Pedro J. Freire

Open Problems and Fundamental Limitations of Reinforcement Learning from Human Feedback

Stephen Casper, Xander Davies, Claudia Shi et al. · arXiv (Cornell University) · 2023 · 92 citations · Full text

Computing, Computer Science, Artificial Intelligence +12

Neural Networks-Based Equalizers for Coherent Optical Transmission: Caveats and Pitfalls

Pedro J. Freire, Antonio Napoli, Bernhard Spinnler et al. · IEEE Journal of Selected Topics in Quantum Electronics · 2022 · 84 citations · Full text

Engineering, Computer Science, Electrical Engineering +17

Artificial neural networks for photonic applications—from algorithms to implementation: tutorial

Pedro J. Freire, Egor Manuylovich, Jaroslaw E. Prilepsky et al. · Advances in Optics and Photonics · 2023 · 77 citations · Full text

Engineering, Computer Engineering, Computer Science +13

Computational Complexity Optimization of Neural Network-Based Equalizers in Digital Signal Processing: A Comprehensive Approach

Pedro J. Freire, Sasipim Srivallapanondh, Bernhard Spinnler et al. · Journal of Lightwave Technology · 2024 · 72 citations · Full text

Computing, Computer Engineering, Computer Science +17

Complex-Valued Neural Network Design for Mitigation of Signal Distortions in Optical Links

Pedro J. Freire, Vladislav Neskornuik, Antonio Napoli et al. · Journal of Lightwave Technology · 2020 · 71 citations · Full text

Engineering, Computer Science, Electrical Engineering +17