Iacopo Poli
Publications by Year
Research Areas
Neural Networks and Reservoir Computing, Optical Network Technologies, Neural Networks and Applications, Adversarial Robustness in Machine Learning, Advanced Memory and Neural Computing
Most-Cited Works
- → Smarter, Better, Faster, Longer: A Modern Bidirectional Encoder for Fast, Memory Efficient, and Long Context Finetuning and Inference(2025)98 cited
- → RITA: a Study on Scaling Up Generative Protein Sequence Models(2022)59 cited
- Nonlinear adaptive networks: A little theory, a few applications(1990)
- → Principled Training of Neural Networks with Direct Feedback Alignment(2019)25 cited
- → Hardware Beyond Backpropagation: a Photonic Co-Processor for Direct Feedback Alignment(2020)10 cited
- → Adversarial Robustness by Design Through Analog Computing And Synthetic Gradients(2022)7 cited
- → Direct Feedback Alignment Scales to Modern Deep Learning Tasks and Architectures(2020)5 cited
- → Light-in-the-loop: using a photonics co-processor for scalable training of neural networks(2020)5 cited
- → PAGnol: An Extra-Large French Generative Model(2021)2 cited
- → Contrastive Embeddings for Neural Architectures(2021)2 cited