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ORCIDFrancky Catthoor
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- affiliation: Catholic University of Leuven, Belgium
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2020 – today
- 2023
[j261]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)- [j260]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) - [c447]Subrat Mishra, Sankatali Venkateswarlu, Bjorn Vermeersch, Moritz Brunion, Melina Lofrano, D. Abdi, Herman Oprins, D. Biswas, Odysseas Zografos, Gaspard Hiblot, Geert Van der Plas, Pieter Weckx, Geert Hellings, J. Myers, Francky Catthoor, Julien Ryckaert:
Towards Chip-Package-System Co-optimization of Thermally-limited System-On-Chips (SOCs). IRPS 2023: 1-7 - [c446]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 - [c445]Ali Safa, Ilja Ocket, Francky Catthoor, Georges G. E. Gielen:
SupportHDC: Hyperdimensional Computing with Scalable Hypervector Sparsity. NICE 2023: 20-25 - [c444]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 - [i30]Herbert Jaeger, Francky Catthoor:
Timescales: the choreography of classical and unconventional computing. CoRR abs/2301.00893 (2023) - [i29]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) - [i28]Christos P. Lamprakos, Sotirios Xydis, Francky Catthoor, Dimitrios Soudris:
Viewing Allocators as Bin Packing Solvers Demystifies Fragmentation. CoRR abs/2304.10862 (2023) - [i27]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) - 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
- [j242]Angeliki Kritikakou, Rafail Psiakis, Francky Catthoor, Olivier Sentieys:
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]Yahya H. Yassin, Magnus Jahre, Per Gunnar Kjeldsberg, Snorre Aunet, Francky Catthoor:
Fast and Accurate Edge Computing Energy Modeling and DVFS Implementation in GEM5 Using System Call Emulation Mode. J. Signal Process. Syst. 93(1): 33-48 (2021) - [c427]Xinzhe Liu, Fupeng Chen, Raees Kizhakkumkara Muhamad, David Blinder, Dessislava Nikolova, Peter Schelkens, Francky Catthoor, Yajun Ha:
Bitwidth-Optimized Energy-Efficient FFT Design via Scaling Information Propagation. DAC 2021: 613-618 - [c426]Daichi Watari, Ittetsu Taniguchi, Francky Catthoor, Charalampos Marantos, Kostas Siozios, Elham Shirazi, Dimitrios Soudris, Takao Onoye:
Thermal Comfort Aware Online Energy Management Framework for a Smart Residential Building. DATE 2021: 535-538 - [c425]Quentin Huppert, Timon Evenblij, Manu Perumkunnil, Francky Catthoor, Lionel Torres, David Novo:
Memory Hierarchy Calibration Based on Real Hardware In-order Cores for Accurate Simulation. DATE 2021: 707-710 - [c424]Rohith Acharya, Fahd A. Mohiyaddin, Anton Potocnik, Kristiaan De Greve, Bogdan Govoreanu, Iuliana P. Radu, Georges G. E. Gielen, Francky Catthoor:
Circuit models for the co-simulation of superconducting quantum computing systems. DATE 2021: 968-973 - [c423]Leandro Mateus Giacomini Rocha, Guilherme Paim, Dwaipayan Biswas, Sergio Bampi, Francky Catthoor, Chris Van Hoof, Nick Van Helleputte:
