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Amirreza Yousefzadeh
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2020 – today
- 2023
- [c15]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 - [c14]Guangzhi Tang, Ali Safa, Kevin Shidqi, Paul Detterer, Stefano Traferro, Mario Konijnenburg, Manolis Sifalakis, Gert-Jan van Schaik, Amirreza Yousefzadeh:
Open the box of digital neuromorphic processor: Towards effective algorithm-hardware co-design. ISCAS 2023: 1-5 - [i4]Guangzhi Tang, Ali Safa, Kevin Shidqi, Paul Detterer, Stefano Traferro, Mario Konijnenburg, Manolis Sifalakis, Gert-Jan van Schaik, Amirreza Yousefzadeh:
Open the box of digital neuromorphic processor: Towards effective algorithm-hardware co-design. CoRR abs/2303.15224 (2023) - [i3]Jason Yik, Soikat Hasan Ahmed, Zergham Ahmed, Brian Anderson, Andreas G. Andreou, Chiara Bartolozzi, Arindam Basu, Douwe den Blanken, Petrut Bogdan, Sander M. Bohté, Younes Bouhadjar, Sonia M. Buckley, Gert Cauwenberghs, Federico Corradi, Guido de Croon, Andreea Danielescu, Anurag Reddy Daram, Mike Davies, Yigit Demirag, Jason Eshraghian, Jeremy Forest, Steve B. Furber, Michael Furlong, Aditya Gilra, Giacomo Indiveri, Siddharth Joshi, Vedant Karia, Lyes Khacef, James C. Knight, Laura Kriener, Rajkumar Kubendran, Dhireesha Kudithipudi, Gregor Lenz, Rajit Manohar, Christian Mayr, Konstantinos P. Michmizos, Dylan R. Muir, Emre Neftci, Thomas Nowotny, Fabrizio Ottati, Ayça Özcelikkale, Noah Pacik-Nelson, Priyadarshini Panda, Pao-Sheng Sun, Melika Payvand, Christian Pehle, Mihai A. Petrovici, Christoph Posch, Alpha Renner, Yulia Sandamirskaya, Clemens JS Schaefer, André van Schaik, Johannes Schemmel, Catherine D. Schuman, Jae-sun Seo, Sumit Bam Shrestha, Manolis Sifalakis, Amos Sironi, Kenneth Michael Stewart, Terrence C. Stewart, Philipp Stratmann, Guangzhi Tang, Jonathan Timcheck, Marian Verhelst, Craig M. Vineyard, Bernhard Vogginger, Amirreza Yousefzadeh, Biyan Zhou, Fatima Tuz Zohora, Charlotte Frenkel, Vijay Janapa Reddi:
NeuroBench: Advancing Neuromorphic Computing through Collaborative, Fair and Representative Benchmarking. CoRR abs/2304.04640 (2023) - [i2]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
- [j5]Amirreza Yousefzadeh, Jan Stuijt, Martijn Hijdra, Hsiao-Hsuan Liu, Anteneh Gebregiorgis, Abhairaj Singh, Said Hamdioui, Francky Catthoor:
Energy-efficient In-Memory Address Calculation. ACM Trans. Archit. Code Optim. 19(4): 52:1-52:16 (2022) - [c13]Amirreza Yousefzadeh, Gert-Jan van Schaik, Mohammad Tahghighi, Paul Detterer, Stefano Traferro, Martijn Hijdra, Jan Stuijt, Federico Corradi, Manolis Sifalakis, Mario Konijnenburg:
SENeCA: Scalable Energy-efficient Neuromorphic Computer Architecture. AICAS 2022: 371-374 - [c12]Amirreza Yousefzadeh, Manolis Sifalakis:
Delta Activation Layer exploits temporal sparsity for efficient embedded video processing. IJCNN 2022: 1-10 - 2021
- [i1]Amirreza Yousefzadeh, Manolis Sifalakis:
Training for temporal sparsity in deep neural networks, application in video processing. CoRR abs/2107.07305 (2021) - 2020
- [c11]Orlando Moreira, Amirreza Yousefzadeh, Fabian Chersi, Ajay Kapoor, Rik-Jan Zwartenkot, Peng Qiao, Gokturk Cinserin, Mina A. Khoei, Menno Lindwer, Jonathan Tapson:
NeuronFlow: A Hybrid Neuromorphic - Dataflow Processor Architecture for AI Workloads. AICAS 2020: 1-5 - [c10]Mina A. Khoei, Amirreza Yousefzadeh, Arash Pourtaherian, Orlando Moreira, Jonathan Tapson:
SpArNet: Sparse Asynchronous Neural Network execution for energy efficient inference. AICAS 2020: 256-260 - [c9]Orlando Moreira, Amirreza Yousefzadeh, Fabian Chersi, Gokturk Cinserin, Rik-Jan Zwartenkot, Ajay Kapoor, Peng Qiao, Peter Kievits, Mina A. Khoei, Louis Rouillard, Aimee Ferouge, Jonathan Tapson, Ashoka Visweswara:
NeuronFlow: a neuromorphic processor architecture for Live AI applications. DATE 2020: 840-845
2010 – 2019
- 2019
- [j4]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) - [c8]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 - 2018
- [j3]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) - [c7]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 - [c6]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
- [j2]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) - [c5]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 - [c4]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 - [c3]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 - [c2]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
- [j1]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
- [c1]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
Coauthor Index
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