A 1.83 J/Classification, 8-Channel, Patient-Specific Epileptic Seizure Classification SoC Using a Non-Linear Support Vector Machine, IEEE Transactions on Biomedical Circuits and Systems, vol.10, issue.1, pp.49-60, 2016. ,
Normalized Iterative Hard Thresholding: Guaranteed Stability and Performance, IEEE Journal of Selected Topics in Signal Processing, vol.4, issue.2, pp.298-309, 2010. ,
DOI : 10.1109/JSTSP.2010.2042411
URL : https://eprints.soton.ac.uk/142499/1/BD_NIHT09.pdf
SHIMMER TM : A Wireless Sensor Platform for Noninvasive Biomedical Research, IEEE Sensors Journal, vol.10, issue.9, pp.1527-1534, 2010. ,
24.2 Context-aware hierarchical information-sensing in a 6 µW 90nm CMOS voice activity detector, 2015 IEEE International Solid-State Circuits Conference -(ISSCC) Digest of Technical Papers, pp.1-3, 2015. ,
Ultra-low power design of wearable cardiac monitoring systems, 51st ACM/EDAC/IEEE Design Automation Conference (DAC), pp.1-6, 2014. ,
A 0.24-nJ/b Wireless Body-Area- Network Transceiver With Scalable Double-FSK Modulation, IEEE Journal of Solid- State Circuits, vol.47, issue.1, pp.310-322, 2012. ,
Low- Power ECG-Based Processor for Predicting Ventricular Arrhythmia, IEEE Transactions on Very Large Scale Integration (VLSI) Systems, pp.1962-1974, 2016. ,
Micropower integrated bioamplifier and autoranging ADC for wireless and implantable medical instrumentation, 2010 Proceedings of ESSCIRC, pp.334-337, 2010. ,
DOI : 10.1109/esscirc.2010.5619711
URL : http://www.isn.ucsd.edu/pubs/esscirc10.pdf
Toward sub-pJ per classification in Body Area Sensor Networks, 2016 14th IEEE International New Circuits and Systems Conference (NEWCAS), pp.1-4, 2016. ,
Design and Analysis of a Hardware-Efficient Compressed Sensing Architecture for Data Compression in Wireless Sensors, IEEE Journal of Solid-State Circuits, vol.47, issue.3, pp.744-756, 2012. ,
DOI : 10.1109/JSSC.2011.2179451
Français : Schéma du coeur humain. https://commons. wikimedia.org/wiki/File:Coeur_schema.png?uselang=fr, 2004. ,
Atomic Decomposition by Basis Pursuit, SIAM Review, vol.43, issue.1, pp.129-159, 2001. ,
DOI : 10.1137/S003614450037906X
A sub-nJ CMOS ECG classifier for wireless smart sensor, 2017 39th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC), 2017. ,
DOI : 10.1109/EMBC.2017.8037694
URL : https://hal.archives-ouvertes.fr/hal-01616520
An ultra-low power iterative clique-based neural network integrated in 65-nm CMOS, 15th IEEE International New Circuits and Systems Conference (NEWCAS), pp.5-8, 2017. ,
Design of a Low-Power On-Body ECG Classifier for Remote Cardiovascular Monitoring Systems, IEEE Journal on Emerging and Selected Topics in Circuits and Systems, vol.3, issue.1, pp.75-85, 2013. ,
DOI : 10.1109/JETCAS.2013.2242772
URL : https://eprints.soton.ac.uk/347400/1/JETCAS_667.pdf
2015 is the year that wearables begin to grow up. https ,
Automatic classification of heartbeats using ECG morphology and heartbeat interval features, IEEE Transactions on Biomedical Engineering, vol.51, issue.7, pp.1196-1206, 2004. ,
Robust uncertainty principles: exact signal reconstruction from highly incomplete frequency information, IEEE Transactions on Information Theory, vol.52, issue.2, pp.489-509, 2006. ,
DOI : 10.1109/TIT.2005.862083
URL : http://www.ee.duke.edu/~lcarin/01580791.pdf
Near-Optimal Signal Recovery From Random Projections: Universal Encoding Strategies?, IEEE Transactions on Information Theory, vol.52, issue.12, pp.5406-5425, 2006. ,