LSTM-only Model for Low-complexity HR Estimation from Wrist PPG. EMBC 2021: 1068-1071 - [c422]Dolores Blanco-Almazán, Willemijn Groenendaal, Francky Catthoor, Raimon Jané:
Detection of Respiratory Phases to Estimate Breathing Pattern Parameters using Wearable Bioimpendace. EMBC 2021: 5508-5511 - [c421]Benjamin Gys, Fahd A. Mohiyaddin, Rohith Acharya, Roy Li, Kristiaan De Greve, Georges G. E. Gielen, Bogdan Govoreanu, Iuliana P. Radu, Francky Catthoor:
Circuit Model for the Efficient Co-Simulation of Spin Qubits and their Control & Readout Circuitry. ESSCIRC 2021: 63-66 - [c420]Benjamin Gys, Fahd A. Mohiyaddin, Rohith Acharya, Roy Li, Kristiaan De Greve, Georges G. E. Gielen, Bogdan Govoreanu, Iuliana P. Radu, Francky Catthoor:
Circuit Model for the Efficient Co-Simulation of Spin Qubits and their Control & Readout Circuitry. ESSDERC 2021: 63-66 - [c419]Stefan Nikolic, Francky Catthoor, Zsolt Tokei, Paolo Ienne:
Global Is the New Local: FPGA Architecture at 5nm and Beyond. FPGA 2021: 34-44 - [c418]Adarsha Balaji, Shihao Song, Twisha Titirsha, Anup Das, Jeffrey L. Krichmar, Nikil D. Dutt, James A. Shackleford, Nagarajan Kandasamy, Francky Catthoor:
NeuroXplorer 1.0: An Extensible Framework for Architectural Exploration with Spiking Neural Networks. ICONS 2021: 10:1-10:9 - [c417]Subrat Mishra, Pieter Weckx, Odysseas Zografos, Ji-Yung Lin, Alessio Spessot, Francky Catthoor:
Overhead Reduction with Optimal Margining Using A Reliability Aware Design Paradigm. IRPS 2021: 1-7 - [c416]Edouard Giacomin, Francky Catthoor, Pierre-Emmanuel Gaillardon:
Area-Efficient Multiplier Designs Using a 3D Nanofabric Process Flow. ISCAS 2021: 1-5 - [c415]Abhairaj Singh, Sumit Diware, Anteneh Gebregiorgis, Rajendra Bishnoi, Francky Catthoor, Rajiv V. Joshi, Said Hamdioui:
Low-Power Memristor-Based Computing for Edge-AI Applications. ISCAS 2021: 1-5 - [c414]Anthony Agnesina, Moritz Brunion, Jinwoo Kim, Alberto García Ortiz, Dragomir Milojevic, Francky Catthoor, Manu Perumkunnil, Sung Kyu Lim:
Power, Performance, Area and Cost Analysis of Memory-on-Logic Face-to-Face Bonded 3D Processor Designs. ISLPED 2021: 1-6 - [i20]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. CoRR abs/2103.05707 (2021) - [i19]Adarsha Balaji, Shihao Song, Twisha Titirsha, Anup Das, Jeffrey L. Krichmar, Nikil D. Dutt, James A. Shackleford, Nagarajan Kandasamy, Francky Catthoor:
NeuroXplorer 1.0: An Extensible Framework for Architectural Exploration with Spiking Neural Networks. CoRR abs/2105.01795 (2021) - [i18]Shihao Song, Jui Hanamshet, Adarsha Balaji, Anup Das, Jeffrey L. Krichmar, Nikil D. Dutt, Nagarajan Kandasamy, Francky Catthoor:
Dynamic Reliability Management in Neuromorphic Computing. CoRR abs/2105.02038 (2021) - [i17]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. CoRR abs/2107.07250 (2021) - [i16]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. CoRR abs/2109.13666 (2021) - [i15]Ali Safa, Hichem Sahli, André Bourdoux, Ilja Ocket, Francky Catthoor, Georges G. E. Gielen:
Learning Event-based Spatio-Temporal Feature Descriptors via Local Synaptic Plasticity: A Biologically-realistic Perspective of Computer Vision. CoRR abs/2111.00791 (2021) - [i14]M. Lakshmi Varshika, Adarsha Balaji, Federico Corradi, Anup Das, Jan Stuijt, Francky Catthoor:
