Francesco Mannella
Cognitive Neuroscience · 2010–2015
A researcher in the Science corpus: 5 papers; trusts 46 researchers and is trusted by 1 researcher here, as inferred from the citation graph.
Subfields
- Cognitive Neuroscience — 143 citations into it; #9,110 of 10,852 by trust here, #6,180 by citations
- Cellular and Molecular Neuroscience — 79 citations into it
- Neuroscience — 31 citations into it; #472 of 487 by trust here, #461 by citations
- Neurology — 29 citations into it
- Social Psychology — 25 citations into it; #14,482 of 15,694 by trust here, #13,677 by citations
- Molecular Biology — 23 citations into it
- Reinforcement Learning — 18 citations into it
- Artificial Intelligence — 14 citations into it
Whom Francesco Mannella trusts overall
Their strongest outbound trust, strongest first, inferred from their citations.
- Herbert Jaeger
- Richard S. Sutton
- Suzanne N. Haber
- Erkki Oja
- Kevin N. Gurney
- Andrew Barto
- Wolfram Schultz
- Earl K. Miller
- Peter S. Dayan
- Peter Redgrave
Who trusts Francesco Mannella overall
Papers from Francesco Mannella's perspective
Ordered by how strongly the researchers Francesco Mannella trusts endorse each paper. Same corpus, a different order for every researcher.
- Reinforcement Learning: An Introduction
- ImageNet classification with deep convolutional neural networks
- Long Short-Term Memory
- Gradient-based learning applied to document recognition
- Deep Residual Learning for Image Recognition (Computer Vision and Pattern Recognition)
- Adam: A Method for Stochastic Optimization (International Conference on Learning Representations)
- An integrative theory of prefrontal cortex function.
- Simple Statistical Gradient-Following Algorithms for Connectionist Reinforcement Learning
- Learning internal representations by error propagation
- A Neural Substrate of Prediction and Reward
Their papers
- The roles of the amygdala in the affective regulation of body, brain, and behaviour (2010) — 40 citations
- Selection of cortical dynamics for motor behaviour by the basal ganglia (2015) — 46 citations
- The nucleus accumbens as a nexus between values and goals in goal-directed behavior: a review and a new hypothesis (2013) — 161 citations
- The Hierarchical Organisation of Cortical and Basal-Ganglia Systems: A Computationally-Informed Review and Integrated Hypothesis (2013) — 17 citations
- Intrinsically motivated action-outcome learning and goal-based action recall: a system-level bio-constrained computational model. (2013) — 60 citations