DOI : 10.1109/TIT.2006.885507
URL : https://authors.library.caltech.edu/6806/1/CANieeetit06b.pdf
Matrix-Inversion-Free Compressed Sensing With Variable Orthogonal Multi-Matching Pursuit Based on Prior Information for ECG Signals, IEEE Transactions on Biomedical Circuits and Systems, vol.10, issue.4, pp.864-873, 2016. ,
DOI : 10.1109/TBCAS.2016.2539244
An Introduction To Compressive Sampling, IEEE Signal Processing Magazine, vol.25, issue.2, pp.21-30, 2008. ,
DOI : 10.1109/MSP.2007.914731
Compressed Sensing System Considerations for ECG and EMG Wireless Biosensors, IEEE Transactions on Biomedical Circuits and Systems, vol.6, issue.2, pp.156-166, 2012. ,
DOI : 10.1109/TBCAS.2012.2193668
Compressed sensing, IEEE Transactions on Information Theory, vol.52, issue.4, pp.1289-1306, 2006. ,
Compressed Sensing Analog Front-End for Bio-Sensor Applications, IEEE Journal of Solid-State Circuits, vol.49, issue.2, pp.426-438, 2014. ,
ECG beat classifier designed by combined neural network model, Pattern Recognition, vol.38, issue.2, pp.199-208, 2005. ,
DOI : 10.1016/j.patcog.2004.06.009
Sparse Neural Networks With Large Learning Diversity, IEEE Transactions on Neural Networks, vol.22, issue.7, pp.1087-1096, 2011. ,
DOI : 10.1109/TNN.2011.2146789
URL : https://hal.archives-ouvertes.fr/hal-00609246
Flexible Baseband Analog Circuits for Software-Defined Radio Front-Ends, IEEE Journal of Solid-State Circuits, vol.42, issue.7, pp.1501-1512, 2007. ,
DOI : 10.1109/JSSC.2007.899103
A Low-Power CT Incremental 3rd Order <formula formulatype="inline"> <tex Notation="TeX">$\Sigma\Delta$</tex></formula> ADC for Biosensor Applications, IEEE Transactions on Circuits and Systems I: Regular Papers, vol.60, issue.1, pp.25-36, 2013. ,
DOI : 10.1109/TCSI.2012.2215753
URL : http://kth.diva-portal.org/smash/get/diva2:584207/FULLTEXT02
A 48.6-to-105.2 µW Machine Learning Assisted Cardiac Sensor SoC for Mobile Healthcare Applications, IEEE Journal of Solid-State Circuits, vol.49, issue.4, pp.801-811, 2014. ,
A low-cost and energy-efficient EEG processor for continuous seizure detection using wavelet transform and AdaBoost, 2016 IEEE Biomedical Circuits and Systems Conference (BioCAS), pp.344-347, 2016. ,
An Ultralow Power System on Chip for Automatic Sleep Staging, IEEE Journal of Solid-State Circuits, vol.52, issue.3, pp.822-833, 2017. ,
DOI : 10.1109/JSSC.2017.2647923
URL : http://spiral.imperial.ac.uk/bitstream/10044/1/43751/2/FINAL%20VERSION.pdf
Body Area Sensor Networks: Requirements, Operations, and Challenges, IEEE Potentials, vol.33, issue.2, pp.21-25, 2014. ,
DOI : 10.1109/MPOT.2013.2286692
A High-SNR Projection-Based Atom Selection OMP Processor for Compressive Sensing, IEEE Transactions on Very Large Scale Integration (VLSI) Systems, pp.3477-3488, 2016. ,
DOI : 10.1109/TVLSI.2016.2554401
Energy Transceiver With 3.7-mW All-Digital Transmitter, 2.75- mW High-IF Discrete-Time Receiver, and TX/RX Switchable On-Chip Matching Network, IEEE Journal of Solid-State Circuits, vol.52, issue.4, pp.1144-1162, 2017. ,
The principles of software QRS detection, IEEE Engineering in Medicine and Biology Magazine, vol.21, issue.1, pp.42-57, 2002. ,
DOI : 10.1109/51.993193
Cardiac arrhythmia prediction using improved multilayer perceptron neural network, International Journal of Electronics Communication , Instrumention Engineering Research and Development, vol.3, issue.4, pp.73-80, 2013. ,
