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An all-optical neuron with sigmoid activation function
Optics express, 2019-04, Vol.27 (7), p.9620-9630
2019
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Noise-resilient and high-speed deep learning with coherent silicon photonics
Nature communications, 2022-09, Vol.13 (1), p.5572-5572, Article 5572
2022
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Channel response-aware photonic neural network accelerators for high-speed inference through bandwidth-limited optics
Optics express, 2022-03, Vol.30 (7), p.10664-10671
2022
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Quantization-aware training for low precision photonic neural networks
Neural networks, 2022-11, Vol.155, p.561-573
2022
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OpenDR: An Open Toolkit for Enabling High Performance, Low Footprint Deep Learning for Robotics
2022 IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS), 2022, p.12479-12484
2022
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Heterogeneous Knowledge Distillation Using Information Flow Modeling
2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), 2020, p.2336-2345
2020
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Early Detection of DDoS Attacks using Photonic Neural Networks
2022 IEEE 14th Image, Video, and Multidimensional Signal Processing Workshop (IVMSP), 2022, p.1-5
2022
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Leveraging Deep Reinforcement Learning For Active Shooting Under Open-World Setting
2020 IEEE International Conference on Multimedia and Expo (ICME), 2020, p.1-6
2020
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A Robust, Quantization-Aware Training Method for Photonic Neural Networks
Engineering Applications of Neural Networks, p.427-438
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Deepbots: A Webots-Based Deep Reinforcement Learning Framework for Robotics
Artificial Intelligence Applications and Innovations, 2020, p.64-75
2020
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Deep Video Stream Information Analysis and Retrieval: Challenges and Opportunities
2022 IEEE 5th International Conference on Multimedia Information Processing and Retrieval (MIPR), 2022, p.336-341
2022
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Learning photonic neural network initialization for noise-aware end-to-end fiber transmission
2022 30th European Signal Processing Conference (EUSIPCO), 2022, p.1731-1735
2022
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Normalized Post-training Quantization for Photonic Neural Networks
2022 IEEE Symposium Series on Computational Intelligence (SSCI), 2022, p.657-663
2022
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Training Noise-Resilient Recurrent Photonic Networks for Financial Time Series Analysis
2020 28th European Signal Processing Conference (EUSIPCO), 2021, p.1556-1560
2021
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Optics-informed Neural Networks: Bridging Deep Learning with Photonic Accelerators
2024 Optical Fiber Communications Conference and Exhibition (OFC), 2024, p.1-3
2024
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Physics-inspired End-to-End Deep Learning for High-Performance Optical Fiber Transmission Links
2023 Conference on Lasers and Electro-Optics (CLEO), 2023, p.1-2
2023
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Time-series classification with an all-optical recurrent neuron
2020 European Conference on Optical Communications (ECOC), 2020, p.1-4
2020
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The thermal analysis of strontium oxalate
Thermochimica acta, 1985-09, Vol.92, p.543-546
1985
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Learning Sentiment-Aware Trading Strategies for Bitcoin Leveraging Deep Learning-Based Financial News Analysis
Artificial Intelligence Applications and Innovations, p.757-766
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A Linear Photonic Neuron Using an Extended Iq Modulator Cell for Enabling All-Optical Coherent Sigmoid Neurons
45th European Conference on Optical Communication (ECOC 2019), 2019, p.388
2019
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Three-Dimensional Face Recognition in the Presence of Facial Expressions: An Annotated Deformable Model Approach
IEEE transactions on pattern analysis and machine intelligence, 2007-04, Vol.29 (4), p.640-649
2007
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Efficient Realistic Data Generation Framework Leveraging Deep Learning-Based Human Digitization
Proceedings of the 22nd Engineering Applications of Neural Networks Conference, p.271-283
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Deep Learning Analytics
Machine Learning Paradigms, 2019, Vol.149, p.339-370
2019
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Multimodal face recognition: combination of geometry with physiological information
2005 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR'05), 2005, Vol.2, p.1022-1029 vol. 2
2005
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Spectral Clustering using Optimized Bag-of-Features
Proceedings of the 9th Hellenic Conference on Artificial Intelligence, 2016, p.1-9
2016
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