Implementing Binarized Neural Networks with Magnetoresistive RAM without Error Correction
Tifenn Hirtzlin
,
Bogdan Penkovsky
,
Jacques-Olivier Klein
,
Nicolas Locatelli
,
Adrien Vincent
,
et al.
15th IEEE / ACM International Symposium on Nanoscale Architectures (NANOARCH) , Jul 2019, Qingdao, China
Communication dans un congrès
hal-02399718v1
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Spike-timing-dependent plasticity learning of coincidence detection with passively integrated memristive circuits
M. Prezioso
,
M. R Mahmoodi
,
F Merrikh Bayat
,
H. Nili
,
H. Kim
,
et al.
Article dans une revue
hal-02487839v1
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Spin-transfer torque magnetic memory as a stochastic memristive synapse
A.F. Vincent
,
J. Larroque
,
W.S. Zhao
,
N.B. Romdhane
,
O. Bichler
,
et al.
2014 IEEE International Symposium on Circuits and Systems (ISCAS) , Jun 2014, Melbourne, VIC, Australia. pp.1074-1077,
⟨10.1109/ISCAS.2014.6865325⟩
Communication dans un congrès
cea-01817867v1
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Use of Magnetoresistive Random-Access Memory as Approximate Memory for Training Neural Networks
Nicolas Locatelli
,
Adrien F Vincent
,
Damien S Querlioz
2018 25th IEEE International Conference on Electronics, Circuits and Systems (ICECS) , Dec 2018, Bordeaux, France. pp.553-556,
⟨10.1109/ICECS.2018.8617952⟩
Communication dans un congrès
hal-02487845v1
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Hardware Spiking Neural Networks: Slow Tasks Resilient Learning with Longer Term-Memory Bits
Pierre Lewden
,
Adrien F Vincent
,
Charly Meyer
,
Jean Tomas
,
Shidoush Siami
,
et al.
Communication dans un congrès
hal-02487821v1
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Learning from slow Dynamic Vision Sensor inputs with a hardware memristor-based Spiking Neural Network
Pierre Lewden
,
Charly Meyer
,
Adrien F Vincent
,
Jean Tomas
,
Sylvain Saïghi
GDR BioComp , 2019, Lille, France
Communication dans un congrès
hal-02527452v1
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Bioinspired Programming of Memory Devices for Implementing an Inference Engine
Damien Querlioz
,
Olivier Bichler
,
Adrien Francis Vincent
,
Christian Gamrat
Article dans une revue
hal-01822199v1
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Plasticity in memristive devices for spiking neural networks
S. Saïghi
,
C.G. Mayr
,
T. Serrano-Gotarredona
,
H. Schmidt
,
G. Lecerf
,
et al.
Article dans une revue
cea-01846866v1
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Theoretical analysis of spike-timing-dependent plasticity learning with memristive devices
D. Querlioz
,
O. Bichler
,
A.F. Vincent
,
C. Gamrat
Advances in Neuromorphic Hardware Exploiting Emerging Nanoscale Devices. Cognitive Systems Monographs , 31, Springer Verlag, pp.197-210, 2017,
⟨10.1007/978-81-322-3703-7_10⟩
Chapitre d'ouvrage
cea-01818393v1
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Spintronic Devices as Key Elements for Energy-Efficient Neuroinspired Architectures
Nicolas Locatelli
,
Adrien F Vincent
,
Alice Mizrahi
,
Joseph S Friedman
,
Damir Vodenicarevic
,
et al.
Communication dans un congrès
hal-01827047v1
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Spin-Transfer Torque Magnetic Memory as a Stochastic Memristive Synapse for Neuromorphic Systems
Adrien F Vincent
,
Jérôme Larroque
,
Nicolas Locatelli
,
Nesrine Ben Romdhane
,
Olivier Bichler
,
et al.
Article dans une revue
hal-01822200v1
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Approximate programming of magnetic memory elements for energy saving
N. Locatelli
,
A.F. Vincent
,
S. Galdin-Retailleau
,
J-O Klein
,
D. Querlioz
,
et al.
Communication dans un congrès
hal-01832350v1
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Preliminary Results Towards Reinforcement Learning with Mixed-Signal Memristive Neuromorphic Circuits
Nan Wu
,
Adrien F Vincent
,
Dmitri Strukov
Communication dans un congrès
hal-02487827v1
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Neural Network for ultra-low power and real time computation
Charly Meyer
,
Pierre Lewden
,
Adrien F Vincent
,
Jean Tomas
,
Sylvain Saïghi
GDR BioComp , 2019, Lille, France
Communication dans un congrès
hal-02527440v1
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Green AI : La nécessité de la soutenabilité énergétique dans l’IA
Sylvain Saïghi
,
Adrien Vincent
Cycle de séminaires du Magistère Mécatronique , 2019, Bruz, France
Communication dans un congrès
hal-02530977v1
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Mixed-Signal Neuromorphic Inference Accelerators: Recent Results and Future Prospects
M. Bavandpour
,
M.R. Mahmoodi
,
H. Nili
,
F. Merrikh Bayat
,
M. Prezioso
,
et al.
2018 IEEE International Electron Devices Meeting (IEDM) , Dec 2018, San Francisco, France. pp.20.4.1-20.4.4,
⟨10.1109/IEDM.2018.8614659⟩
Communication dans un congrès
hal-02487848v1
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Multilayer spintronic neural networks with radiofrequency connections
Andrew Ross
,
Nathan Leroux
,
Arnaud de Riz
,
Danijela Marković
,
Dédalo Sanz-Hernández
,
et al.
Article dans une revue
hal-04270425v1
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A High-Level Methodology to Evaluate and Optimize Digital Architectures Targeting Spike Encoding
Clémence Gillet
,
Adrien Vincent
,
Bertrand Le Gal
,
Sylvain Saïghi
Article dans une revue
hal-04406432v1
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