Amirreza Yousefzadeh

According to our database, Amirreza Yousefzadeh authored at least 32 papers between 2015 and 2024.

Collaborative distances:

• Dijkstra number of three.
• Erdős number of three.

2024

Multidie 3-D Stacking of Memory Dominated Neuromorphic Architectures.

Leandro Mateus Giacomini Rocha, Refik Bilgic, Mohamed Naeim, Sudipta Das, Herman Oprins, Amirreza Yousefzadeh, Mario Konijnenburg, Dragomir Milojevic, James Myers, Julien Ryckaert, Dwaipayan Biswas

IEEE Trans. Very Large Scale Integr. Syst., November, 2024

Overcoming the Limitations of Layer Synchronization in Spiking Neural Networks.

Roel Koopman, Amirreza Yousefzadeh, Mahyar Shahsavari, Guangzhi Tang, Manolis Sifalakis

CoRR, 2024

Event-based Optical Flow on Neuromorphic Processor: ANN vs. SNN Comparison based on Activation Sparsification.

Yingfu Xu, Guangzhi Tang, Amirreza Yousefzadeh, Guido de Croon, Manolis Sifalakis

CoRR, 2024

EON-1: A Brain-Inspired Processor for Near-Sensor Extreme Edge Online Feature Extraction.

Alexandra F. Dobrita, Amirreza Yousefzadeh, Simon Thorpe, Kanishkan Vadivel, Paul Detterer, Guangzhi Tang, Gert-Jan van Schaik, Mario Konijnenburg, Anteneh Gebregiorgis, Said Hamdioui, Manolis Sifalakis

CoRR, 2024

Hardware-aware training of models with synaptic delays for digital event-driven neuromorphic processors.

Alberto Patiño-Saucedo, Roy Meijer, Amirreza Yousefzadeh, Manil Dev Gomony, Federico Corradi, Paul Detterer, Laura Garrido-Regife, Bernabé Linares-Barranco, Manolis Sifalakis

CoRR, 2024

Co-optimized training of models with synaptic delays for digital neuromorphic accelerators.

Alberto Patiño-Saucedo, Roy Meijer, Paul Detterer, Amirreza Yousefzadeh, Laura Garrido-Regife, Bernabé Linares-Barranco, Manolis Sifalakis

Proceedings of the IEEE International Symposium on Circuits and Systems, 2024

SENSIM: An Event-driven Parallel Simulator for Multi-core Neuromorphic Systems.

Prithvish Nembhani, Kanishkan Vadivel, Guangzhi Tang, Mohammad Tahghighi, Gert-Jan van Schaik, Manolis Sifalakis, Zaid Al-Ars, Amirreza Yousefzadeh

Proceedings of the International Joint Conference on Neural Networks, 2024

TRIP: Trainable Region-of-Interest Prediction for Hardware-Efficient Neuromorphic Processing on Event-Based Vision.

Cina Arjmand, Yingfu Xu, Kevin Shidqi, Alexandra F. Dobrita, Kanishkan Vadivel, Paul Detterer, Manolis Sifalakis, Amirreza Yousefzadeh, Guangzhi Tang

Proceedings of the International Conference on Neuromorphic Systems, 2024

Invited: Neuromorphic Vision Modalities in the NimbleAI 3D Chip.

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

Proceedings of the 61st ACM/IEEE Design Automation Conference, 2024

Energy-efficient SNN Architecture using 3nm FinFET Multiport SRAM-based CIM with Online Learning.

Lucas Huijbregts, Hsiao-Hsuan Liu, Paul Detterer, Said Hamdioui, Amirreza Yousefzadeh, Rajendra Bishnoi

Proceedings of the 61st ACM/IEEE Design Automation Conference, 2024

2023

NeuroBench: Advancing Neuromorphic Computing through Collaborative, Fair and Representative Benchmarking.

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

CoRR, 2023

Open the box of digital neuromorphic processor: Towards effective algorithm-hardware co-design.

Guangzhi Tang, Ali Safa, Kevin Shidqi, Paul Detterer, Stefano Traferro, Mario Konijnenburg, Manolis Sifalakis, Gert-Jan van Schaik, Amirreza Yousefzadeh

Proceedings of the IEEE International Symposium on Circuits and Systems, 2023

Empirical study on the efficiency of Spiking Neural Networks with axonal delays, and algorithm-hardware benchmarking.

Alberto Patiño-Saucedo, Amirreza Yousefzadeh, Guangzhi Tang, Federico Corradi, Bernabé Linares-Barranco, Manolis Sifalakis

Proceedings of the IEEE International Symposium on Circuits and Systems, 2023

2022

Energy-efficient In-Memory Address Calculation.

Amirreza Yousefzadeh, Jan Stuijt, Martijn Hijdra, Hsiao-Hsuan Liu, Anteneh Gebregiorgis, Abhairaj Singh, Said Hamdioui, Francky Catthoor

ACM Trans. Archit. Code Optim., 2022

Delta Activation Layer exploits temporal sparsity for efficient embedded video processing.

Amirreza Yousefzadeh, Manolis Sifalakis

Proceedings of the International Joint Conference on Neural Networks, 2022

SENeCA: Scalable Energy-efficient Neuromorphic Computer Architecture.