A Configurable and Low-Power Mixed Signal SoC for Portable ECG Monitoring Applications, IEEE Transactions on Biomedical Circuits and Systems, vol.8, issue.2, pp.257-267, 2014. ,
CMOS analog implementation of clique-based neural networks. Theses, Télécom Bretagne, 2015. ,
URL : https://hal.archives-ouvertes.fr/tel-01266294
A 65-nm CMOS 7fJ per synaptic event clique-based neural network in scalable architecture, 2017 IEEE International Symposium on Circuits and Systems, 2017. ,
Transforming Health Care: Body Sensor Networks, Wearables, and the Internet of Things, IEEE Pulse, vol.7, issue.1, pp.4-8, 2016. ,
DOI : 10.1109/MPUL.2015.2498474
URL : http://spiral.imperial.ac.uk/bitstream/10044/1/33458/3/Transforming%20Heathcare%20v3_ed_BL_Oct%2030%202015.pdf
Theory and Implementation of an Analog-to-Information Converter using Random Demodulation, IEEE International Symposium on Circuits and Systems, pp.1959-1962, 2007. ,
Analog implementation of encoded neural networks, 2013 IEEE International Symposium on Circuits and Systems (ISCAS2013), pp.1612-1615, 2013. ,
DOI : 10.1109/ISCAS.2013.6572170
URL : https://hal.archives-ouvertes.fr/hal-00836649
A Continuously and Widely Tunable 5 dB-NF 89 ,
Ultra-Low-Energy Mixed-Signal IC Implementing Encoded Neural Networks, IEEE Transactions on Circuits and Systems I: Regular Papers, vol.63, issue.11, pp.1974-1985, 2016. ,
DOI : 10.1109/TCSI.2016.2600663
URL : https://hal.archives-ouvertes.fr/hal-01394054
A Survey of Body Sensor Networks, Sensors, vol.366, issue.5, pp.5406-5447, 2013. ,
DOI : 10.1007/s002160051556
A 180 nm CMOS analog adaptive sampler for blood pressure feature extraction, 2016 38th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC), pp.4841-4844, 2016. ,
DOI : 10.1109/EMBC.2016.7591811
URL : https://hal.archives-ouvertes.fr/hal-01377959
ECG-based heartbeat classification for arrhythmia detection : A survey, Computer Methods and Programs in Biomedicine, vol.127, pp.144-164, 2016. ,
A Low-Power Processor With Configurable Embedded Machine-Learning Accelerators for High-Order and Adaptive Analysis of Medical-Sensor Signals, IEEE Journal of Solid-State Circuits, vol.48, issue.7, pp.1625-1637, 2013. ,
DOI : 10.1109/JSSC.2013.2253226
ECG beat classification using PCA, LDA, ICA and Discrete Wavelet Transform, Biomedical Signal Processing and Control, vol.8, issue.5, pp.437-448, 2013. ,
DOI : 10.1016/j.bspc.2013.01.005
Artificial neural network for classification of depressive and normal in EEG, 2016 IEEE EMBS Conference on Biomedical Engineering and Sciences (IECBES), pp.286-290, 2016. ,
DOI : 10.1109/IECBES.2016.7843459
Compressed Sensing for Real-Time Energy-Efficient ECG Compression on Wireless Body Sensor Nodes, IEEE Transactions on Biomedical Engineering, vol.58, issue.9 ,
DOI : 10.1109/TBME.2011.2156795
URL : https://infoscience.epfl.ch/record/165139/files/TBME2011-9A0AAd01.pdf
MIT-BIH Atrial Fibrillation Database, 1992. ,
Micropower CMOS Integrated Low-Noise Amplification, Filtering, and Digitization of Multimodal Neuropotentials, IEEE Transactions on Biomedical Circuits and Systems, vol.3, issue.1, pp.1-10, 2009. ,
DOI : 10.1109/TBCAS.2008.2005297
URL : http://europepmc.org/articles/pmc2747318?pdf=render
Optimization of ECG Classification by Means of Feature Selection, IEEE Transactions on Biomedical Engineering, issue.8, pp.582168-2177, 2011. ,
