Sparsity. IEEE J. Emerg. Sel. Topics Circuits Syst. 9(4): 668-678 (2019) - [j45]Sajad Haghzad Klidbary
, Saeed Bagheri Shouraki, Bernabé Linares-Barranco:
Digital hardware realization of a novel adaptive ink drop spread operator and its application in modeling and classification and on-chip training. Int. J. Mach. Learn. Cybern. 10(9): 2541-2561 (2019) - [c77]Amirreza Yousefzadeh, Sahar Hosseini, Priscila C. Holanda, Sam Leroux, Thilo Werner, Teresa Serrano-Gotarredona, Bernabé Linares-Barranco, Bart Dhoedt, Pieter Simoens
:
Conversion of Synchronous Artificial Neural Network to Asynchronous Spiking Neural Network using sigma-delta quantization. AICAS 2019: 81-85 - [c76]Ajay Vasudevan
, Teresa Serrano-Gotarredona, Bernabé Linares-Barranco:
Learning weights with STDP to build prototype images for classification. DTIS 2019: 1-5 - [c75]Luis A. Camuñas-Mesa, Bernabé Linares-Barranco, Teresa Serrano-Gotarredona:
Low-power hardware implementation of SNN with decision block for recognition tasks. ICECS 2019: 73-76 - [c74]Javad Ahmadi-Farsani, Bernabé Linares-Barranco, Teresa Serrano-Gotarredona:
Digital-Signal-Processor Realization of Izhikevich Neural Network for Real-Time Interaction with Electrophysiology Experiments. ICECS 2019: 899-902 - [c73]Charanraj Mohan
, José M. de la Rosa, Elisa Vianello, Luca Perniola, Carlo Reita, Bernabé Linares-Barranco, Teresa Serrano-Gotarredona:
A Current Attenuator for Efficient Memristive Crossbars Read-Out. ISCAS 2019: 1-5 - [c72]Sarah A. El-Sayed, Luis A. Camuñas-Mesa, Bernabé Linares-Barranco, Haralampos-G. D. Stratigopoulos:
Self-Testing Analog Spiking Neuron Circuit. SMACD 2019: 81-84 - [p1]Teresa Serrano-Gotarredona, Timothée Masquelier
, Bernabé Linares-Barranco:
Spike-Timing-Dependent-Plasticity with Memristors. Handbook of Memristor Networks 2019: 429-467 - 2018
- [j44]Elahe Rahimian, Soheil Zabihi, Mahmood Amiri, Bernabé Linares-Barranco
:
Digital Implementation of the Two-Compartmental Pinsky-Rinzel Pyramidal Neuron Model. IEEE Trans. Biomed. Circuits Syst. 12(1): 47-57 (2018) - [j43]Amirreza Yousefzadeh
, Garrick Orchard
, Teresa Serrano-Gotarredona
, Bernabé Linares-Barranco
:
Active Perception With Dynamic Vision Sensors. Minimum Saccades With Optimum Recognition. IEEE Trans. Biomed. Circuits Syst. 12(4): 927-939 (2018) - [j42]Luis A. Camuñas-Mesa
, Teresa Serrano-Gotarredona
, Sio-Hoi Ieng
, Ryad Benosman
, Bernabé Linares-Barranco
:
Event-Driven Stereo Visual Tracking Algorithm to Solve Object Occlusion. IEEE Trans. Neural Networks Learn. Syst. 29(9): 4223-4237 (2018) - [c71]Sahar Hoseini, Bernabé Linares-Barranco:
Real-Time Temporal Frequency Detection in FPGA Using Event-Based Vision Sensor. ICCP 2018: 271-278 - [c70]Pablo Negri
, Miguel Soto, Bernabé Linares-Barranco, Teresa Serrano-Gotarredona:
Scene Context Classification with Event-Driven Spiking Deep Neural Networks. ICECS 2018: 569-572 - [c69]Luis A. Camuñas-Mesa, Y. Domínguez-Cordero, Teresa Serrano-Gotarredona, Bernabé Linares-Barranco:
Event-Driven Configurable Module with Refractory Mechanism for ConvNets on FPGA. ISCAS 2018: 1-5 - [c68]Miguel Soto, Teresa Serrano-Gotarredona, Bernabé Linares-Barranco:
An Intrinsic Method for Fast Parameter Update on the SpiNNaker Platform. ISCAS 2018: 1-5 - [c67]Amirreza Yousefzadeh, Garrick Orchard, Evangelos Stromatias, Teresa Serrano-Gotarredona, Bernabé Linares-Barranco:
Hybrid Neural Network, An Efficient Low-Power Digital Hardware Implementation of Event-based Artificial Neural Network. ISCAS 2018: 1-5 - [c66]Amirreza Yousefzadeh, Mikel Soto, Teresa Serrano-Gotarredona, Francesco Galluppi
, Luis A. Plana
, Steve B. Furber, Bernabé Linares-Barranco:
Performance Comparison of Time-Step-Driven versus Event-Driven Neural State Update Approaches in SpiNNaker. ISCAS 2018: 1-4 - 2017
- [j41]Mostafa Rahimi Azghadi
, Bernabé Linares-Barranco, Derek Abbott, Philip Heng Wai Leong
