Nikolaos Passalis

Forecasting Stock Prices from the Limit Order Book Using Convolutional Neural Networks

Avraam Tsantekidis, Nikolaos Passalis, Anastasios Tefas et al. · 2017 · 355 citations

Forecasting Methodology, Convolutional Neural Network, Engineering +22

An all-optical neuron with sigmoid activation function

George Mourgias-Alexandris, Apostolos Tsakyridis, Nikolaos Passalis et al. · Optics Express · 2019 · 228 citations · Full text

Engineering, Neural Recoding, Optogenetics +17

Using deep learning to detect price change indications in financial markets

Avraam Tsantekidis, Nikolaos Passalis, Anastasios Tefas et al. · 2017 · 144 citations · Full text

Engineering, Financial Markets, Asset Pricing +20

Probabilistic Knowledge Transfer for Lightweight Deep Representation Learning

Nikolaos Passalis, Maria Tzelepi, Anastasios Tefas · IEEE Transactions on Neural Networks and Learning Systems · 2020 · 119 citations

Engineering, Machine Learning, Data Science +15

Noise-resilient and high-speed deep learning with coherent silicon photonics

George Mourgias-Alexandris, Miltiadis Moralis‐Pegios, Apostolos Tsakyridis et al. · Nature Communications · 2022 · 111 citations · Full text

Photonics, Optical Interconnects, Machine Learning +15