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authFullName_s : D. Garbin

Spiking neural networks based on OxRAM synapses for real-time unsupervised spike sorting

T. Werner , E. Vianello , O. Bichler , D. Garbin , D. Cattaert , et al.
Frontiers in Neuroscience, 2016, 10 (NOV), ⟨10.3389/fnins.2016.00474⟩
Journal articles cea-01846860v1

Oxide based resistive memories for low power embedded applications and neuromorphic systems

E. Vianello , D. Garbin , N. Jovanovic , O. Bichler , O. Thomas , et al.
ECS Transactions, 2015, 69 (3), pp.3-10. ⟨10.1149/06903.0003ecst⟩
Journal articles cea-01837009v1

Probabilistic neuromorphic system using binary phase-change memory (PCM) synapses: Detailed power consumption analysis

D. Garbin , M. Suri , O. Bichler , D. Querlioz , C. Gamrat , et al.
2013 13th IEEE International Conference on Nanotechnology (IEEE-NANO 2013), Aug 2013, Beijing, China. pp.91-94, ⟨10.1109/NANO.2013.6721057⟩
Conference papers cea-01839868v1

Variability-tolerant Convolutional Neural Network for Pattern Recognition applications based on OxRAM synapses

D. Garbin , O. Bichler , E. Vianello , Q. Rafhay , C. Gamrat , et al.
2014 IEEE International Electron Devices Meeting, Dec 2014, San Francisco, United States. pp.28.4.1-28.4.4, ⟨10.1109/IEDM.2014.7047126⟩
Conference papers cea-01839848v1

Real-time decoding of brain activity by embedded Spiking Neural Networks using OxRAM synapses

T. Werner , D. Garbin , E. Vianello , O. Bichler , D. Cattaert , et al.
2016 IEEE International Symposium on Circuits and Systems (ISCAS), May 2016, Montreal, Canada. pp.2318-2321, ⟨10.1109/ISCAS.2016.7539048⟩
Conference papers cea-01817861v1

From Memory in our Brain to Emerging Resistive Memories in Neuromorphic Systems

B. Desalvo , E. Vianello , D. Garbin , O. Bichler , L. Perniola
2015 IEEE International Memory Workshop (IMW), May 2015, Monterey, United States. ⟨10.1109/IMW.2015.7150286⟩
Conference papers cea-01836858v1

On the impact of OxRAM-based synapses variability on convolutional neural networks performance

D. Garbin , E. Vianello , O. Bichler , M. Azzaz , Q. Rafhay , et al.
2015 IEEE/ACM International Symposium on Nanoscale Architectures (NANOARCH´15), Jul 2015, Boston, MA, United States. pp.193-198, ⟨10.1109/NANOARCH.2015.7180611⟩
Conference papers cea-01839851v1
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Investigation of the potentialities of Vertical Resistive RAM (VRRAM) for neuromorphic applications

G. Piccolboni , G. Molas , M. Portal , R. Coquand , Marc Bocquet , et al.
2015 IEEE International Electron Devices Meeting (IEDM), Dec 2015, Washington, United States. pp.17.2.1-17.2.4, ⟨10.1109/IEDM.2015.7409717⟩
Conference papers hal-01804658v1

Multiple binary OxRAMs as synapses for convolutional neural networks

E. Vianello , D. Garbin , O. Bichler , G. Piccolboni , G. Molas , et al.
Advances in Neuromorphic Hardware Exploiting Emerging Nanoscale Devices. Cognitive Systems Monographs, 31, Springer Verlag, pp.109-127, 2017, ⟨10.1007/978-81-322-3703-7_6⟩
Book sections cea-01818392v1