Publications - Alex James
160 results
2018
[160]FAPNN : An FPGA based Approximate Probabilistic Neural Network Library (, , and ), In IEEE International Conference on Computing and Network Communications, 2018, . [bibtex]
[159]Neural Network-Based Analog-to-Digital Converters ( and ), Chapter in Memristor and Memristive Neural Networks, InTech, . [bibtex]
[158]Memristor-based Long Short Term Memory circuit ( and ), In Analog Integrated Circuits and Signal Processing, Springer US, . [bibtex]
[157]Low Power Near-sensor Coarse to Fine XOR based Memristive Edge Detection (, and ), In International SoC Design Conference, . [bibtex]
[156]Design of CMOS-memristor Circuits for LSTM architecture (, , and ), In IEEE International Conferences on Electron Devices and Solid-State Circuits, . [bibtex]
[155]Outdoor Insulator Surface Condition Evaluation using Image Classification (, , and ), In IEEE International Conference on High Voltage Engineering and Application, . [bibtex]
[154]Engineering the Global University Rankings: Gold Standards, its Limitations and Implications ( and ), In IEEE Access, IEEE, . [bibtex]
[153]Analysis of Multilayer Perceptron with Rectifier Linear Unit Activation Function (, and ), In arXiv preprint arXiv:1805.07734, . [bibtex]
[152]M\^2CA: Modular Memristive Crossbar Arrays (, and ), In IEEE International Symposium on Circuits and Systems, . [bibtex]
[151]Edge-Aware Spatial Denoising Filtering Based on a Psychological Model of Stimulus Similarity (, and ), In IEEE Access, IEEE, volume 6, . [bibtex]
[150]Diffusion Sensitivity Enhancement Filter for Raw Diffusion Weighted Images (, , and ), In IET Computer Vision, IET, . [bibtex]
[149]UAV Wireless Charging: A Review, Reconceptualization, and Extension (, , and ), In IEEE Access, IEEE, . [bibtex]
[148]Real-Time Analog Pixel-to-Pixel Dynamic Frame Differencing with Memristive Sensing Circuits ( and ), In IEEE SENSORS, . [bibtex]
[147]Programmable Memristive Threshold Logic Gate Array (, and ), In IEEE Asia Pacific Conference on Circuits and Systems (IEEE APCCAS 2018), . [bibtex]
[146]Neuro-memristive circuits for edge computing: A review (, and ), In arXiv preprint arXiv:1807.00962, . [bibtex]
[145]Memristive Probabilistic Neural Network for Biometric Recognition (, and ), In MEMRISYS 2018, . [bibtex]
[144]Learning in Memristive Neural Network Architectures using Analog Backpropagation Circuits (, and ), In IEEE Transactions on Circuits and Systems I: Regular Papers, IEEE, . [bibtex]
[143]Hierarchical Temporal Memory using Memristor Networks: A Survey (, and ), In IEEE Transactions on Emerging Topics in Computational Intelligence, IEEE, . [bibtex]
[142]Feature extraction without learning in an analog spatial pooler memristive-CMOS circuit design of hierarchical temporal memory ( and ), In Analog Integrated Circuits and Signal Processing, Springer US, . [bibtex]
[141]Binary Weighted Memristive Analog Deep Neural Network for Near-Sensor Edge Processing ( and ), In IEEE NANO, . [bibtex]
[140]Approximate Probabilistic Neural Networks with Gated Threshold Logic ( and ), In IEEE NANO, . [bibtex]
[139]Analog circuit integration of backpropagation learning in memristive HTM architecture ( and ), In MEMRISYS 2018, . [bibtex]
[138]Dynamic Wireless Charging of Electric Vehicles: Multiple Channel Modeling (, , , , and ), In IEEE 18th International Conference on Environment and Electrical Engineering and 2nd Industrial and Commercial Power Systems Europe, . [bibtex]
[137]CMOS-Memristive Analog Multiplier Design (, and ), In arXiv preprint arXiv:1805.07735, . [bibtex]
[136]Variability analysis of Memristor-based Sigmoid Function (, and ), In arXiv preprint arXiv:1805.07679, . [bibtex]
[135]Memristor-based Approximation of Gaussian Filter (, and ), In arXiv preprint arXiv:1805.06643, . [bibtex]
[134]Introduction to memristive htm circuits (, , and ), Chapter in Memristor and Memristive Neural Networks, InTech, . [bibtex]
[133]Guest Editorial Special Issue on Large-scale Memristive Systems and Neurochips for Computational Intelligence (, , , , and ), In IEEE Transactions on Emerging Topics in Computational Intelligence, IEEE, . [bibtex]
