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hal-01822199v1  Journal articles
Damien QuerliozOlivier BichlerAdrien Francis VincentChristian Gamrat. Bioinspired Programming of Memory Devices for Implementing an Inference Engine
Proceedings of the IEEE, Institute of Electrical and Electronics Engineers, 2015, 103 (8), pp.1398 - 1416. ⟨10.1109/JPROC.2015.2437616⟩
cea-01844059v1  Conference papers
E. GadeskiHervé Le BorgneA. Popescu. CEA LIST's participation to the scalable concept image annotation task of Image CLEF 2015
16th Conference and Labs of the Evaluation Forum, CLEF 2015, Sep 2015, Toulouse, France
tel-03547545v1  Theses
Julien Girard-Satabin. Verification and validation of Machine Learning techniques
Artificial Intelligence [cs.AI]. Université Paris-Saclay, 2021. English. ⟨NNT : 2021UPASG080⟩
cea-01839848v1  Conference papers
D. GarbinO. BichlerE. VianelloQ. RafhayC. Gamrat et al.  Variability-tolerant Convolutional Neural Network for Pattern Recognition applications based on OxRAM synapses
2014 IEEE International Electron Devices Meeting, Dec 2014, San Francisco, United States. pp.28.4.1-28.4.4, ⟨10.1109/IEDM.2014.7047126⟩
cea-01817861v1  Conference papers
T. WernerD. GarbinE. VianelloO. BichlerD. Cattaert et al.  Real-time decoding of brain activity by embedded Spiking Neural Networks using OxRAM synapses
2016 IEEE International Symposium on Circuits and Systems (ISCAS), May 2016, Montreal, Canada. pp.2318-2321, ⟨10.1109/ISCAS.2016.7539048⟩
cea-01839860v1  Conference papers
F. ClermidyR. HeliotA. ValentianC. GamratO. Bichler et al.  Advanced technologies for brain-inspired computing
2014 19th Asia and South Pacific Design Automation Conference (ASP-DAC), Jan 2014, Suntec, Singapore. pp.563-569, ⟨10.1109/ASPDAC.2014.6742951⟩
cea-01846867v1  Journal articles
H.-P. TrinhM. DurantonM. Paindavoine. Efficient data encoding for convolutional neural network application
ACM Transactions on Architecture and Code Optimization, Association for Computing Machinery, 2014, 11 (4), ⟨10.1145/2685394⟩
tel-02988296v1  Theses
Maxime Labonne. Anomaly-based network intrusion detection using machine learning
Cryptography and Security [cs.CR]. Institut Polytechnique de Paris, 2020. English. ⟨NNT : 2020IPPAS011⟩
hal-02328765v1  Conference papers
G. Petiot. Analyse formelle de concepts incertains pour l'analyse d'un questionnaire d'évaluation des enseignements
Conférence Nationale en Intelligence Artificielle, Jul 2019, Toulouse, France
cea-01839842v1  Conference papers
E. VianelloT. WernerA. GrossiE. NowakB. de Salvo et al.  Bio-inspired programming of resistive memory devices for implementing spiking neural networks
GLSVLSI '17 Proceedings of the on Great Lakes Symposium on VLSI 2017 Pages 393-398 , May 2017, Banff, Alberta, Canada. pp.393-398, ⟨10.1145/3060403.3066871⟩
cea-01839845v1  Conference papers
M. PaindavoineO. BoisardA. CarbonJ.-M. PhilippeO. Brousse. NeuroDSP accelerator for face detection application
GLSVLSI '15 Proceedings of the 25th edition on Great Lakes Symposium on VLSI, May 2015, Pittsburgh, United States. pp.211-215, ⟨10.1145/2742060.2743769⟩
hal-01890535v1  Conference papers
Patricia JiménezHassan SleimanRafael Corchuelo. Feeding Software Agents with Web Information
13th International Conference on Practical Applications of Agents and Multi-Agent Systems (PAAMS 2015), Jun 2015, Salamanca, Spain. pp 135-142, ⟨10.1007/978-3-319-19629-9_15⟩
hal-01949772v1  Book sections
A. CarbonJ.-M. PhilippeO. BichlerR. SchmitB. Tain et al.  PNeuro: A scalable energy-efficient programmable hardware accelerator for neural networks
2018 Design, Automation & Test in Europe Conference & Exhibition (DATE 2018) :, Institute of Electrical and Electronics Engineers ( IEEE ), 2018, 9781538669426
cea-01839862v1  Conference papers
D. RoclinO. BichlerC. GamratJ.-O. Klein. Sneak paths effects in CBRAM memristive devices arrays for spiking neural networks
