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Charlotte Frenkel · SciRah

Researcher profile · Semantic Scholar

Charlotte Frenkel

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Charlotte Frenkel — researcher profile on SciRah

h-index: 18
Works: 32
Citations: 1,769

Most-cited papers

A 0.086-mm$^2$ 12.7-pJ/SOP 64k-Synapse 256-Neuron Online-Learning Digital Spiking Neuromorphic Processor in 28-nm CMOS
Charlotte Frenkel, M. Lefebvre, J. Legat, D. Bol
2018IEEE Transactions on Biomedical Circuits and Systems323 citations Open access
Semantic Scholar
A 0.086-mm2 9.8-pJ/SOP 64k-Synapse 256-Neuron Online-Learning Digital Spiking Neuromorphic Processor in 28nm CMOS
Charlotte Frenkel, J. Legat, D. Bol
2018arXiv.org202 citations
Semantic Scholar
ReckOn: A 28nm Sub-mm2 Task-Agnostic Spiking Recurrent Neural Network Processor Enabling On-Chip Learning over Second-Long Timescales
Charlotte Frenkel, G. Indiveri
2022IEEE International Solid-State Circuits Conference185 citations Open access
Semantic Scholar
Hand-Gesture Recognition Based on EMG and Event-Based Camera Sensor Fusion: A Benchmark in Neuromorphic Computing
Enea Ceolini, Charlotte Frenkel, S. Shrestha, Gemma Taverni +3 more
2020Frontiers in Neuroscience172 citations Open access
Semantic Scholar
MorphIC: A 65-nm 738k-Synapse/mm$^2$ Quad-Core Binary-Weight Digital Neuromorphic Processor With Stochastic Spike-Driven Online Learning
Charlotte Frenkel, J. Legat, D. Bol
2019IEEE Transactions on Biomedical Circuits and Systems155 citations Open access
Semantic Scholar
Learning Without Feedback: Fixed Random Learning Signals Allow for Feedforward Training of Deep Neural Networks
Charlotte Frenkel, M. Lefebvre, D. Bol
2021Frontiers in Neuroscience113 citations Open access
Semantic Scholar
Spiking Neural Network Integrated Circuits: A Review of Trends and Future Directions
Arindam Basu, Lei Deng, Charlotte Frenkel, Xueyong Zhang
2022IEEE Custom Integrated Circuits Conference110 citations Open access
Semantic Scholar
Bottom-Up and Top-Down Approaches for the Design of Neuromorphic Processing Systems: Tradeoffs and Synergies Between Natural and Artificial Intelligence
Charlotte Frenkel, D. Bol, G. Indiveri
2021Proceedings of the IEEE77 citations Open access
Semantic Scholar
SleepTalker: A ULV 802.15.4a IR-UWB Transmitter SoC in 28-nm FDSOI Achieving 14 pJ/b at 27 Mb/s With Channel Selection Based on Adaptive FBB and Digitally Programmable Pulse Shaping
G. de Streel, François Stas, Thibaut Gurne, François Durant +3 more
2017IEEE Journal of Solid-State Circuits64 citations
Semantic Scholar
A 28-nm Convolutional Neuromorphic Processor Enabling Online Learning with Spike-Based Retinas
Charlotte Frenkel, J. Legat, D. Bol
2020International Symposium on Circuits and Systems51 citations Open access
Semantic Scholar
Bottom-Up and Top-Down Neural Processing Systems Design: Neuromorphic Intelligence as the Convergence of Natural and Artificial Intelligence
Charlotte Frenkel, D. Bol, G. Indiveri
2021arXiv.org40 citations
Semantic Scholar
SleepRunner: A 28-nm FDSOI ULP Cortex-M0 MCU With ULL SRAM and UFBR PVT Compensation for 2.6–3.6-μW/DMIPS 40–80-MHz Active Mode and 131-nW/kB Fully Retentive Deep-Sleep Mode
D. Bol, Maxime Schramme, Ludovic Moreau, Pengcheng Xu +5 more
2021IEEE Journal of Solid-State Circuits32 citations Open access
Semantic Scholar
PCM-Trace: Scalable Synaptic Eligibility Traces with Resistivity Drift of Phase-Change Materials
Yiğit Demirağ, Filippo Moro, Thomas Dalgaty, G. Navarro +4 more
2021International Symposium on Circuits and Systems28 citations Open access
Semantic Scholar
19.6 A 40-to-80MHz Sub-4μW/MHz ULV Cortex-M0 MCU SoC in 28nm FDSOI With Dual-Loop Adaptive Back-Bias Generator for 20μs Wake-Up From Deep Fully Retentive Sleep Mode
D. Bol, Maxime Schramme, Ludovic Moreau, Thomas Haine +5 more
2019IEEE International Solid-State Circuits Conference27 citations
Semantic Scholar
Learning without feedback: Direct random target projection as a feedback-alignment algorithm with layerwise feedforward training