CoSaMP, Communications of the ACM, vol.53, issue.12, pp.301-321, 2009. ,
DOI : 10.1145/1859204.1859229
Qrs detection and heart rate variability analysis : a survey, Biomed Sci Eng, vol.2, issue.1, pp.13-34, 2014. ,
Les 10 principales causes de mortalité, 2017. ,
26.1 A 5.5mw ADPLL-based receiver with hybrid-loop interference rejection for BLE application in 65nm CMOS, 2016 IEEE International Solid-State Circuits Conference (ISSCC), pp.436-437, 2016. ,
Neural associative memories and sparse coding, Neural Networks, vol.37, pp.165-171, 2013. ,
DOI : 10.1016/j.neunet.2012.08.013
Sleep apnea detection using a feed-forward neural network on ECG signal, 2016 IEEE 18th International Conference on e-Health Networking, Applications and Services (Healthcom), pp.1-6, 2016. ,
DOI : 10.1109/HealthCom.2016.7749468
Consumer Intelligence Series : The wearable life 2.0. https://www.pwc.com/us/en/industry/entertainment-media/publications/ consumer-intelligence-series/wearables.html. En ligne, accès le 12, PS84] O. Pahlm and L. Sörnmo. Software QRS detection in ambulatory monitoring ? a review, pp.289-297, 1984. ,
Non-Uniform Wavelet Sampling for RF Analog-to-Information Conversion, IEEE Transactions on Circuits and Systems I: Regular Papers, vol.65, issue.2, 2017. ,
DOI : 10.1109/TCSI.2017.2729779
URL : http://arxiv.org/pdf/1709.00781
A Flexible Multichannel EEG Feature Extractor and Classifier for Seizure Detection, IEEE Transactions on Circuits and Systems II: Express Briefs, vol.62, issue.2, pp.109-113, 2015. ,
DOI : 10.1109/TCSII.2014.2385211
A Real-Time QRS Detection Algorithm, IEEE Transactions on Biomedical Engineering, vol.32, issue.3, pp.230-236, 1985. ,
DOI : 10.1109/TBME.1985.325532
A prototype hardware for random demodulation based compressive analog-to-digital conversion, 2008 51st Midwest Symposium on Circuits and Systems, pp.37-40, 2008. ,
DOI : 10.1109/MWSCAS.2008.4616730
A Configurable 12-237 kS/s 12.8 mW Sparse-Approximation Engine for Mobile Data Aggregation of Compressively Sampled Physiological Signals ,
A Level-Crossing Based QRS-Detection Algorithm for Wearable ECG Sensors, IEEE Journal of Biomedical and Health Informatics, vol.18, issue.1, pp.183-192, 2014. ,
DOI : 10.1109/JBHI.2013.2274809
Wireless sensor networks: a survey on recent developments and potential synergies, The Journal of Supercomputing, vol.1, issue.3 ,
DOI : 10.1145/1460412.1460483
URL : https://hal.archives-ouvertes.fr/hal-00955283
Sensor network-based countersniper system, Proceedings of the 2nd international conference on Embedded networked sensor systems , SenSys '04, pp.1-12, 2004. ,
DOI : 10.1145/1031495.1031497
URL : http://www.cs.colorado.edu/~rhan/CSCI_7143_Fall_2007/Papers/countersniper04.pdf
Optimal selection of wavelet basis function applied to ECG signal denoising, Digital Signal Processing, vol.16, issue.3, pp.275-287, 2006. ,
Feature selection for classification : A review. Data Classification : Algorithms and Applications, p.37, 2014. ,
Signal Recovery From Random Measurements Via Orthogonal Matching Pursuit, IEEE Transactions on Information Theory, vol.53, issue.12, pp.4655-4666, 2007. ,
DOI : 10.1109/TIT.2007.909108
URL : https://authors.library.caltech.edu/9490/1/TROieeetit07.pdf
