Paris Machine Learning Meetup #6 Season 5: Nano-neurons, Drug design, Electronic Health Records...

Merci à Zenika de nous accueillir et de sponsoriser le networking event.

Pour s'inscrire, c'est ici. Premier arrivé, premier assis.

 Video streaming:

Au programme de ce meetup nous aurons:

• Julier Grollier qui nous parlera de ses avancées en architectures neuromorphiques pour l'IA,
• Marc Lelarge un des gagnants du hackaton ICU Datathon présenté au meetup en Décembre dernier.
• Quentin Perron qui nous parlera de drug design

 Programme détaillé (les présentations seront mises ici avant le meetup)

+ Event extract on Twitter, Serge Nakache

+ Winning team Datathon MIT & APHP 2018, Marc Lelarge: Presentation

General patient representation from electronic health records
We propose a deep learning algorithm to learn a low dimensional representation (embedding) of patients from their raw electronic health records. We evaluate our embeddings with descriptive analysis and a code assignement task. These representations would be reusable for other tasks such as patient similarity for cohort selection, information retrieval, electronic phenotyping, prediction.

+ Artificial intelligence for new drug design, Quentin Perron, iktos.ai 

New drug design is a long (5 years), costly (50-100M$) and unproductive process (1% success rate from hit to pre-clinical candidate)…
Iktos aims to leverage big data and AI to bring radical improvement to this process. Iktos has invented and is developing a truly innovative and disruptive artificial intelligence technology for ligand-based de novo drug design, focusing on multi parametric optimization (MPO). Our proprietary technology is built upon the latest developments in deep learning algorithms.
In a few hours, our technology can design new, druggable and synthesizable molecules, that are optimized to match all your selection criteria.

+ Artificial hardware nano-neurons, Julier Grollier , CNRS 

In this talk, I will show that magnetic nano-oscillators are promising building block for accelerating deep networks in hardware

Nano neurons, 2 min video (https://www.youtube.com/watch?v=Sm2BGkTYFeQ)

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