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ORCIDFrancky Catthoor
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- affiliation: Catholic University of Leuven, Belgium
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2020 – today
- 2024
[j280]Nicolas Bueno
, Fernando Castro, Luis Piñuel, José Ignacio Gómez, Francky Catthoor:
Improving the Representativeness of Simulation Intervals for the Cache Memory System. IEEE Access 12: 5973-5985 (2024)- [j279]Ioannis K. Bazionis, Markos A. Kousounadis-Knousen, Vasileios E. Katsigiannis, Francky Catthoor, Pavlos S. Georgilakis:
An Advanced Hybrid Boot-LSTM-ICSO-PP Approach for Day-Ahead Probabilistic PV Power Yield Forecasting and Intra-Hour Power Fluctuation Estimation. IEEE Access 12: 43704-43720 (2024) - [j278]Surendra Hemaram, Mehdi B. Tahoori, Francky Catthoor, Siddharth Rao, Sebastien Couet, Valerio Pica, Gouri Sankar Kar:
Soft and Hard Error-Correction Techniques in STT-MRAM. IEEE Des. Test 41(5): 65-82 (2024) - [j277]Daichi Watari, Charalampos Marantos, Ittetsu Taniguchi, Francky Catthoor, Kostas Siozios, Dimitrios Soudris, Takao Onoye:
Online Energy Management Framework for Smart Buildings With Low-Complexity Estimators. IEEE Embed. Syst. Lett. 16(2): 138-141 (2024) - [j276]Dimitrios Giagkos, Achilleas Tzenetopoulos, Dimosthenis Masouros, Sotirios Xydis, Francky Catthoor, Dimitrios Soudris:
AI-Driven QoS-Aware Scheduling for Serverless Video Analytics at the Edge. Inf. 15(8): 480 (2024) - [j275]Antonios Lykourinas, Xavier Rottenberg, Francky Catthoor, Athanassios Skodras:
Unsupervised Domain Adaptation for Inter-Session Re-Calibration of Ultrasound-Based HMIs. Sensors 24(15): 5043 (2024) - [j274]Ali Safa, Ilja Ocket, André Bourdoux, Hichem Sahli, Francky Catthoor, Georges G. E. Gielen:
STDP-Driven Development of Attention-Based People Detection in Spiking Neural Networks. IEEE Trans. Cogn. Dev. Syst. 16(1): 380-387 (2024) - [j273]Ana Lebanov, Mauricio Velazquez Lopez, Florian De Roose, Nikolas P. Papadopoulos, Giacomo Indiveri, Arianna Rubino, Melika Payvand, Steve Smout, Myriam Willegems, Francky Catthoor, Jan Genoe, Paul Heremans, Kris Myny:
Flexible Unipolar IGZO Transistor-Based Integrate and Fire Neurons for Spiking Neuromorphic Applications. IEEE Trans. Biomed. Circuits Syst. 18(1): 200-214 (2024) - [j272]Nesara Eranna Bethur, Anthony Agnesina, Moritz Brunion, Alberto García Ortiz, Francky Catthoor, Dragomir Milojevic, Manu Komalan, Matheus A. Cavalcante, Samuel Riedel, Luca Benini, Sung Kyu Lim:
Hier-3D: A Methodology for Physical Hierarchy Exploration of 3-D ICs. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. 43(7): 1957-1970 (2024) - [j271]Pengbo Yu, Flavio Ponzina, Alexandre Levisse, Mohit Gupta, Dwaipayan Biswas, Giovanni Ansaloni, David Atienza, Francky Catthoor:
An Energy Efficient Soft SIMD Microarchitecture and Its Application on Quantized CNNs. IEEE Trans. Very Large Scale Integr. Syst. 32(6): 1018-1031 (2024) - [c469]Paul Delestrac, Jonathan Miquel, Debjyoti Bhattacharjee, Diksha Moolchandani, Francky Catthoor, Lionel Torres, David Novo:
Analyzing GPU Energy Consumption in Data Movement and Storage. ASAP 2024: 143-151 - [c468]Surendra Hemaram, Mehdi B. Tahoori, Francky Catthoor, Siddharth Rao, Sebastien Couet, Gouri Sankar Kar:
