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Browsing by Author "Yousefzadeh, Amirreza"

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    Aircraft Marshaling Signals Dataset of FMCW Radar and Event-Based Camera for Sensor Fusion

    Mueller, Leon  
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    Sifalakis, Manolis  
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    Eissa, Sherif
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    Yousefzadeh, Amirreza  
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    Detterer, Paul  
    Proceedings paper
    2023, IEEE Radar Conference (RadarConf), MAY 01-05, 2023
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    Co-optimized training of models with synaptic delays for digital neuromorphic accelerators

    Patirio-Saucedo, Alberto
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    Meijer, Roy
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    Detterer, Paul  
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    Yousefzadeh, Amirreza  
    Proceedings paper
    2024, IEEE International Symposium on Circuits and Systems (ISCAS), 2024-05-19
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    Delta Activation Layer exploits temporal sparsity for efficient embedded video processing

    Yousefzadeh, Amirreza  
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    Sifalakis, Manolis  
    Proceedings paper
    2022, IEEE International Conference on Fuzzy Systems (FUZZ-IEEE) / IEEE World Congress on Computational Intelligence (IEEE WCCI) / International Joint Conference on Neural Networks (IJCNN) / IEEE Congress on Evolutionary Computation (IEEE CEC), JUL 18-23, 2022
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    Empirical study on the efficiency of Spiking Neural Networks with axonal delays, and algorithm-hardware benchmarking

    Patino-Saucedo, Alberto
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    Yousefzadeh, Amirreza  
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    Tang, Guangzhi  
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    Corradi, Federico
    Proceedings paper
    2023, 56th IEEE International Symposium on Circuits and Systems (ISCAS), MAY 21-25, 2023
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    Energy-efficient In-Memory Address Calculation

    Yousefzadeh, Amirreza  
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    Stuijt, Jan  
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    Hijdra, Martijn  
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    Liu, Hsiao-Hsuan
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    Gebregiorgis, Anteneh
    Journal article
    2022, ACM TRANSACTIONS ON ARCHITECTURE AND CODE OPTIMIZATION, (19) 4, p.Art. 52
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    ESAM: Energy-efficient SNN Architecture using 3nm FinFET Multiport SRAM-based CIM with Online Learning

    Huijbregts, Lucas  
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    Hsiao-Hsuan, Liu
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    Detterer, Paul  
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    Hamdioui, Said
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    Yousefzadeh, Amirreza  
    Proceedings paper
    2024, 61st Design Automation Conference, JUN 23-27, 2024
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    Event-based optical flow on neuromorphic processor: ANN vs. SNN comparison based on activation sparsification

    Xu, Yingfu  
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    Tang, Guangzhi
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    Yousefzadeh, Amirreza
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    de Croon, Guido C. H. E.
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    Sifalakis, Manolis  
    Journal article
    2025-AUG, NEURAL NETWORKS, (188) August, p.107447
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    Invited: Neuromorphic Vision Modalities in the NimbleAI 3D Chip

    Iturbe, Xabier
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    Linares-Barranco, Bernabe
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    Ieng, Sio-Hoi
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    Erdmann, Arne
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    Peres, Luca
    Proceedings paper
    2024, 61st Design Automation Conference, 2024-06-24, p.358
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    mu Brain: An Event-Driven and Fully Synthesizable Architecture for Spiking Neural Networks

    Stuijt, Jan  
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    Sifalakis, Manolis  
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    Yousefzadeh, Amirreza  
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    Corradi, Federico  
    Journal article
    2021, FRONTIERS IN NEUROSCIENCE, 15
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    Multidie 3-D Stacking of Memory Dominated Neuromorphic Architectures

    Giacomini Rocha, Leandro M.  
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    Bilgic, Refik  
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    Naeim, Mohamed  
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    Das, Sudipta  
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    Oprins, Herman  
    Journal article
    2024, IEEE TRANSACTIONS ON VERY LARGE SCALE INTEGRATION (VLSI) SYSTEMS, (32) 11, p.2144-2148
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    Open the box of digital neuromorphic processor: Towards effective algorithm-hardware co-design

    Tang, Guangzhi  
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    Safa, Ali  
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    Shidqi, Kevin  
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    Detterer, Paul  
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    Traferro, Stefano  
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    Konijnenburg, Mario  
    Proceedings paper
    2023, 56th IEEE International Symposium on Circuits and Systems (ISCAS), MAY 21-25, 2023
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    Optimizing event-based neural networks on digital neuromorphic architecture: a comprehensive design space exploration

    Xu, Yingfu  
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    Shidqi, Kevin  
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    van Schaik, Gert-Jan  
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    Bilgic, Refik  
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    Dobrita, Alexandra  
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    Wang, Shenqi  
    Journal article
    2024, FRONTIERS IN NEUROSCIENCE, 18, p.Art. 1335422
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    SENECA: building a fully digital neuromorphic processor, design trade-offs and challenges

    Tang, Guangzhi  
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    Vadivel, Kanishkan  
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    Xu, Yingfu  
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    Bilgic, Refik  
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    Shidqi, Kevin  
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    Detterer, Paul  
    Journal article
    2023, FRONTIERS IN NEUROSCIENCE, 17, p.Art. 1187252
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    SENeCA: Scalable Energy-efficient Neuromorphic Computer Architecture

    Yousefzadeh, Amirreza  
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    Van Schaik, Gert-Jan
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    Tahghighi, Mohammad  
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    Detterer, Paul  
    Proceedings paper
    2022, IEEE International Conference on Artificial Intelligence Circuits and Systems (AICAS) - Intelligent Technology in the Post-Pandemic Era, JUN 13-15, 2022, p.371-374
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    SENSIM: An Event-driven Parallel Simulator for Multi-core Neuromorphic Systems

    Nembhani, Prithvish  
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    Vadivel, Kanishkan  
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    Tang, Guangzhi  
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    Tahghighi, Mohammad  
    Proceedings paper
    2024, International Joint Conference on Neural Networks (IJCNN), 2024-06-30
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    The neurobench framework for benchmarking neuromorphic computing algorithms and systems

    Yik, Jason
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    van den Berghe, Korneel
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    den Blanken, Douwe
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    Bouhadjar, Younes
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    Fabre, Maxime
    Journal article review
    2025-FEB 11, NATURE COMMUNICATIONS, (16) 1
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    TRIP: Trainable Region-of-Interest Prediction for Hardware-Efficient Neuromorphic Processing on Event-based Vision

    Arjmand, Cina  
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    Xu, Yingfu  
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    Shidqi, Kevin  
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    Dobrita, Alexandra  
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    Vadivel, Kanishkan  
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    Detterer, Paul  
    Proceedings paper
    2024, 2024 International Conference on Neuromorphic Systems, 2024-07-30, p.94-101

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