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.
Journal articles
cea-01846860v1
Actions
Share
Gmail
Facebook
Twitter
LinkedIn
More
Oxide based resistive memories for low power embedded applications and neuromorphic systems
E. Vianello
,
D. Garbin
,
N. Jovanovic
,
O. Bichler
,
O. Thomas
,
et al.
Journal articles
cea-01837009v1
Actions
Share
Gmail
Facebook
Twitter
LinkedIn
More
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
Actions
Share
Gmail
Facebook
Twitter
LinkedIn
More
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
Actions
Share
Gmail
Facebook
Twitter
LinkedIn
More
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.
Conference papers
cea-01817861v1
Actions
Share
Gmail
Facebook
Twitter
LinkedIn
More
From Memory in our Brain to Emerging Resistive Memories in Neuromorphic Systems
B. Desalvo
,
E. Vianello
,
D. Garbin
,
O. Bichler
,
L. Perniola
Conference papers
cea-01836858v1
Actions
Share
Gmail
Facebook
Twitter
LinkedIn
More
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
Actions
Share
Gmail
Facebook
Twitter
LinkedIn
More
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
Actions
Share
Gmail
Facebook
Twitter
LinkedIn
More
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
Actions
Share
Gmail
Facebook
Twitter
LinkedIn
More