Michiel Hermans

2 papers · 2013–2015 · 2 venues · across top CS/AI venues

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Achievements

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🌍 Conference Polyglot · Bronze 🌉 Interdisciplinary Bridge · Silver 🗺️ Taxonomy Completionist (10) 🐣 Hot Topic Early Bird 📈 Trend Setter

Venues

JMLR (1) NeurIPS (1)

Top co-authors

Benjamin Schrauwen (1) Miguel C. Soriano (1) Joni Dambre (1) Peter Bienstman (1) Ingo Fischer (1)

Research topics

Deep Learning (2) Machine Learning (2) Architectures (2) Core Methods (2) Data Science & Analytics (1) Natural Language Processing (1) Generation (1) Learning Types · Deep Learning (1) Learning Types · Machine Learning (1) Methods (1) Models (1) Optimization & Theory (1)

Keywords

representation learning (1) stochastic gradient descent (1) neuromorphic computing (1) language modeling (1) hierarchical recurrent networks (1) deep learning (1) time series (1) gradient descent (1) reservoir computing (1) analog computing (1) hierarchical processing (1) character-level language modeling (1) temporal hierarchy (1) multi-scale time series (1) character-level language modelling (1) hidden state (1) recurrent neural network (1) backpropagation through time (1) photonic system (1) deep recurrent neural network (1)

Papers

Photonic Delay Systems as Machine Learning Implementations JMLR 2015 Training and Analysing Deep Recurrent Neural Networks NeurIPS 2013