Proof-of-concept energyefficient and real-time hemodynamic feature extraction from bioimpedance signals using a mixed-signal field programmable analog array, 2017 IEEE EMBS International Conference on Biomedical Health Informatics (BHI), pp.233-236, 2017. ,
Where Analog Meets Digital: Analog?to?Information Conversion and Beyond, IEEE Solid-State Circuits Magazine, vol.7, issue.3, pp.67-80, 2015. ,
DOI : 10.1109/MSSC.2015.2442394
URL : https://lirias.kuleuven.be/bitstream/123456789/514005/1/Analog_analytic_final_OpenAccess.pdf
An Ultra Low Energy 12-bit Rate-Resolution Scalable SAR ADC for Wireless Sensor Nodes, IEEE Journal of Solid-State Circuits, vol.42, issue.6, pp.1196-1205, 2007. ,
DOI : 10.1109/JSSC.2007.897157
A Micro-Power EEG Acquisition SoC With Integrated Feature Extraction Processor for a Chronic Seizure Detection System, IEEE Journal of Solid-State Circuits, vol.45, issue.4, pp.804-816, 2010. ,
Deploying a wireless sensor network on an active volcano, IEEE Internet Computing, vol.10, issue.2, pp.18-25, 2006. ,
DOI : 10.1109/MIC.2006.26
Non-Holographic Associative Memory, Nature, vol.168, issue.5197, pp.960-962, 1969. ,
DOI : 10.1038/222960a0
ECG arrhythmia classification using a probabilistic neural network with a feature reduction method, Neurocomputing, vol.116, pp.38-45, 2013. ,
DOI : 10.1016/j.neucom.2011.10.045
A 1 V 5 mA Multimode IEEE 802.15.6/Blue- tooth Low-Energy WBAN Transceiver for Biotelemetry Applications, IEEE Journal of Solid-State Circuits, vol.48, issue.1, pp.186-198, 2013. ,
Wearable ECG Based on Impulse-Radio-Type Human Body Communication, IEEE Transactions on Biomedical Engineering, vol.63, issue.9, pp.1887-1894, 2016. ,
DOI : 10.1109/TBME.2015.2504998
Near-Threshold Energy-and Area-Efficient Reconfigurable DWPT/DWT Processor for Healthcare- Monitoring Applications, IEEE Transactions on Circuits and Systems II : Express Briefs, vol.62, issue.1, pp.70-74, 2015. ,
W Eight-Channel Acquisition ASIC for Ambulatory EEG Systems, 2008 IEEE International Solid-State Circuits Conference, Digest of Technical Papers, pp.433025-3038, 2008. ,
DOI : 10.1109/ISSCC.2008.4523108/mm1
An 8-Channel Scalable EEG Acquisition SoC With Patient-Specific Seizure Classification and Recording Processor, IEEE Journal of Solid-State Circuits, vol.48, issue.1, pp.214-228, 2013. ,
DOI : 10.1109/JSSC.2012.2221220
A 0.5-$\mu$V$_{\rm rms}$ 12-$\mu$W Wirelessly Powered Patch-Type Healthcare Sensor for Wearable Body Sensor Network, IEEE Journal of Solid-State Circuits, issue.11, pp.452356-2365, 2010. ,
DOI : 10.1109/JSSC.2010.2065831
URL : https://hal.archives-ouvertes.fr/in2p3-00018209
Design and Implementation of an On-Chip Patient-Specific Closed-Loop Seizure Onset and Termination Detection System, IEEE Journal of Biomedical and Health Informatics, vol.20, issue.4, pp.996-1007, 2016. ,
DOI : 10.1109/JBHI.2016.2553368
Heartbeat classification using disease-specific feature selection, Computers in Biology and Medicine, vol.14, issue.46, pp.79-89, 2014. ,
A 300-mV 220-nW Event-Driven ADC With Real-Time QRS Detection for Wearable ECG Sensors, IEEE Transactions on Biomedical Circuits and Systems, vol.8, issue.6, pp.834-843, 2014. ,
DOI : 10.1109/TBCAS.2013.2296942
Automated Detection of Driver Fatigue Based on Entropy and Complexity Measures, IEEE Transactions on Intelligent Transportation Systems, vol.15, issue.1, pp.168-177, 2014. ,
DOI : 10.1109/TITS.2013.2275192
URL : http://or.nsfc.gov.cn/bitstream/00001903-5/97852/1/1000007677055.pdf