Publications

89 results for Matteo Manica

PaccMann^RL: Designing anticancer drugs from transcriptomic data via reinforcement learning
- - Jannis Born
  - Matteo Manica
  - et al.
- 2019
- NeurIPS 2019
Network-based Biased Tree Ensembles (NetBiTE) for Drug Sensitivity Prediction and Drug Sensitivity Biomarker Identification in Cancer
- - Ali Oskooei
  - Matteo Manica
  - et al.
- 2019
- Scientific Reports
Toward Explainable Anticancer Compound Sensitivity Prediction via Multimodal Attention-Based Convolutional Encoders
- - Matteo Manica
  - Ali Oskooei
  - et al.
- 2019
- Molecular Pharmaceutics
FPGA Accelerated Analysis of Boolean Gene Regulatory Networks
- - Matteo Manica
  - Raphael Polig
  - et al.
- 2019
- IEEE/ACM TCBB
Context-specific interaction networks from vector representation of words
- - Matteo Manica
  - Roland Mathis
  - et al.
- 2019
- Nature Machine Intelligence
PIMKL: Pathway-Induced Multiple Kernel Learning
- - Matteo Manica
  - Joris Cadow
  - et al.
- 2019
- npj Systems Biology and Applications
NeuNetS: An Automated Synthesis Engine for Neural Network Design
- - Atin Sood
  - Benjamin Elder
  - et al.
- 2019
- arXiv
PaccMann: Prediction of anticancer compound sensitivity with multi-modal attention-based neural networks
- - Ali Kazemi Oskooei
  - Jannis Born
  - et al.
- 2018
- NeurIPS 2018
Mixed-precision in-memory computing
- - Manuel Le Gallo
  - Abu Sebastian
  - et al.
- 2018
- Nature Electronics