Hardware implementation of convolutional STDP for on-line visual feature learning A Yousefzadeh, T Masquelier, T Serrano-Gotarredona, ... 2017 IEEE International Symposium on Circuits and Systems (ISCAS), 1-4, 2017 | 27 | 2017 |
On practical issues for stochastic STDP hardware with 1-bit synaptic weights A Yousefzadeh, E Stromatias, M Soto, T Serrano-Gotarredona, ... Frontiers in neuroscience 12, 665, 2018 | 23 | 2018 |
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 … A Yousefzadeh, M Jabłoński, T Iakymchuk, A Linares-Barranco, A Rosado, ... IEEE transactions on biomedical circuits and systems 11 (5), 1133-1147, 2017 | 23 | 2017 |
Fast pipeline 128× 128 pixel spiking convolution core for event-driven vision processing in FPGAs A Yousefzadeh, T Serrano-Gotarredona, B Linares-Barranco 2015 International Conference on Event-based Control, Communication, and …, 2015 | 12 | 2015 |
Fast predictive handshaking in synchronous FPGAs for fully asynchronous multisymbol chip links: Application to SpiNNaker 2-of-7 links A Yousefzadeh, LA Plana, S Temple, T Serrano-Gotarredona, SB Furber, ... IEEE Transactions on Circuits and Systems II: Express Briefs 63 (8), 763-767, 2016 | 10 | 2016 |
Conversion of synchronous artificial neural network to asynchronous spiking neural network using sigma-delta quantization A Yousefzadeh, S Hosseini, P Holanda, S Leroux, T Werner, ... 2019 IEEE International Conference on Artificial Intelligence Circuits and …, 2019 | 8 | 2019 |
Asynchronous spiking neurons, the natural key to exploit temporal sparsity A Yousefzadeh, MA Khoei, S Hosseini, P Holanda, S Leroux, O Moreira, ... IEEE Journal on Emerging and Selected Topics in Circuits and Systems 9 (4 …, 2019 | 6 | 2019 |
Active perception with dynamic vision sensors. minimum saccades with optimum recognition A Yousefzadeh, G Orchard, T Serrano-Gotarredona, B Linares-Barranco IEEE transactions on biomedical circuits and systems 12 (4), 927-939, 2018 | 6 | 2018 |
Hybrid neural network, an efficient low-power digital hardware implementation of event-based artificial neural network A Yousefzadeh, G Orchard, E Stromatias, T Serrano-Gotarredona, ... 2018 IEEE International Symposium on Circuits and Systems (ISCAS), 1-5, 2018 | 6 | 2018 |
SpArNet: Sparse Asynchronous Neural Network execution for energy efficient inference MA Khoei, A Yousefzadeh, A Pourtaherian, O Moreira, J Tapson 2020 2nd IEEE International Conference on Artificial Intelligence Circuits …, 2020 | 3 | 2020 |
NeuronFlow: A Hybrid Neuromorphic–Dataflow Processor Architecture for AI Workloads O Moreira, A Yousefzadeh, F Chersi, A Kapoor, RJ Zwartenkot, P Qiao, ... 2020 2nd IEEE International Conference on Artificial Intelligence Circuits …, 2020 | 2 | 2020 |
Performance comparison of time-step-driven versus event-driven neural state update approaches in spinnaker A Yousefzadeh, M Soto, T Serrano-Gotarredona, F Galluppi, L Plana, ... 2018 IEEE International Symposium on Circuits and Systems (ISCAS), 1-4, 2018 | 2 | 2018 |
Unsupervised learning of repeating patterns using a novel stdp based algorithm S Thorpe, A Yousefzadeh, J Martin, T Masquelier Journal of Vision 17 (10), 1079-1079, 2017 | 2 | 2017 |
Multiplexing AER asynchronous channels over LVDS links with flow-control and clock-correction for scalable neuromorphic systems A Yousefzadeh, M Jabłoński, T Iakymchuk, A Linares-Barranco, A Rosado, ... 2017 IEEE International Symposium on Circuits and Systems (ISCAS), 1-4, 2017 | 2 | 2017 |
Passive localization and detection of quadcopter UAVs by using dynamic vision sensor S Hoseini, G Orchard, A Yousefzadeh, B Deverakonda, ... 2017 5th Iranian Joint Congress on Fuzzy and Intelligent Systems (CFIS), 81-85, 2017 | 2 | 2017 |
Digital design for neuromorphic bio-inspired vision processing A Yousefzadeh | 1 | 2018 |
Neuromorphic processing system and method of operating the same (connection sharing) A Yousefzadeh, O Moreira, P QIAO WO Patent App. https://patents.google.com/patent/WO2020193690A1/, 2020 | | 2020 |
Neuromorphic processor and neuromorphic processing method (event-based leakage) A Yousefzadeh, O Moreira, G Cinserin EP Patent App. https://patents.google.com/patent/EP3716153A1, 2020 | | 2020 |
NeuronFlow: a neuromorphic processor architecture for Live AI applications O Moreira, A Yousefzadeh, F Chersi, G Cinserin, RJ Zwartenkot, A Kapoor, ... 2020 Design, Automation & Test in Europe Conference & Exhibition (DATE), 840-845, 2020 | | 2020 |
Method, Digital Electronic Circuit and System for Unsupervised Detection of Repeating Patterns in a Series of Events S Thorpe, T Masquelier, J Martin, AR Yousefzadeh, B Linares-barranco US Patent App. 16/417,218, 2019 | | 2019 |