Charlotte Frenkel, M. Lefebvre, D. Bol
2019arXiv.org26 citations
Semantic Scholar
Sparsity provides a competitive advantage
Charlotte Frenkel
2021Nature Machine Intelligence21 citations
Semantic Scholar
A fully-synthesized 20-gate digital spike-based synapse with embedded online learning
Charlotte Frenkel, G. Indiveri, J. Legat, D. Bol
2017International Symposium on Circuits and Systems19 citations
Semantic Scholar
Online Training of Spiking Recurrent Neural Networks with Phase-Change Memory Synapses
Yiğit Demirağ, Charlotte Frenkel, M. Payvand, G. Indiveri
2021arXiv.org18 citations
Semantic Scholar
A 65-nm 738k-Synapse/mm2 Quad-Core Binary-Weight Digital Neuromorphic Processor with Stochastic Spike-Driven Online Learning
Charlotte Frenkel, J. Legat, D. Bol
2019International Symposium on Circuits and Systems18 citations
Semantic Scholar
Online Spatio-Temporal Learning with Target Projection
T. Ortner, Lorenzo Pes, Joris Gentinetta, Charlotte Frenkel +1 more
2023International Conference on Artificial Intelligence Circuits and Systems16 citations Open access
Semantic Scholar
Stochastic dendrites enable online learning in mixed-signal neuromorphic processing systems
M. Cartiglia, Arianna Rubino, Shyam Narayanan, Charlotte Frenkel +3 more
2022International Symposium on Circuits and Systems15 citations Open access
Semantic Scholar
A compact phenomenological digital neuron implementing the 20 Izhikevich behaviors
Charlotte Frenkel, J. Legat, D. Bol
2017Biomedical Circuits and Systems Conference14 citations
Semantic Scholar
Biologically-inspired training of spiking recurrent neural networks with neuromorphic hardware
T. Bohnstingl, A. Surina, Maxime Fabre, Yiğit Demirağ +4 more
2022International Conference on Artificial Intelligence Circuits and Systems12 citations Open access
Semantic Scholar
A Partial Reconfiguration-based scheme to mitigate Multiple-Bit Upsets for FPGAs in low-cost space applications
Charlotte Frenkel, J. Legat, D. Bol
2015Reconfigurable Communication-centric Systems-on-Chip11 citations
Semantic Scholar
Exploring Information-Theoretic Criteria to Accelerate the Tuning of Neuromorphic Level-Crossing ADCs
Ali Safa, Jonah Van Assche, Charlotte Frenkel, A. Bourdoux +2 more
2023Neuro Inspired Computational Elements Workshop8 citations Open access
Semantic Scholar
Event-based Classification with Recurrent Spiking Neural Networks on Low-end Micro-Controller Units
Chiara Boretti, Luciano Prono, Charlotte Frenkel, G. Indiveri +4 more
2023International Symposium on Circuits and Systems8 citations Open access
Semantic Scholar
A 120dB Programmable-Range On-Chip Pulse Generator for Characterizing Ferroelectric Devices
Shyam Narayanan, Erika Covi, V. Havel, Charlotte Frenkel +6 more
2022International Symposium on Circuits and Systems4 citations
Semantic Scholar
THOR - A Neuromorphic Processor with 7.29G TSOP$^2$/mm$^2$Js Energy-Throughput Efficiency
Mayank Senapati, M. Gomony, Sherif Eissa, Charlotte Frenkel +1 more
2022arXiv.org4 citations Open access
Semantic Scholar
Comparative analysis of redundancy schemes for soft-error detection in low-cost space applications
Charlotte Frenkel, J. Legat, D. Bol
2016IEEE/IFIP International Conference on Very Large Scale Integration of System-on-Chip4 citations
Semantic Scholar
SleepTalker: A 28nm FDSOI ULV 802.15.4a IR-UWB transmitter SoC achieving 14pJ/bit at 27Mb/s with adaptive-FBB-based channel selection and programmable pulse shape
G. de Streel, François Stas, Thibaut Gurne, François Durant +2 more
20162016 IEEE Symposium on VLSI Circuits (VLSI-Circuits)3 citations
Semantic Scholar
A 2.24-pJ/bit 2.5-Gb/s UWB receiver in 28-nm FDSOI CMOS for low-energy chip-to-chip communications
C. Gimeno, D. Flandre, Maxime Schramme, Charlotte Frenkel +1 more
20202 citations Open access
Semantic Scholar
Radiation-hardening of off-the-shelf FPGA systems
Charlotte Frenkel, J. Legat, D. Bol
20170 citations
Semantic Scholar

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