- Research works
- 67 ▲ 68% vs 2013–17
- Citations
- 4.3k 63.8 per fractional work
- Top-10% rate
- 8.6% record average 16.5%
- Open access
- 37% world 28%
Not ranked overall: Sony (France) is under the volume floor below which an excellence rate is noise. Not ranked is not the same as ranked last.
Field profile
Location quotient across every field it publishes in: outside the ring is more than an institution of this size would be expected to publish, inside it is less.
Rings at 0.5×, 1× and 2×. Widest outward: Decision Sciences, 7.9×. Every wedge is a field page.
- Decision Sciences 7.9×
- Computer Science 7.4×
- Psychology 2.2×
- Chemical Engineering 2.1×
- Arts and Humanities 1.8×
- Physics and Astronomy 1.6×
- Chemistry 1.2×
- Neuroscience 0.7×
- Social Sciences 0.7×
- Biochemistry, Genetics and Molecular Biology 0.7×
- Energy 0.5×
- Agricultural and Biological Sciences 0.3×
- Materials Science 0.2×
Which keywords describe research at Sony (France)?
By fractional works in all years, weighted toward what it does more of than the world: Deep Learning, Artificial Intelligence, Language, Convolutional Neural Networks, Machine Learning, Cultural Evolution, Social Learning and Human-Computer Interaction.
- Text Classification
- Human-Robot Interaction
- Neural Basis
- Embodiment
- Argumentation Frameworks
- Social Cognition
- Cognition
- Grammar
- Spoken Dialogue Systems
- Markov Decision Processes
- Syntax
- Neural Networks
- Neural Machine Translation
- Human Adaptation
- Interactive Evolutionary Computation
- Linguistic Diversity
- Human-Computer Interaction
- Cultural Evolution
- Language
- Artificial Intelligence
- Deep Learning
- Machine Learning
- Convolutional Neural Networks
- Social Learning
- Audio Signal Classification
- Music Information Retrieval
- Music Generation
- Phylogenetics
- Statistical Machine Translation
- Reinforcement Learning
- Agent-Based Modeling
- Pragmatics
- Simulation
- Semantics
- Neural Mechanisms
- Multi-Agent Systems
- Software Engineering
- Emotional Responses
- Auditory Cortex
- Temporal Processing
Size is fractional works in all years in the topics tagged with each word; colour is the word's share of this institution's work against its share of the world's. The 40 words are chosen for being large and distinctive. Each links to the topic it comes from most.
All 40 words, with their numbers
- Deep Learning9▲ 6.2×13 topics
- Artificial Intelligence8▲ 14×6 topics
- Machine Learning8▲ 5.2×11 topics
- Language7▲ 46×4 topics
- Convolutional Neural Networks6▲ 22×4 topics
- Cultural Evolution5▲ 122×2 topics
- Social Learning5▲ 230×2 topics
- Human-Computer Interaction5▲ 53×3 topics
- Audio Signal Classification5▲ 211×1 topic
- Linguistic Diversity5▲ 319×2 topics
- Music Information Retrieval5▲ 211×1 topic
- Interactive Evolutionary Computation5▲ 286×1 topic
- Music Generation5▲ 286×1 topic
- Human Adaptation4▲ 604×1 topic
- Phylogenetics4▲ 130×1 topic
- Neural Machine Translation4▲ 77×1 topic
- Statistical Machine Translation4▲ 77×1 topic
- Neural Networks4▲ 5.2×8 topics
- Reinforcement Learning3▲ 64×3 topics
- Syntax3▲ 68×2 topics
- Agent-Based Modeling3▲ 29×4 topics
- Markov Decision Processes3▲ 189×1 topic
- Pragmatics3▲ 30×2 topics
- Spoken Dialogue Systems3▲ 189×1 topic
- Simulation3▲ 14×4 topics
- Grammar3▲ 136×1 topic
- Semantics3▲ 129×1 topic
- Cognition3▲ 26×5 topics
- Neural Mechanisms2▲ 34×3 topics
- Social Cognition2▲ 20×5 topics
- Multi-Agent Systems2▲ 18×2 topics
- Argumentation Frameworks2▲ 150×1 topic
- Software Engineering2▲ 44×1 topic
- Embodiment2▲ 18×3 topics
- Emotional Responses2▲ 24×2 topics
- Neural Basis2▲ 28×3 topics
- Auditory Cortex2▲ 72×1 topic
- Human-Robot Interaction2▲ 46×2 topics
- Temporal Processing2▲ 98×1 topic
- Text Classification2▲ 26×3 topics
Which research topics does Sony (France) publish most on?
By volume in 2022–2025: Music and Audio Processing, Speech and Audio Processing, Authorship Attribution and Profiling and Personal Information Management and User Behavior.
Area is fractional works; colour is the subfield each topic belongs to.
- 1 Music and Audio Processing Signal Processing 1 works
- 2 Speech and Audio Processing Signal Processing 1 works
- 3 Authorship Attribution and Profiling Artificial Intelligence 0 works
- 4 Personal Information Management and User Behavior Information Systems and Management 0 works
- 5 Digital Mental Health Interventions Applied Psychology 0 works
- 6 Sentiment Analysis and Opinion Mining Artificial Intelligence 0 works
- 7 Music Technology and Sound Studies Computer Vision and Pattern Recognition 0 works
- 8 Speech Recognition and Synthesis Artificial Intelligence 0 works
- 9 Natural Language Processing Techniques Artificial Intelligence 0 works
- 10 Face and Expression Recognition Computer Vision and Pattern Recognition 0 works
How open and international is its research?
Against the world’s own shares — the tick on each track. Both are shares of its output, so they sit on one scale and can be read against each other as well as against the world.
World: 28% of research is openly available.
World: 19% is written across borders.
How has Sony (France)'s research output changed?
Output in 2018–2022 was 68% higher than in 2013–2017.
The same series as a ribbon — one cell per year, darker for more. The line above answers how much; this answers when.
Other research institutions in Clichy
Research measures only: rankings here say nothing about teaching, admissions or student experience. Comparable institutions and collaboration partners are in the interactive view on the map.