[132]Neuron inspired data encoding memristive multi-level memory cell ( and ), In Analog Integrated Circuits and Signal Processing, Springer US, . [bibtex]
[131]Memristive HTM for solar cell classification and performance prediction (, , and ), In MEMRISYS 2018, . [bibtex]
[130]Image-Based HTM Word Recognizer for Language processing (, and ), In IEEE International Conference on Consumer Electronics - Asia, . [bibtex]
[129]On-chip face recognition system design with memristive Hierarchical Temporal Memory (, , , and ), In Journal of Intelligent & Fuzzy Systems, IOS Press, volume 34, . [bibtex]
[128]Current Controlled neuro-Fuzzy Membership Function Generation (, and ), In IEEE International Midwest Symposium on Circuits & Systems, . [bibtex]
[127]ANFIS based quadrotor drone altitude control implementation on Raspberry Pi platform (, , , and ), In Analog Integrated Circuits and Signal Processing, Springer US, volume 95, . [bibtex]
[126]Memristor-based Synaptic Sampling Machines (, , and ), In IEEE NANO, . [bibtex]
[125]IEEE CIRCUITS AND SYSTEMS SOCIETY (, , , , , , , , , and ), In , . [bibtex]
[124]Bit-plane Extracted Moving-object Detection using Memristive Crossbar-CAM Arrays for Edge Computing Image Devices (, , and ), In IEEE Access, IEEE, . [bibtex]
[123]Oxford circuits and systems conference (, and ), In Analog Integrated Circuits and Signal Processing, Springer US, . [bibtex]
[122]Analog control unit for memristive crossbar memory arrays (, and ), In MEMRISYS 2018, . [bibtex]
[121]Effects of Memristors on Fully Differential Transimpedance Amplifier Performance (, and ), In arXiv preprint arXiv:1805.07738, . [bibtex]
[120]Memristive system design for variable pixel G-neighbor denoising filter (, , and ), In Journal of Intelligent & Fuzzy Systems, IOS Press, volume 34, . [bibtex]
[119]Memristive LSTM network hardware architecture for time-series predictive modeling problems (, and ), In IEEE Asia Pacific Conference on Circuits and Systems, . [bibtex]
[118]Implementation of True Random Number Generator based on Double-Scroll Attractor circuit with GST memristor emulator (, and ), In arXiv preprint arXiv:1805.06622, . [bibtex]
[117]Implementation of Chua's chaotic oscillator with an HP memristor (, and ), In arXiv preprint arXiv:1805.08081, . [bibtex]
2017
[116]Level-Shifted Neural Encoded Analog-to-Digital Converter (, and ), In IEEE International Conference on Electronics, Circuits and Systems (ICECS), . [bibtex]
[115]Quality assessment metrics for edge detection and edge-aware filtering: A tutorial review ( and ), In Advances in Computing, Communications and Informatics (ICACCI), 2017 International Conference on, . [bibtex]
[114]Intelligent Systems Technologies and Applications (), Springer, volume 683, . [bibtex]
[113]Adaptive Face Space Models with Dynamic Neural Priors and Sparse Coding (, and ), In IEEE International Conference on Electronics, Circuits and Systems (ICECS), . [bibtex]
[112]Supplementary Material: Hierarchical Temporal Memory Features with Memristor Logic Circuits for Pattern Recognition (), In , . [bibtex]
[111]Live line snow and ice coverage detection of ceramic insulator using Gabor image features (, and ), In IET International Conference on Resilience of Transmission and Distribution Networks (RTDN 2017), . [bibtex]
[110]High voltage insulator surface evaluation using image processing (, and ), In Electrical Insulating Materials (ISEIM), 2017 International Symposium on, volume 2, . [bibtex]
[109]How to boost the ranking of your university using self-citations? An example of the weaknesses of university ranking systems ( and ), In , Open Science Framework, . [bibtex]
[108]Recognizing isolated words with minimum distance similarity metric padding (, and ), In Journal of Intelligent & Fuzzy Systems, IOS press, volume 32, . [bibtex]
[107]A survey of memristive threshold logic circuits (, and ), In IEEE transactions on neural networks and learning systems, IEEE, volume 28, . [bibtex]