Hard Error Correction in STT-MRAM. ASPDAC 2024: 752-757 - [c467]Paul Delestrac, Debjyoti Bhattacharjee, Simei Yang, Diksha Moolchandani, Francky Catthoor, Lionel Torres, David Novo:
Multi-Level Analysis of GPU Utilization in ML Training Workloads. DATE 2024: 1-6 - [c466]Subrat Mishra, Bjorn Vermeersch, Sankatali Venkateswarlu, Halil Kukner, A. Sharma, G. Mirabeli, Fabian M. Bufler, Moritz Brunion, Dawit Burusie Abdi, Herman Oprins, Dwaipayan Biswas, Odysseas Zografos, Francky Catthoor, Pieter Weckx, Geert Hellings, James Myers, Julien Ryckaert:
Thermal Performance Evaluation of Multi-Core SOCs Using Power-Thermal Co-Simulation. IRPS 2024: 1-6 - [c465]Nitish Kumar, Sankatali Venkateswarlu, Yukai Chen, Moritz Brunion, Subrat Mishra, Ankur Gupta, Pushpapraj Singh, Francky Catthoor, James Myers, Julien Ryckaert, Dwaipayan Biswas:
Thermal Analysis of High-Performance Server SoCs from FinFET to Nanosheet Technologies. IRPS 2024: 8 - [c464]John F. Morales, Dolores Blanco-Almazán, Francky Catthoor, Willemijn Groenendaal, Raimon Jané:
Validation of a Novel Wearable Device to Estimate Heart Rate Variability and Cardiorespiratory Indexes. MeMeA 2024: 1-6 - [i33]Nicolas Bueno, Fernando Castro, Luis Piñuel, José Ignacio Gómez Pérez, Francky Catthoor:
Improving the Representativeness of Simulation Intervals for the Cache Memory System. CoRR abs/2402.00649 (2024) - [i32]Yukai Chen, Simei Yang, Debjyoti Bhattacharjee, Francky Catthoor, Arindam Mallik:
SAfEPaTh: A System-Level Approach for Efficient Power and Thermal Estimation of Convolutional Neural Network Accelerator. CoRR abs/2407.17623 (2024) - 2023
- [j270]Markos A. Kousounadis-Knousen, Ioannis K. Bazionis, Dimitrios Soudris, Francky Catthoor, Pavlos S. Georgilakis:
A New Co-Optimized Hybrid Model Based on Multi-Objective Optimization for Probabilistic Wind Power Forecasting in a Spatio-Temporal Framework. IEEE Access 11: 84885-84899 (2023) - [j269]Daichi Watari, Ittetsu Taniguchi, Francky Catthoor, Charalampos Marantos, Kostas Siozios, Elham Shirazi, Dimitrios Soudris, Takao Onoye:
Thermal-Comfort Aware Online Co-Scheduling Framework for HVAC, Battery Systems, and Appliances in Smart Buildings. IEICE Trans. Fundam. Electron. Commun. Comput. Sci. 106(5): 698-706 (2023) - [j268]Manolis Katsaragakis, Lazaros Papadopoulos, Mario Konijnenburg, Francky Catthoor, Dimitrios Soudris:
A memory footprint optimization framework for Python applications targeting edge devices. J. Syst. Archit. 142: 102936 (2023) - [j267]Tommaso Marinelli, José Ignacio Gómez Pérez, Christian Tenllado, Francky Catthoor:
COMPAD: A heterogeneous cache-scratchpad CPU architecture with data layout compaction for embedded loop-dominated applications. J. Syst. Archit. 145: 103022 (2023) - [j266]Yingping Chen, Bernardo Tacca, Yunzhu Chen, Dwaipayan Biswas, Georges G. E. Gielen, Francky Catthoor, Marian Verhelst, Carolina Mora Lopez:
An Online-Spike-Sorting IC Using Unsupervised Geometry-Aware OSort Clustering for Efficient Embedded Neural-Signal Processing. IEEE J. Solid State Circuits 58(11): 2990-3002 (2023) - [j265]Benoît Walter Denkinger, Miguel Peón Quirós, Mario Konijnenburg, David Atienza, Francky Catthoor:
Acceleration of Control Intensive Applications on Coarse-Grained Reconfigurable Arrays for Embedded Systems. IEEE Trans. Computers 72(9): 2548-2560 (2023) - [j264]Saeideh Alinezhad Chamazcoti, Mohit Gupta, Hyungrock Oh, Timon Evenblij, Francky Catthoor, Manu Perumkunnil Komalan, Gouri Sankar Kar, Arnaud Furnémont:
Exploring Pareto-Optimal Hybrid Main Memory Configurations Using Different Emerging Memories. IEEE Trans. Circuits Syst. I Regul. Pap. 70(2): 733-746 (2023) - [j263]Dawit Burusie Abdi, Shairfe Muhammad Salahuddin, Jürgen Bömmels, Edouard Giacomin, Pieter Weckx, Julien Ryckaert, Geert Hellings, Francky Catthoor:
3D SRAM Macro Design in 3D Nanofabric Process Technology. IEEE Trans. Circuits Syst. I Regul. Pap. 70(7): 2858-2867 (2023) - [j262]Adarsha Balaji, Phu Khanh Huynh, Francky Catthoor, Nikil D. Dutt, Jeffrey L. Krichmar, Anup Das:
NeuSB: A Scalable Interconnect Architecture for Spiking Neuromorphic Hardware. IEEE Trans. Emerg. Top. Comput. 11(2): 373-387 (2023) - [j261]Ali Safa, Federico Corradi, Lars Keuninckx, Ilja Ocket, André Bourdoux, Francky Catthoor, Georges G. E. Gielen:
Improving the Accuracy of Spiking Neural Networks for Radar Gesture Recognition Through Preprocessing. IEEE Trans. Neural Networks Learn. Syst. 34(6): 2869-2881 (2023) - [j260]Sankatali Venkateswarlu, Subrat Mishra, Herman Oprins, Bjorn Vermeersch, Moritz Brunion, Jun-Han Han, Mircea R. Stan, Dwaipayan Biswas, Pieter Weckx, Francky Catthoor:
Impact of 3-D Integration on Thermal Performance of RISC-V MemPool Multicore SOC. IEEE Trans. Very Large Scale Integr. Syst. 31(12): 1896-1904 (2023) - [c463]Dolores Blanco-Almazán, John F. Morales, Willemijn Groenendaal, Francky Catthoor, Raimon Jané:
Wearable ECG-Derived Respiration Performance for Respiratory Monitoring with a Non-Standard ECG Lead. CinC 2023: 1-4 - [c462]Mahta Mayahinia, Hsiao-Hsuan Liu, Subrat Mishra, Zsolt Tokei, Francky Catthoor, Mehdi B. Tahoori:
Electromigration-aware design technology co-optimization for SRAM in advanced technology nodes. DATE 2023: 1-6 - [c461]Behnaz Ranjbar, Florian Klemme, Paul R. Genssler, Hussam Amrouch, Jinhyo Jung, Shail Dave, Hwisoo So, Kyongwoo Lee, Aviral Shrivastava, Ji-Yung Lin, Pieter Weckx, Subrat Mishra, Francky Catthoor, Dwaipayan Biswas, Akash Kumar:
Learning-Oriented Reliability Improvement of Computing Systems From Transistor to Application Level. DATE 2023: 1-10 - [c460]Zhenlin Pei, Mahta Mayahinia, Hsiao-Hsuan Liu, Mehdi B. Tahoori, Francky Catthoor, Zsolt Tokei, Chenyun Pan:
Technology/Memory Co-Design and Co-Optimization Using E-Tree Interconnect. ACM Great Lakes Symposium on VLSI 2023: 159-162 - [c459]Carlos Escuin, Fernando García-Redondo, Mahdi Zahedi, Pablo Ibáñez, Teresa Monreal, Víctor Viñals, José María Llabería, James Myers, Julien Ryckaert, Dwaipayan Biswas, Francky Catthoor:
MNEMOSENE++: Scalable Multi-Tile Design with Enhanced Buffering and VGSOT-MRAM based Compute-in-Memory Crossbar Array. ICECS 2023: 1-5 - [c458]Xinzhe Liu, Jianwen Luo, David Blinder, Fupeng Chen, Heng Yu, Peter Schelkens, Francky Catthoor, Yajun Ha:
Data Partition Optimization for High Energy Efficiency by Decoupling Local Dependence in Holographic Video Decoder. ICECS 2023: 1-4 - [c457]Charalampos Papadakis, Leandro Mateus Giacomini Rocha, Francky Catthoor, Nick Van Helleputte, Dwaipayan Biswas:
AusculNET: A Deep Learning framework for Adventitious Lung Sounds Classification. ICECS 2023: 1-4 - [c456]Ali Safa, Tim Verbelen, Ilja Ocket, André Bourdoux, Hichem Sahli, Francky Catthoor, Georges G. E. Gielen:
Fusing Event-based Camera and Radar for SLAM Using Spiking Neural Networks with Continual STDP Learning. ICRA 2023: 2782-2788 - [c455]Manolis Katsaragakis, Dimosthenis Masouros, Lazaros Papadopoulos, Francky Catthoor, Dimitrios Soudris:
On the Implications of Heterogeneous Memory Tiering on Spark In-Memory Analytics. IPDPS Workshops 2023: 945-952 - [c454]Subrat Mishra, Sankatali Venkateswarlu, Bjorn Vermeersch, Moritz Brunion, Melina Lofrano, Dawit Burusie Abdi, Herman Oprins, Dwaipayan Biswas, Odysseas Zografos, Gaspard Hiblot, Geert Van der Plas, Pieter Weckx, Geert Hellings, James Myers, Francky Catthoor, Julien Ryckaert:
Towards Chip-Package-System Co-optimization of Thermally-limited System-On-Chips (SOCs). IRPS 2023: 1-7 - [c453]Swatilekha Majumdar, Stefan Cosemans, Arindam Mallik, Peter Debacker, Francky Catthoor, Jan Van Houdt:
Evaluating the Effects of FeFET Device Variability on Charge Sharing Based AiMC Accelerator. ISCAS 2023: 1-5 - [c452]Zhenlin Pei, Mahta Mayahinia, Hsiao-Hsuan Liu, Mehdi B. Tahoori, Shairfe Muhammad Salahuddin, Francky Catthoor, Zsolt Tokei, Chenyun Pan:
Emerging Interconnect Exploration for SRAM Application Using Nonconventional H-Tree and Center-Pin Access. ISQED 2023: 1 - [c451]Yingping Chen, Bernardo Tacca, Yunzhu Chen, Dwaipayan Biswas, Georges G. E. Gielen, Francky Catthoor, Marian Verhelst, Carolina Mora Lopez:
A 384-Channel Online-Spike-Sorting IC Using Unsupervised Geo-OSort Clustering and Achieving 0.0013mm2/Ch and $1.78\mu \text{W/ch}$. ISSCC 2023: 486-487 - [c450]Ali Safa, Tim Verbelen, Lars Keuninckx, Ilja Ocket, André Bourdoux, Francky Catthoor, Georges G. E. Gielen, Gert Cauwenberghs:
Active Inference in Hebbian Learning Networks. IWAI 2023: 239-253 - [c449]Christos Panagiotis Lamprakos, Sotirios Xydis, Francky Catthoor, Dimitrios Soudris:
The Unexpected Efficiency of Bin Packing Algorithms for Dynamic Storage Allocation in the Wild: An Intellectual Abstract. ISMM 2023: 58-70 - [c448]Ali Safa, Ilja Ocket, Francky Catthoor, Georges G. E. Gielen:
SupportHDC: Hyperdimensional Computing with Scalable Hypervector Sparsity. NICE 2023: 20-25 - [c447]Ali Safa, Jonah Van Assche, Charlotte Frenkel, André Bourdoux, Francky Catthoor, Georges G. E. Gielen:
Exploring Information-Theoretic Criteria to Accelerate the Tuning of Neuromorphic Level-Crossing ADCs. NICE 2023: 63-70 - [c446]Christos Panagiotis Lamprakos, Sotirios Xydis, Peter Kourzanov, Manu Perumkunnil, Francky Catthoor, Dimitrios Soudris:
Beyond RSS: Towards Intelligent Dynamic Memory Management (Work in Progress). MPLR 2023: 158-164 - [c445]Christos P. Lamprakos, Dimitrios S. Bouras, Francky Catthoor, Dimitrios Soudris:
Reliable Basic Block Energy Accounting. SAMOS 2023: 193-208 - [c444]Shotaro Nonaka, Ittetsu Taniguchi, Hiroki Nishikawa, Dafang Zhao, Francky Catthoor, Takao Onoye:
Comfort-aware HVAC Aggregation Method based on Deep Reinforcement Learning. BuildSys@SenSys 2023: 290-291 - [i31]Herbert Jaeger, Francky Catthoor:
Timescales: the choreography of classical and unconventional computing. CoRR abs/2301.00893 (2023) - [i30]Manolis Katsaragakis, Christos Baloukas, Lazaros Papadopoulos, Verena Kantere, Francky Catthoor, Dimitrios Soudris:
Energy Consumption Evaluation of Optane DC Persistent Memory for Indexing Data Structures. CoRR abs/2304.00953 (2023) - [i29]Christos P. Lamprakos, Sotirios Xydis, Francky Catthoor, Dimitrios Soudris:
Viewing Allocators as Bin Packing Solvers Demystifies Fragmentation. CoRR abs/2304.10862 (2023) - [i28]Christos P. Lamprakos, Sotirios Xydis, Francky Catthoor, Dimitrios Soudris:
The Unexpected Efficiency of Bin Packing Algorithms for Dynamic Storage Allocation in the Wild: An Intellectual Abstract. CoRR abs/2305.01497 (2023) - [i27]Ali Safa, Tim Verbelen, Lars Keuninckx, Ilja Ocket, André Bourdoux, Francky Catthoor, Georges G. E. Gielen, Gert Cauwenberghs:
Active Inference in Hebbian Learning Networks. CoRR abs/2306.05053 (2023) - 2022
- [j259]Daniel Romero, Dolores Blanco-Almazán, Willemijn Groenendaal, Lien Lijnen, Christophe Smeets, David Ruttens, Francky Catthoor, Raimon Jané:
Predicting 6-minute walking test outcomes in patients with chronic obstructive pulmonary disease without physical performance measures. Comput. Methods Programs Biomed. 225: 107020 (2022) - [j258]Hongwu Jiang, Wantong Li, Shanshi Huang, Stefan Cosemans, Francky Catthoor, Shimeng Yu:
Analog-to-Digital Converter Design Exploration for Compute-in-Memory Accelerators. IEEE Des. Test 39(2): 48-55 (2022) - [j257]Simei Yang, Debjyoti Bhattacharjee, Vinay B. Y. Kumar, Saikat Chatterjee, Sayandip De, Peter Debacker, Diederik Verkest, Arindam Mallik, Francky Catthoor:
AERO: Design Space Exploration Framework for Resource-Constrained CNN Mapping on Tile-Based Accelerators. IEEE J. Emerg. Sel. Topics Circuits Syst. 12(2): 508-521 (2022) - [j256]Benjamin Gys, Rohith Acharya, Steven Van Winckel, Kristiaan De Greve, Georges G. E. Gielen, Francky Catthoor:
A Co-Simulation Methodology for the Design of Integrated Silicon Spin Qubits With Their Control/Readout Cryo-CMOS Electronics. IEEE J. Emerg. Sel. Topics Circuits Syst. 12(3): 685-693 (2022) - [j255]Anteneh Gebregiorgis, Hoang Anh Du Nguyen, Jintao Yu, Rajendra Bishnoi, Mottaqiallah Taouil, Francky Catthoor, Said Hamdioui:
A Survey on Memory-centric Computer Architectures. ACM J. Emerg. Technol. Comput. Syst. 18(4): 79:1-79:50 (2022) - [j254]Ali Safa, Jonah Van Assche, Mark Daniel Alea, Francky Catthoor, Georges G. E. Gielen:
Neuromorphic Near-Sensor Computing: From Event-Based Sensing to Edge Learning. IEEE Micro 42(6): 88-95 (2022) - [j253]Ali Safa, Tim Verbelen, Ilja Ocket, André Bourdoux, Francky Catthoor, Georges G. E. Gielen:
Fail-Safe Human Detection for Drones Using a Multi-Modal Curriculum Learning Approach. IEEE Robotics Autom. Lett. 7(1): 303-310 (2022) - [j252]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) - [j251]Mahta Mayahinia, Mehdi B. Tahoori, Manu Perumkunnil Komalan, Houman Zahedmanesh, Kristof Croes, Tommaso Marinelli, José Ignacio Gómez Pérez, Timon Evenblij, Gouri Sankar Kar, Francky Catthoor:
Time-Dependent Electromigration Modeling for Workload-Aware Design-Space Exploration in STT-MRAM. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. 41(12): 5327-5332 (2022) - [j250]Tommaso Marinelli, José Ignacio Gómez Pérez, Christian Tenllado, Manu Komalan, Mohit Gupta, Francky Catthoor:
Microarchitectural Exploration of STT-MRAM Last-level Cache Parameters for Energy-efficient Devices. ACM Trans. Embed. Comput. Syst. 21(1): 3:1-3:20 (2022) - [j249]Dolores Blanco-Almazán, Willemijn Groenendaal, Lien Lijnen, Rana Önder, Christophe Smeets, David Ruttens, Francky Catthoor, Raimon Jané:
Breathing Pattern Estimation Using Wearable Bioimpedance for Assessing COPD Severity. IEEE J. Biomed. Health Informatics 26(12): 5983-5991 (2022) - [j248]Nathan Laubeuf, Jonas Doevenspeck, Ioannis A. Papistas, Michele Caselli, Stefan Cosemans, Peter Vrancx, Debjyoti Bhattacharjee, Arindam Mallik, Peter Debacker, Diederik Verkest, Francky Catthoor, Rudy Lauwereins:
Dynamic Quantization Range Control for Analog-in-Memory Neural Networks Acceleration. ACM Trans. Design Autom. Electr. Syst. 27(5): 46:1-46:21 (2022) - [j247]Twisha Titirsha, Shihao Song, Anup Das, Jeffrey L. Krichmar, Nikil D. Dutt, Nagarajan Kandasamy, Francky Catthoor:
Endurance-Aware Mapping of Spiking Neural Networks to Neuromorphic Hardware. IEEE Trans. Parallel Distributed Syst. 33(2): 288-301 (2022) - [j246]Hesheng Lin, Dimitrios Velenis, Philip Nolmans, Xiao Sun, Francky Catthoor, Rudy Lauwereins, Geert Van der Plas, Eric Beyne:
84%-Efficiency Fully Integrated Voltage Regulator for Computing Systems Enabled by 2.5-D High-Density MIM Capacitor. IEEE Trans. Very Large Scale Integr. Syst. 30(5): 661-665 (2022) - [j245]Sankatali Venkateswarlu, Subrat Mishra, Herman Oprins, Bjorn Vermeersch, Moritz Brunion, Jun-Han Han, Mircea R. Stan, Pieter Weckx, Francky Catthoor:
Thermal Performance Analysis of Mempool RISC-V Multicore SoC. IEEE Trans. Very Large Scale Integr. Syst. 30(11): 1668-1676 (2022) - [j244]Hesheng Lin, Geert Van der Plas, Xiao Sun, Dimitrios Velenis, Francky Catthoor, Rudy Lauwereins, Eric Beyne:
Efficient Backside Power Delivery for High-Performance Computing Systems. IEEE Trans. Very Large Scale Integr. Syst. 30(11): 1748-1756 (2022) - [j243]Ji-Yung Lin, Pieter Weckx, Subrat Mishra, Alessio Spessot, Francky Catthoor:
Multitimescale Mitigation for Performance Variability Improvement in Time-Critical Systems. IEEE Trans. Very Large Scale Integr. Syst. 30(11): 1757-1769 (2022) - [c443]Abhairaj Singh, Mahdi Zahedi, Taha Shahroodi, Mohit Gupta, Anteneh Gebregiorgis, Manu Komalan, Rajiv V. Joshi, Francky Catthoor, Rajendra Bishnoi, Said Hamdioui:
CIM-based Robust Logic Accelerator using 28 nm STT-MRAM Characterization Chip Tape-out. AICAS 2022: 451-454 - [c442]Benoît W. Denkinger, Miguel Peón Quirós, Mario Konijnenburg, David Atienza, Francky Catthoor:
VWR2A: a very-wide-register reconfigurable-array architecture for low-power embedded devices. DAC 2022: 895-900 - [c441]Quentin Huppert, Francky Catthoor, Lionel Torres, David Novo:
Pref-X: a framework to reveal data prefetching in commercial in-order cores. DAC 2022: 1051-1056 - [c440]Matheus A. Cavalcante, Anthony Agnesina, Samuel Riedel, Moritz Brunion, Alberto García-Ortiz, Dragomir Milojevic, Francky Catthoor, Sung Kyu Lim, Luca Benini:
MemPool-3D: Boosting Performance and Efficiency of Shared-L1 Memory Many-Core Clusters with 3D Integration. DATE 2022: 394-399 - [c439]Ji-Yung Lin, Pieter Weckx, Subrat Mishra, Alessio Spessot, Francky Catthoor:
Proactive Run-Time Mitigation for Time-Critical Applications Using Dynamic Scenario Methodology. DATE 2022: 616-621 - [c438]M. Lakshmi Varshika, Adarsha Balaji, Federico Corradi, Anup Das, Jan Stuijt, Francky Catthoor:
Design of Many-Core Big Little µBrains for Energy-Efficient Embedded Neuromorphic Computing. DATE 2022: 1011-1016 - [c437]Dolores Blanco-Almazán, Willemijn Groenendaal, Francky Catthoor, Raimon Jané:
The Effect of Walking on the Estimation of Breathing Pattern Parameters using Wearable Bioimpedance. EMBC 2022: 3257-3260 - [c436]Manolis Katsaragakis, Christos Baloukas, Lazaros Papadopoulos, Verena Kantere, Francky Catthoor, Dimitrios Soudris:
Energy Consumption Evaluation of Optane DC Persistent Memory for Indexing Data Structures. HIPC 2022: 75-84 - [c435]Ali Safa, Ilja Ocket, Francky Catthoor, Georges G. E. Gielen:
Exploring Cross-fusion and Curriculum Learning for Multi-modal Human Detection on Drones. DroneSE/RAPIDO@HiPEAC 2022: 1-7 - [c434]Nitish Satya Murthy, Peter Vrancx, Nathan Laubeuf, Peter Debacker, Francky Catthoor, Marian Verhelst:
Learn to Learn on Chip: Hardware-aware Meta-learning for Quantized Few-shot Learning at the Edge. SEC 2022: 14-25 - [c433]Ali Safa, Ilja Ocket, André Bourdoux, Hichem Sahli, Francky Catthoor, Georges G. E. Gielen:
Event Camera Data Classification Using Spiking Networks with Spike-Timing-Dependent Plasticity. IJCNN 2022: 1-8 - [c432]Anthony Agnesina, Moritz Brunion, Alberto García Ortiz, Francky Catthoor, Dragomir Milojevic, Manu Komalan, Matheus A. Cavalcante, Samuel Riedel, Luca Benini, Sung Kyu Lim:
Hier-3D: A Hierarchical Physical Design Methodology for Face-to-Face-Bonded 3D ICs. ISLPED 2022: 15:1-15:6 - [c431]Mahta Mayahinia, Mehdi B. Tahoori, Manu Perumkunnil, Kristof Croes, Francky Catthoor:
Analyzing the Electromigration Challenges of Computation in Resistive Memories. ITC 2022: 534-538 - [c430]Christos P. Lamprakos, Lazaros Papadopoulos, Francky Catthoor, Dimitrios Soudris:
The Impact of Dynamic Storage Allocation on CPython Execution Time, Memory Footprint and Energy Consumption: An Empirical Study. SAMOS 2022: 219-234 - [c429]Ali Safa, Tim Verbelen, Ilja Ocket, André Bourdoux, Hichem Sahli, Francky Catthoor, Georges G. E. Gielen:
Learning to Encode Vision on the Fly in Unknown Environments: A Continual Learning SLAM Approach for Drones. SSRR 2022: 373-378 - [c428]Rohith Acharya, Anton Potocnik, Steven Brebels, Alexander Grill, Jeroen Verjauw, Tsvetan Ivanov, Daniel Perez Lozano, Danny Wan, Fahd A. Mohiyaddin, Jacques Van Damme, A. M. Vadiraj, Massimo Mongillo, Georges G. E. Gielen, Francky Catthoor, Jan Craninckx, Iuliana P. Radu, Bogdan Govoreanu:
Scalable 1.4 μW cryo-CMOS SP4T multiplexer operating at 10 mK for high-fidelity superconducting qubit measurements. VLSI Technology and Circuits 2022: 230-231 - [i26]Ali Safa, Ilja Ocket, André Bourdoux, Hichem Sahli, Francky Catthoor, Georges G. E. Gielen:
Continuously Learning to Detect People on the Fly: A Bio-inspired Visual System for Drones. CoRR abs/2202.08023 (2022) - [i25]Benoît Walter Denkinger, Miguel Peón Quirós, Mario Konijnenburg, David Atienza, Francky Catthoor:
VWR2A: A Very-Wide-Register Reconfigurable-Array Architecture for Low-Power Embedded Devices. CoRR abs/2204.05009 (2022) - [i24]Ali Safa, Tim Verbelen, Ilja Ocket, André Bourdoux, Hichem Sahli, Francky Catthoor, Georges G. E. Gielen:
Learning to SLAM on the Fly in Unknown Environments: A Continual Learning Approach for Drones in Visually Ambiguous Scenes. CoRR abs/2208.12997 (2022) - [i23]Ali Safa, Tim Verbelen, Ilja Ocket, André Bourdoux, Hichem Sahli, Francky Catthoor, Georges G. E. Gielen:
Fusing Event-based Camera and Radar for SLAM Using Spiking Neural Networks with Continual STDP Learning. CoRR abs/2210.04236 (2022) - [i22]Bert Herteleer, Anastasios Kladas, Gofran Chowdhury, Francky Catthoor, Jan Cappelle:
Investigating methods to improve photovoltaic thermal models at second-to-minute timescales. CoRR abs/2211.11593 (2022) - [i21]Pengbo Yu, Alexandre Levisse, Mohit Gupta, Timon Evenblij, Giovanni Ansaloni, Francky Catthoor, David Atienza:
A Soft SIMD Based Energy Efficient Computing Microarchitecture. CoRR abs/2212.09358 (2022) - 2021
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Binary Tree Classification of Rigid Error Detection and Correction Techniques. ACM Comput. Surv. 53(4): 76:1-76:38 (2021) - [j241]Adarsha Balaji, Shihao Song, Anup Das, Jeffrey L. Krichmar, Nikil D. Dutt, James A. Shackleford, Nagarajan Kandasamy, Francky Catthoor:
Enabling Resource-Aware Mapping of Spiking Neural Networks via Spatial Decomposition. IEEE Embed. Syst. Lett. 13(3): 142-145 (2021) - [j240]Shihao Song, Jui Hanamshet, Adarsha Balaji, Anup Das, Jeffrey L. Krichmar, Nikil D. Dutt, Nagarajan Kandasamy, Francky Catthoor:
Dynamic Reliability Management in Neuromorphic Computing. ACM J. Emerg. Technol. Comput. Syst. 17(4): 63:1-63:27 (2021) - [j239]Ali Safa, Francky Catthoor, Georges G. E. Gielen:
ConvSNN: A surrogate gradient spiking neural framework for radar gesture recognition. Softw. Impacts 10: 100131 (2021) - [j238]Ali Safa, Tim Verbelen, Lars Keuninckx, Ilja Ocket, Matthias Hartmann, André Bourdoux, Francky Catthoor, Georges G. E. Gielen:
A Low-Complexity Radar Detector Outperforming OS-CFAR for Indoor Drone Obstacle Avoidance. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 14: 9162-9175 (2021) - [j237]Dolores Blanco-Almazán, Willemijn Groenendaal, Manuel Lozano-Garcia, Luis Estrada-Petrocelli, Lien Lijnen, Christophe Smeets, David Ruttens, Francky Catthoor, Raimon Jané:
Combining Bioimpedance and Myographic Signals for the Assessment of COPD During Loaded Breathing. IEEE Trans. Biomed. Eng. 68(1): 298-307 (2021) - [j236]Lingjun Zhu, Lennart Bamberg, Sai Surya Kiran Pentapati, Kyungwook Chang, Francky Catthoor, Dragomir Milojevic, Manu Komalan, Brian Cline, Saurabh Sinha, Xiaoqing Xu, Alberto García-Ortiz, Sung Kyu Lim:
High-Performance Logic-on-Memory Monolithic 3-D IC Designs for Arm Cortex-A Processors. IEEE Trans. Very Large Scale Integr. Syst. 29(6): 1152-1163 (2021) - [j235]