Nikolaos Passalis
Aristotle University of Thessaloniki(GR)
Publications by Year
Research Areas
Neural Networks and Reservoir Computing, Optical Network Technologies, Advanced Neural Network Applications, Photonic and Optical Devices, Stock Market Forecasting Methods
Most-Cited Works
- → Learning Deep Representations with Probabilistic Knowledge Transfer(2018)451 cited
- → Forecasting Stock Prices from the Limit Order Book Using Convolutional Neural Networks(2017)357 cited
- → An all-optical neuron with sigmoid activation function(2019)233 cited
- → Using deep learning to detect price change indications in financial markets(2017)146 cited
- → Probabilistic Knowledge Transfer for Lightweight Deep Representation Learning(2020)120 cited
- → Noise-resilient and high-speed deep learning with coherent silicon photonics(2022)113 cited
- → Femtojoule per MAC Neuromorphic Photonics: An Energy and Technology Roadmap(2020)97 cited
- → Neuromorphic Photonics With Coherent Linear Neurons Using Dual-IQ Modulation Cells(2019)77 cited
- → Recurrent neural networks(2022)74 cited
- → Price Trailing for Financial Trading Using Deep Reinforcement Learning(2020)68 cited