[106]Unmanned Aerial Vehicle (UAV) charging from powerlines (, and ), In Asia-Pacific Power and Energy Engineering Conference (APPEEC), 2017 IEEE PES, . [bibtex]
[105]Facial emotion recognition using min-max similarity classifier ( and ), In Advances in Computing, Communications and Informatics (ICACCI), 2017 International Conference on, . [bibtex]
[104]Embedded Security Secure Randomized Checkpointing for Digital Microfluidic Biochips........ J. Tang, M. Ibrahim, K. Chakrabarty, and R. Karri 1119 Emerging Technologies and Applications Sensor-Based Time Speculation in the Presence of Timing (, , , , , , , , , and ), In IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems, . [bibtex]
[103]Automated image segmentation for detecting cell spreading for metastasizing assessments of cancer development (, and ), In Advances in Computing, Communications and Informatics (ICACCI), 2017 International Conference on, . [bibtex]
[102]Unified Model for Contrast Enhancement and Denoising (, and ), In VLSI (ISVLSI), 2017 IEEE Computer Society Annual Symposium on, . [bibtex]
[101]Snake classification from images (), In PeerJ Preprints, PeerJ Inc. San Francisco, USA, volume 5, . [bibtex]
[100]Memristor Threshold Logic FFT Circuits (), Chapter in Fourier Transforms-High-tech Application and Current Trends, InTech, . [bibtex]
[99]HTM spatial pooler with memristor crossbar circuits for sparse biometric recognition (, , and ), In IEEE transactions on biomedical circuits and systems, IEEE, volume 11, . [bibtex]
[98]EE Communications Astana (), In Electrical Engineering, . [bibtex]
[97]Automated rating of recorded classroom presentations using speech analysis in kazakh (, and ), In Advances in Computing, Communications and Informatics (ICACCI), 2017 International Conference on, . [bibtex]
[96]Neuromorphic adaptive edge-preserving denoising filter (, and ), In arXiv preprint arXiv:1709.08182, IEEE International Conference on Rebooting Computing (ICRC), . [bibtex]
[95]Multi-level memristive memory with resistive networks ( and ), In Postgraduate Research in Microelectronics and Electronics (PrimeAsia), 2017 IEEE Asia Pacific Conference on, . [bibtex]
[94]Discrete-level memristive circuits for HTM-based spatiotemporal data classification system (, and ), In IET Cyber-Physical Systems: Theory & Applications, IET Digital Library, volume 3, . [bibtex]
[93]Design and implication of a rule based weight sparsity module in HTM Spatial Pooler (, and ), In IEEE International Conference on Electronics, Circuits and Systems (ICECS), . [bibtex]
[92]Coarse to fine difference edge detection with binary neural firing model (, and ), In Advances in Computing, Communications and Informatics (ICACCI), 2017 International Conference on, . [bibtex]
[91]Variable pixel G-neighbor filters (, and ), In Circuits and Systems (ISCAS), 2017 IEEE International Symposium on, . [bibtex]
2016
[90]CMOS-memristor dendrite threshold circuits (, and ), In Circuits and Systems (APCCAS), 2016 IEEE Asia Pacific Conference on, . [bibtex]
[89]Threshold logic based low-level vision sparse object features (, and ), In International Journal of Intelligent Computing and Cybernetics, Emerald Group Publishing Limited, volume 9, . [bibtex]
[88]Low Resolution Sparse Binary Face Patterns. ( and ), In VISIGRAPP (3: VISAPP), . [bibtex]
[87]CMOS-Memristor Hybrid Integrated Pixel Sensors (, and ), In Nanoelectronic and Information Systems (iNIS), 2016 IEEE International Symposium on, . [bibtex]
[86]Speech signal analysis for the estimation of heart rates under different emotional states (, and ), In Advances in Computing, Communications and Informatics (ICACCI), 2016 International Conference on, . [bibtex]
[85]Voltage controlled memristor threshold logic gates ( and ), In arXiv preprint arXiv:1609.04919, . [bibtex]
[84]Bioinspired memory model for HTM face recognition ( and ), In Advances in Computing, Communications and Informatics (ICACCI), 2016 International Conference on, . [bibtex]
[83]Memristor Threshold Logic: An Overview to Challenges and Applications (), In arXiv preprint arXiv:1612.01711, . [bibtex]