Design of Many-Core Big Little μBrain for Energy-Efficient Embedded Neuromorphic Computing. CoRR abs/2111.11838 (2021) - [i13]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. CoRR abs/2112.01168 (2021) - 2020
- [j234]Lingjun Zhu, Lennart Bamberg, Anthony Agnesina, Francky Catthoor, Dragomir Milojevic, Manu Komalan, Julien Ryckaert, Alberto García-Ortiz, Sung Kyu Lim:
Heterogeneous 3D Integration for a RISC-V System With STT-MRAM. IEEE Comput. Archit. Lett. 19(1): 51-54 (2020) - [j233]Hoang Anh Du Nguyen, Jintao Yu, Muath Abu Lebdeh, Mottaqiallah Taouil, Said Hamdioui, Francky Catthoor:
A Classification of Memory-Centric Computing. ACM J. Emerg. Technol. Comput. Syst. 16(2): 13:1-13:26 (2020) - [j232]Ioannis Latifis, Karthick Parashar, Grigoris Dimitroulakos, Hans Cappelle, Christakis Lezos, Konstantinos Masselos, Francky Catthoor:
A Retargetable MATLAB-to-C Compiler Exploiting Custom Instructions and Data Parallelism. ACM Trans. Embed. Comput. Syst. 19(6): 50:1-50:27 (2020) - [j231]Adarsha Balaji, Francky Catthoor, Anup Das, Yuefeng Wu, Khanh Huynh, Francesco Dell'Anna, Giacomo Indiveri, Jeffrey L. Krichmar, Nikil D. Dutt, Siebren Schaafsma:
Mapping Spiking Neural Networks to Neuromorphic Hardware. IEEE Trans. Very Large Scale Integr. Syst. 28(1): 76-86 (2020) - [j230]Loris Duch, Miguel Peón Quirós, Pieter Weckx, Alexandre Levisse, Rubén Braojos, Francky Catthoor, David Atienza:
Analysis of Functional Errors Produced by Long-Term Workload-Dependent BTI Degradation in Ultralow Power Processors. IEEE Trans. Very Large Scale Integr. Syst. 28(10): 2122-2133 (2020) - [j229]Adarsha Balaji, Thibaut Marty, Anup Das, Francky Catthoor:
Run-time Mapping of Spiking Neural Networks to Neuromorphic Hardware. J. Signal Process. Syst. 92(11): 1293-1302 (2020) - [c413]Dolores Blanco-Almazán, Daniel Romero, Willemijn Groenendaal, Lien Lijnen, Christophe Smeets, David Ruttens, Francky Catthoor, Raimon Jané:
Relationship Between Heart Rate Recovery and Disease Severity in Chronic Obstructive Pulmonary Disease Patients. CinC 2020: 1-4 - [c412]Daniel Romero, Dolores Blanco-Almazán, Willemijn Groenendaal, Lien Lijnen, Christophe Smeets, David Ruttens, Francky Catthoor, Raimon Jané:
Cardiac Comorbidities in COPD Patients Explained Through HRV and Respiratory Indices. CinC 2020: 1-4 - [c411]Eleonora Testa, Samantha Lubaba Noor, Odysseas Zografos, Mathias Soeken, Francky Catthoor, Azad Naeemi, Giovanni De Micheli:
Multiplier Architectures: Challenges and Opportunities with Plasmonic-based Logic : (Special Session Paper). DATE 2020: 133-138 - [c410]Daniel Kraak, Mottaqiallah Taouil, Said Hamdioui, Pieter Weckx, Stefan Cosemans, Francky Catthoor:
Mitigation of Sense Amplifier Degradation Using Skewed Design. DATE 2020: 1614-1617 - [c409]Daniël Kraak, Mottaqiallah Taouil, Said Hamdioui, Pieter Weckx, Stefan Cosemans, Francky Catthoor:
eSRAM Reliability: Why is it still not optimally solved? DTIS 2020: 1-6 - [c408]Adarsha Balaji, Prathyusha Adiraju, Hirak Jyoti Kashyap, Anup Das, Jeffrey L. Krichmar, Nikil D. Dutt, Francky Catthoor:
PyCARL: A PyNN Interface for Hardware-Software Co-Simulation of Spiking Neural Network. IJCNN 2020: 1-10 - [c407]Subrat Mishra, Pieter Weckx, Ji-Yung Lin, Ben Kaczer, Dimitri Linten, Alessio Spessot, Francky Catthoor:
Fast & Accurate Methodology for Aging Incorporation in Circuits using Adaptive Waveform Splitting (AWS). IRPS 2020: 1-5 - [c406]Sarath Mohanachandran Nair, Rajendra Bishnoi, Mehdi B. Tahoori, Houman Zahedmanesh, Kristof Croes, Kevin Garello, Gouri Sankar Kar, Francky Catthoor:
Physics based modeling of bimodal electromigration failure distributions and variation analysis for VLSI interconnects. IRPS 2020: 1-5 - [c405]Manolis Katsaragakis, Lazaros Papadopoulos, Mario Konijnenburg, Francky Catthoor, Dimitrios Soudris:
Memory Footprint Optimization Techniques for Machine Learning Applications in Embedded Systems. ISCAS 2020: 1-4 - [c404]Edouard Giacomin, Jürgen Bömmels, Julien Ryckaert, Francky Catthoor, Pierre-Emmanuel Gaillardon:
Layout Considerations of Logic Designs Using an N-layer 3D Nanofabric Process Flow. VLSI-SOC 2020: 34-39 - [c403]Edouard Giacomin, Jürgen Bömmels, Julien Ryckaert, Francky Catthoor, Pierre-Emmanuel Gaillardon:
3D Nanofabric: Layout Challenges and Solutions for Ultra-scaled Logic Designs. VLSI-SoC (Selected Papers) 2020: 279-300 - [i12]Adarsha Balaji, Prathyusha Adiraju, Hirak Jyoti Kashyap, Anup Das, Jeffrey L. Krichmar, Nikil D. Dutt, Francky Catthoor:
PyCARL: A PyNN Interface for Hardware-Software Co-Simulation of Spiking Neural Network. CoRR abs/2003.09696 (2020) - [i11]Adarsha Balaji, Thibaut Marty, Anup Das, Francky Catthoor:
Run-time Mapping of Spiking Neural Networks to Neuromorphic Hardware. CoRR abs/2006.06777 (2020) - [i10]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. CoRR abs/2009.09298 (2020)
2010 – 2019
- 2019
- [j228]Dolores Blanco-Almazán, Willemijn Groenendaal, Francky Catthoor, Raimon Jané:
Wearable Bioimpedance Measurement for Respiratory Monitoring During Inspiratory Loading. IEEE Access 7: 89487-89496 (2019) - [j227]Adarsha Balaji, Shihao Song, Anup Das, Nikil D. Dutt, Jeff Krichmar, Nagarajan Kandasamy, Francky Catthoor:
A Framework to Explore Workload-Specific Performance and Lifetime Trade-offs in Neuromorphic Computing. IEEE Comput. Archit. Lett. 18(2): 149-152 (2019) - [j226]Michail Noltsis, Eleni Maragkoudaki, Dimitrios Rodopoulos, Francky Catthoor, Dimitrios Soudris:
Failure probability of a FinFET-based SRAM cell utilizing the most probable failure point. Integr. 69: 111-119 (2019) - [j225]Francesca Criscuolo, Irene Taurino, Van Anh Dam, Francky Catthoor, Marcel Zevenbergen, Sandro Carrara, Giovanni De Micheli:
Fast Procedures for the Electrodeposition of Platinum Nanostructures on Miniaturized Electrodes for Improved Ion Sensing. Sensors 19(10): 2260 (2019) - [j224]Michail Noltsis, Nikolaos Zambelis, Francky Catthoor, Dimitrios Soudris:
A Closed-Loop Controller to Ensure Performance and Temperature Constraints for Dynamic Applications. ACM Trans. Embed. Comput. Syst. 18(5): 40:1-40:24 (2019) - [j223]