:
A Hybrid CMOS-Memristor Neuromorphic Synapse. IEEE Trans. Biomed. Circuits Syst. 11(2): 434-445 (2017) - [j40]Amirreza Yousefzadeh, Miroslaw Jablonski, Taras Iakymchuk, Alejandro Linares-Barranco
, Alfredo Rosado
, Luis A. Plana, Steve Temple, Teresa Serrano-Gotarredona, Steve B. Furber, Bernabé Linares-Barranco:
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. IEEE Trans. Biomed. Circuits Syst. 11(5): 1133-1147 (2017) - [c65]Pablo Negri
, Teresa Serrano-Gotarredona
, Bernabé Linares-Barranco:
Spiking Hough for Shape Recognition. CIARP 2017: 425-432 - [c64]Amirreza Yousefzadeh, Miroslaw Jablonski
, Taras Iakymchuk, Alejandro Linares-Barranco
, Alfredo Rosado Muñoz
, Luis A. Plana
, Teresa Serrano-Gotarredona
, Steve B. Furber
, Bernabé Linares-Barranco:
Live demonstration: Multiplexing AER asynchronous channels over LVDS links with flow-control and clock-correction for scalable neuromorphic systems. ISCAS 2017: 1 - [c63]Amirreza Yousefzadeh, Miroslaw Jablonski
, Taras Iakymchuk, Alejandro Linares-Barranco
, Alfredo Rosado Muñoz
, Luis A. Plana
, Teresa Serrano-Gotarredona
, Stephen B. Furber
, Bernabé Linares-Barranco:
Multiplexing AER asynchronous channels over LVDS links with flow-control and clock-correction for scalable neuromorphic systems. ISCAS 2017: 1-4 - [c62]Amirreza Yousefzadeh, Timothée Masquelier
, Teresa Serrano-Gotarredona
, Bernabé Linares-Barranco:
Live demonstration: Hardware implementation of convolutional STDP for on-line visual feature learning. ISCAS 2017: 1 - [c61]Amirreza Yousefzadeh, Timothée Masquelier
, Teresa Serrano-Gotarredona
, Bernabé Linares-Barranco:
Hardware implementation of convolutional STDP for on-line visual feature learning. ISCAS 2017: 1-4 - 2016
- [j39]Amirreza Yousefzadeh, Luis A. Plana
, Steve Temple, Teresa Serrano-Gotarredona, Steve B. Furber, Bernabé Linares-Barranco:
Fast Predictive Handshaking in Synchronous FPGAs for Fully Asynchronous Multisymbol Chip Links: Application to SpiNNaker 2-of-7 Links. IEEE Trans. Circuits Syst. II Express Briefs 63-II(8): 763-767 (2016) - 2015
- [j38]Bo Zhao, Ruoxi Ding, Shoushun Chen, Bernabé Linares-Barranco
, Huajin Tang:
Feedforward Categorization on AER Motion Events Using Cortex-Like Features in a Spiking Neural Network. IEEE Trans. Neural Networks Learn. Syst. 26(9): 1963-1978 (2015) - [c60]Miroslaw Jablonski, Teresa Serrano-Gotarredona
, Bernabé Linares-Barranco:
High-speed serial interfaces for event-driven neuromorphic systems. EBCCSP 2015: 1-4 - [c59]Amirreza Yousefzadeh, Teresa Serrano-Gotarredona
, Bernabé Linares-Barranco:
Fast Pipeline 128×128 pixel spiking convolution core for event-driven vision processing in FPGAs. EBCCSP 2015: 1-8 - [c58]Teresa Serrano-Gotarredona
, Bernabé Linares-Barranco, Francesco Galluppi
, Luis A. Plana
, Stephen B. Furber
:
ConvNets experiments on SpiNNaker. ISCAS 2015: 2405-2408 - 2014
- [j37]Mohammad Bavandpour, Saeed Bagheri Shouraki, Hamid Soleimani, Arash Ahmadi
, Bernabé Linares-Barranco
:
Spiking neuro-fuzzy clustering system and its memristor crossbar based implementation. Microelectron. J. 45(11): 1450-1462 (2014) - [j36]Christoph Posch
, Teresa Serrano-Gotarredona
, Bernabé Linares-Barranco
, Tobi Delbrück:
Retinomorphic Event-Based Vision Sensors: Bioinspired Cameras With Spiking Output. Proc. IEEE 102(10): 1470-1484 (2014) - [c57]Luis A. Camuñas-Mesa
, Teresa Serrano-Gotarredona
, Bernabé Linares-Barranco
:
Live demonstration: Event-driven sensing and processing for high-speed robotic vision. BioCAS 2014: 183 - [c56]Luis A. Camuñas-Mesa
, Teresa Serrano-Gotarredona
, Bernabé Linares-Barranco
:
Event-driven sensing and processing for high-speed robotic vision. BioCAS 2014: 516-519 - [c55]Luis A. Camuñas-Mesa
, Teresa Serrano-Gotarredona
, Bernabé Linares-Barranco
, Sio-Hoi Ieng, Ryad Benosman:
Event-driven stereo vision with orientation filters. ISCAS 2014: 257-260 - [c54]