[82]Edge detection for pattern recognition: a survey (), In International Journal of Applied Pattern Recognition, Inderscience Publishers (IEL), volume 3, . [bibtex]
[81]A design of HTM spatial pooler for face recognition using Memristor-CMOS hybrid circuits (, , and ), In Circuits and Systems (ISCAS), 2016 IEEE International Symposium on, . [bibtex]
[80]MOVING OBJECT DETECTION WITH MEMRISTIVE CROSSBAR ARRAYS (), PhD thesis, School of Engineering. Department of Electrical and Electronic Engineering. Nazarbayev University, . [bibtex]
[79]MOVING OBJECT DETECTION USING BIT PLANE SLICING (), PhD thesis, School of Engineering. Department of Electrical and Electronic Engineering. Nazarbayev University, . [bibtex]
[78]Intelligent systems technologies and applications (, and ), Springer International Publishing, . [bibtex]
[77]RFID-Cloud smart cart system ( and ), In Advances in Computing, Communications and Informatics (ICACCI), 2016 International Conference on, . [bibtex]
[76]An efficient method to estimate the optimum regularization parameter in RLDA (, and ), In Bioinformatics, Oxford University Press, volume 32, . [bibtex]
2015
[75]Adaptive digital scan variable pixels (, and ), In Advances in Computing, Communications and Informatics (ICACCI), 2015 International Conference on, . [bibtex]
[74]Sparse distributed localized gradient fused features of objects ( and ), In Pattern Recognition, Pergamon, volume 48, . [bibtex]
[73]Spatial stimuli gradient sketch model ( and ), In IEEE Signal Processing Letters, IEEE, volume 22, . [bibtex]
[72]Facial emotion recognising memristive threshold logic system (, and ), In Intelligent Computational Systems (RAICS), 2015 IEEE Recent Advances in, . [bibtex]
[71]Memristor pattern recogniser: isolated speech word recognition (, and ), In Electronics Letters, IET Digital Library, volume 51, . [bibtex]
[70]Memristive threshold logic circuit design of fast moving object detection (, , and ), In IEEE Transactions on Very Large Scale Integration (VLSI) Systems, IEEE, volume 23, . [bibtex]
[69]Memristor load current mirror circuit (, and ), In Advances in Computing, Communications and Informatics (ICACCI), 2015 International Conference on, . [bibtex]
[68]Towards feature extraction in unconstrained image recognition environments (), In Int. J. Applied Pattern Recognition, volume 2, . [bibtex]
[67]A review of feature and data fusion with medical images ( and ), In arXiv preprint arXiv:1506.00097, . [bibtex]
[66]An Introductory Guide to Raspberry Pi (, , and ), Createspace, USA; https://www.createspace.com/5445708, . [bibtex]
[65]Heart rate monitoring using human speech spectral features (), In Human-centric Computing and Information Sciences, Springer, volume 5, . [bibtex]
[64]Detection and analysis of emotion from speech signals (, , and ), In Procedia Computer Science, Elsevier, volume 58, . [bibtex]
[63]Integrating high resolution remote sensing technology into an advanced water resources knowledge management system (, , , , , and ), In Proceedings of the International Association of Hydrological Sciences, Copernicus GmbH, volume 366, . [bibtex]
[62]Activity detection with dendrite threshold model (, , and ), In Advances in Computing, Communications and Informatics (ICACCI), 2015 International Conference on, . [bibtex]
[61]CMOS-Memristor Dendrite Threshold Circuits (), In 2015 IEEE Asia Pacific Conference on Circuits & Systems, volume 13, . [bibtex]
2014
[60]Irregular pixel imaging ( and ), In Advances in Computing, Communications and Informatics (ICACCI, 2014 International Conference on, . [bibtex]
[59]Intraoperative cardiac MRI processing using threshold logic cells ( and ), In Advances in Computing, Communications and Informatics (ICACCI, 2014 International Conference on, . [bibtex]
[58]Edge detection using resistive threshold logic networks with CMOS flash memories (, and ), In International Journal of Intelligent Computing and Cybernetics, Emerald Group Publishing Limited, volume 7, . [bibtex]