2014 IEEE/ACM International Symposium on Nanoscale Architectures (NANOARCH), Oct 2014, Paris, France. pp.13-18, ⟨10.1109/NANOARCH.2014.6880501⟩
cea-01841166v1  Conference papers
F. ChabotM. ChaouchJ. RabarisoaC. TeuliereT. Chateau. Accurate 3D car pose estimation
2016 IEEE International Conference on Image Processing (ICIP), Sep 2016, Phoenix, AZ, United States. pp.3807-3811, ⟨10.1109/ICIP.2016.7533072⟩
cea-01813718v1  Conference papers
I. Chamiy. TamaazoustiHervé Le Borgne. AMECON: Abstract meta-concept features for text-illustration
ICMR 2017 - Proceedings of the 2017 ACM International Conference on Multimedia Retrieval, Jun 2017, Bucharest, Romania. pp.347-355, ⟨10.1145/3078971.3078993⟩
cea-01844455v1  Conference papers
A. LachaudD. MercierS. CanuF. Suard. A robust regularization path for the Doubly Regularized Support Vector Machine
22nd European Symposium on Artificial Neural Networks, Computational Intelligence and Machine Learning, ESANN 2014, Apr 2014, Bruges, Belgium. pp.313-318
cea-01817863v1  Conference papers
B. DesalvoE. VianelloO. ThomasF. ClermidyO. Bichler et al.  Emerging resistive memories for low power embedded applications and neuromorphic systems
2015 IEEE International Symposium on Circuits and Systems (ISCAS), May 2015, Lisbon, Portugal. pp.3088-3091, ⟨10.1109/ISCAS.2015.7169340⟩
cea-01844042v1  Conference papers
J.-M. PhilippeA. CarbonO. BrousseM. Paindavoine. Exploration and design of embedded systems including neural algorithms
2015 Design, Automation and Test in Europe Conference and Exhibition, DATE 2015, Mar 2015, Grenoble, France. pp.986-991, ⟨10.7873/DATE.2015.0765⟩
cea-01818477v1  Book sections
Clément HébertSébastien RuffinattoPhilippe Bergonzo. Diamond biosensors
Carbon for Sensing Devices, Springer International Publishing, pp.227-264, 2015, 9783319086484; 9783319086477. ⟨10.1007/978-3-319-08648-4_9⟩
cea-01839869v1  Conference papers
D. RoclinO. BichlerC. GamratS.J. ThorpeJ.-O. Klein. Design study of efficient digital order-based STDP neuron implementations for extracting temporal features
The 2013 International Joint Conference on Neural Networks (IJCNN), Aug 2013, Dallas, TX, United States. ⟨10.1109/IJCNN.2013.6707071⟩
hal-01962077v1  Conference papers
Cosme LouartRomain Couillet. A Random Matrix and Concentration Inequalities framework for Neural Networks Analysis
ICASSP 2018 - IEEE International Conference on Acoustics, Speech and Signal Processing, Apr 2018, Calgary, Canada. ⟨10.1109/ICASSP.2018.8462001⟩
cea-02555669v1  Conference papers
Maxime LabonneAlexis OlivereauBaptiste PolveDjamal Zeghlache. Unsupervised protocol-based intrusion detection for real-world networks
ICNC 2020: International Conference on Computing, Networking and Communications, Feb 2020, Big Island, United States. pp.299-303, ⟨10.1109/ICNC47757.2020.9049796⟩
cea-01836858v1  Conference papers
B. DesalvoE. VianelloD. GarbinO. BichlerL. Perniola. From Memory in our Brain to Emerging Resistive Memories in Neuromorphic Systems
2015 IEEE International Memory Workshop (IMW), May 2015, Monterey, United States. ⟨10.1109/IMW.2015.7150286⟩
cea-01836851v1  Conference papers
E. VianelloT. WernerO. BichlerA. ValentianG. Molas et al.  Resistive memories for spike-based neuromorphic circuits
2017 IEEE International Memory Workshop (IMW), May 2017, Monterey,, United States. ⟨10.1109/IMW.2017.7939100⟩
cea-01839851v1  Conference papers
D. GarbinE. VianelloO. BichlerM. AzzazQ. Rafhay et al.  On the impact of OxRAM-based synapses variability on convolutional neural networks performance
2015 IEEE/ACM International Symposium on Nanoscale Architectures (NANOARCH´15), Jul 2015, Boston, MA, United States. pp.193-198, ⟨10.1109/NANOARCH.2015.7180611⟩
tel-01943841v1  Theses
Emanuela Boroş. Neural Methods for Event Extraction
Artificial Intelligence [cs.AI]. Université Paris Saclay (COmUE), 2018. English. ⟨NNT : 2018SACLS302⟩