Amirreza Yousefzadeh, Gert-Jan van Schaik, Mohammad Tahghighi, Paul Detterer, Stefano Traferro, Martijn Hijdra, Jan Stuijt, Federico Corradi, Manolis Sifalakis, Mario Konijnenburg

Proceedings of the 4th IEEE International Conference on Artificial Intelligence Circuits and Systems, 2022

2021

Training for temporal sparsity in deep neural networks, application in video processing.

Amirreza Yousefzadeh, Manolis Sifalakis

CoRR, 2021

2020

NeuronFlow: a neuromorphic processor architecture for Live AI applications.

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

Proceedings of the 2020 Design, Automation & Test in Europe Conference & Exhibition, 2020

NeuronFlow: A Hybrid Neuromorphic - Dataflow Processor Architecture for AI Workloads.

Orlando Moreira, Amirreza Yousefzadeh, Fabian Chersi, Ajay Kapoor, Rik-Jan Zwartenkot, Peng Qiao, Gokturk Cinserin, Mina A. Khoei, Menno Lindwer, Jonathan Tapson

Proceedings of the 2nd IEEE International Conference on Artificial Intelligence Circuits and Systems, 2020

SpArNet: Sparse Asynchronous Neural Network execution for energy efficient inference.

Mina A. Khoei, Amirreza Yousefzadeh, Arash Pourtaherian, Orlando Moreira, Jonathan Tapson

Proceedings of the 2nd IEEE International Conference on Artificial Intelligence Circuits and Systems, 2020

2019

Asynchronous Spiking Neurons, the Natural Key to Exploit Temporal Sparsity.

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

IEEE J. Emerg. Sel. Topics Circuits Syst., 2019

Conversion of Synchronous Artificial Neural Network to Asynchronous Spiking Neural Network using sigma-delta quantization.

Amirreza Yousefzadeh, Sahar Hosseini, Priscila C. Holanda, Sam Leroux, Thilo Werner, Teresa Serrano-Gotarredona, Bernabé Linares-Barranco, Bart Dhoedt, Pieter Simoens

Proceedings of the IEEE International Conference on Artificial Intelligence Circuits and Systems, 2019

2018

Active Perception With Dynamic Vision Sensors. Minimum Saccades With Optimum Recognition.

Amirreza Yousefzadeh, Garrick Orchard, Teresa Serrano-Gotarredona, Bernabé Linares-Barranco

IEEE Trans. Biomed. Circuits Syst., 2018

Performance Comparison of Time-Step-Driven versus Event-Driven Neural State Update Approaches in SpiNNaker.

Amirreza Yousefzadeh, Mikel Soto, Teresa Serrano-Gotarredona, Francesco Galluppi, Luis A. Plana, Steve B. Furber, Bernabé Linares-Barranco

Proceedings of the IEEE International Symposium on Circuits and Systems, 2018

Hybrid Neural Network, An Efficient Low-Power Digital Hardware Implementation of Event-based Artificial Neural Network.

Amirreza Yousefzadeh, Garrick Orchard, Evangelos Stromatias, Teresa Serrano-Gotarredona, Bernabé Linares-Barranco

Proceedings of the IEEE International Symposium on Circuits and Systems, 2018

2017

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.

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

IEEE Trans. Biomed. Circuits Syst., 2017

Hardware implementation of convolutional STDP for on-line visual feature learning.

Amirreza Yousefzadeh, Timothée Masquelier, Teresa Serrano-Gotarredona, Bernabé Linares-Barranco

Proceedings of the IEEE International Symposium on Circuits and Systems, 2017

Live demonstration: Hardware implementation of convolutional STDP for on-line visual feature learning.

Amirreza Yousefzadeh, Timothée Masquelier, Teresa Serrano-Gotarredona, Bernabé Linares-Barranco

Proceedings of the IEEE International Symposium on Circuits and Systems, 2017

Multiplexing AER asynchronous channels over LVDS links with flow-control and clock-correction for scalable neuromorphic systems.

Amirreza Yousefzadeh, Miroslaw Jablonski, Taras Iakymchuk, Alejandro Linares-Barranco, Alfredo Rosado Muñoz, Luis A. Plana, Teresa Serrano-Gotarredona, Stephen B. Furber, Bernabé Linares-Barranco

Proceedings of the IEEE International Symposium on Circuits and Systems, 2017

Live demonstration: Multiplexing AER asynchronous channels over LVDS links with flow-control and clock-correction for scalable neuromorphic systems.

Amirreza Yousefzadeh, Miroslaw Jablonski, Taras Iakymchuk, Alejandro Linares-Barranco, Alfredo Rosado Muñoz, Luis A. Plana, Teresa Serrano-Gotarredona, Steve B. Furber, Bernabé Linares-Barranco

Proceedings of the IEEE International Symposium on Circuits and Systems, 2017

2016

Fast Predictive Handshaking in Synchronous FPGAs for Fully Asynchronous Multisymbol Chip Links: Application to SpiNNaker 2-of-7 Links.

Amirreza Yousefzadeh, Luis A. Plana, Steve Temple, Teresa Serrano-Gotarredona, Steve B. Furber, Bernabé Linares-Barranco

IEEE Trans. Circuits Syst. II Express Briefs, 2016

2015

Fast Pipeline 128×128 pixel spiking convolution core for event-driven vision processing in FPGAs.

Amirreza Yousefzadeh, Teresa Serrano-Gotarredona, Bernabé Linares-Barranco

Proceedings of the International Conference on Event-based Control, 2015