[57]Memristive threshold logic face recognition (, and ), In Procedia Computer Science, Elsevier, volume 41, . [bibtex]
[56]Resistive MOSFET brain-inspired threshold logic gates (, and ), In International Journal of Machine Intelligence and Sensory Signal Processing, Inderscience Publishers, volume 1, . [bibtex]
[55]Ancient indian document analysis using cognitive memory network (, , and ), In Advances in Computing, Communications and Informatics (ICACCI, 2014 International Conference on, . [bibtex]
[54]Developing high resolution remote sensing technology into an advanced knowledge management system to monitor and assess water resources (, , , and ), In Application of Information and Communication Technologies (AICT), 2014 IEEE 8th International Conference on, . [bibtex]
[53]The impact of feature selection on text summarisation (, , and ), In International Journal of Applied Pattern Recognition, Inderscience Publishers, volume 1, . [bibtex]
[52]Threshold Logic Computing: Memristive-CMOS Circuits for Fast Fourier Transform and Vedic Multiplication (, and ), In IEEE Transactions on Very Large Scale Integration (VLSI) Systems, IEEE, . [bibtex]
[51]Threshnomics: An Introduction to Threshold Logic in Algorithms and Circuits (), In Journal of Computer Science & Systems Biology, OMICS Publishing Group, volume 7, . [bibtex]
[50]Resistive threshold logic (, and ), In Very Large Scale Integration (VLSI) Systems, IEEE Transactions on, IEEE, volume 22, . [bibtex]
[49]Mean-variance blind noise estimation for CT images ( and ), Chapter in Advances in Signal Processing and Intelligent Recognition Systems, Springer, Cham, . [bibtex]
[48]Guest Editorial: Special issue on medical image computing and systems (, , and ), In Information Fusion, Elsevier Science Publishers BV, volume 19, . [bibtex]
[47]Discriminative histogram taxonomy features for snake species identification (, , and ), In Human-Centric Computing and Information Sciences, Springer Berlin Heidelberg, volume 4, . [bibtex]
[46]Memristive operational amplifiers (, , and ), In Procedia Computer Science, Elsevier, volume 41, . [bibtex]
[45]On design of memristive amplifier circuits (, , and ), In Circuits and Systems, Scientific Research Publishing, volume 5, . [bibtex]
[44]Brain inspired computing networks for smart building monitoring (, and ), In , Nazarbayev University, . [bibtex]
[43]Aggregate Metric Networks for Nearest Neighbour Classifiers ( and ), Chapter in Advances in Signal Processing and Intelligent Recognition Systems, Springer, Cham, . [bibtex]
2013
[42]TrustCom 2013 (, and ), In , . [bibtex]
[41]Directional edge detection using parallel cognitive logic cells ( and ), In Advances in Computing, Communications and Informatics (ICACCI), 2013 International Conference on, . [bibtex]
[40]Cognitive Memory Networks for Moving Object Detection and Tracking (, and ), In , . [bibtex]
[39]Analyzing Trust and Security in Computing and Communications Systems (), Chapter in Managing Trust in Cyberspace, Chapman and Hall/CRC, . [bibtex]
[38]Biologically inspired features used for robust phoneme recognition (, and ), In International Journal of Machine Intelligence and Sensory Signal Processing, Inderscience Publishers Ltd, volume 1, . [bibtex]
[37]Trust Issues in Modern Embedded Computing ( and ), In Managing Trust in Cyberspace, CRC Press, . [bibtex]
[36]Parallel realization of cognitive cells on film mammography ( and ), In Trust, Security and Privacy in Computing and Communications (TrustCom), 2013 12th IEEE International Conference on, . [bibtex]
[35]One-sample face recognition with local similarity decisions (), In International Journal of Applied Pattern Recognition, Inderscience Publishers Ltd, volume 1, . [bibtex]
[34]Neuromoephic memweight network (), In , Nazarbayev University, . [bibtex]
[33]Medical Image Fusion: A survey of the state of the art ( and ), In Information Fusion, . [bibtex]
[32]Machine Intelligence Using Hierarchical Memory Networks (), Chapter in Handbook of Research on Computational Intelligence for Engineering, Science, and Business, IGI Global, . [bibtex]
[31]Development an asset management framework for water resource management in Kazakhstan (, , , , and ), In , Nazarbayev University, . [bibtex]
2012
[30]Reconfigurable cognitive networks ( and ), In Information and Communication Technologies (WICT), 2012 World Congress on, . [bibtex]
[29]Ranking importance based information on the world wide web ( and ), In Proceedings of the International Conference on Advances in Computing, Communications and Informatics, . [bibtex]
[28]IJCSIS 2012 (, , , , and ), In , . [bibtex]
[27]Speech Filters for Speech Signal Noise Reduction ( and ), In International Journal of Computer Applications (0975-8887), volume 55, . [bibtex]
[26]Ranked selection of nearest discriminating ( and ), In Human-centric Computing and Information Sciences, http://www.hcis-journal.com/content/2/1/12, volume 2, . [bibtex]
[25]Nearest neighbor classifier based on nearest feature decisions ( and ), In The Computer Journal, Oxford University Press, volume 55, . [bibtex]
[24]Memory Based Machine Intelligence Techniques in VLSI hardware (), In arXiv preprint arXiv:1201.5959, . [bibtex]
[23]Feature selection using nearest attributes ( and ), In arXiv preprint arXiv:1201.5946, . [bibtex]
[22]Examplers based image fusion features for face recognition ( and ), In arXiv preprint arXiv:1201.5947, . [bibtex]
2011
[21]An artificial cellular convolution architecture for real-time image processing ( and ), In ISRN Machine Vision, Hindawi Publishing Corporation, volume 2012, . [bibtex]
[20]Improving feature selection algorithms using normalised feature histograms ( and ), In Electronics letters, IET Digital Library, volume 47, . [bibtex]
[19]Future Research Direction (Next 5 Years) (), . [bibtex]
2010
[18]Role of Resolution in Noisy Pattern Matching ( and ), Chapter in Information Processing and Management, Springer, Berlin, Heidelberg, . [bibtex]
[17]Pixel-level similarity fusion for image classification (), In Systems Signals and Devices (SSD), 2010 7th International Multi-Conference on, . [bibtex]
[16]A Neuron Based Switch: Application to Low Power Mixed Signal Circuits (, and ), In Advances in Computer Engineering (ACE), 2010 International Conference on, . [bibtex]
[15]Inter-image outliers and their application to image classification ( and ), In Pattern recognition, Pergamon, volume 43, . [bibtex]
[14]Cognitive memory network ( and ), In Electronics Letters, IET Digital Library, volume 46, . [bibtex]
[13]Information Processing and Management: International Conference on Recent Trends in Business Administration and Information Processing, BAIP 2010, Trivandrum, Kerala, India, March 26-27, 2010. Proceedings (, , , , , , , and ), Springer, . [bibtex]
2009
[12]The mystery of lost energy in ideal capacitors (), In arXiv preprint arXiv:0910.5279, . [bibtex]
[11]A memory based face recognition method (), Citeseer, . [bibtex]
2008
[10]Face recognition using local binary decisions ( and ), In IEEE Signal Processing Letters, IEEE, volume 15, . [bibtex]
2006
[9]1Volt CMOS Differential Mode Sense Amplifier (), In MIPRO XXVIII international convention, . [bibtex]
[8]Current Mode Analog Multiplier (, , and ), In MIPRO 28th international convention, . [bibtex]
[7]Low Voltage Class AB Opamp (, , and ), In MIPRO international convention, . [bibtex]
[6]Two-to -one Multiplexer using pseudoresistive load (, , and ), In MIPRO 28th international convention, . [bibtex]
[5]A Low-Voltage Track and Hold Circuit using CMOS Current Mirror with Pseudo-Resistive Feedback (), In MIPRO 28th international convention, . [bibtex]
2005
[4]1 Volt CMOS current mirror based on pseudo resistive feedback (), In MIPRO, . [bibtex]
[3]Nanoscale design of low power supply pseudo resistive cascode current mirror (), In VLSI design and test symposium (VDAT), . [bibtex]
[2]Designing low voltage pseudo resistive current mirror under technology scaling (), In 12th international conference MIXDES, . [bibtex]
2003
[1]Available online at www. sciencedirect. com (, , , , , , , , , and ), In , . [bibtex]
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