Papers and Articles
Repo of cool neuroscience and AI papers & articles shared internally
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Topic Tags: CS: Computer Science, RL: Reinforcement Learning, DL: Deep Learning, QC: Quantum Computing, NS: Neuroscience, Bio: Biology, Phil: Philosophy. You can filter simply by Ctrl+F/Cmd+F‘ing the tags.
| Topic(s) | Title | Platform |
|---|---|---|
CS, NS | Opportunities for neuromorphic computing algorithms and applications | Nature |
AI, DL, Bio, NS | Deep Predictive Coding Network for Object Recognition | arXiv |
AI, DL, Bio | Biologically plausible deep learning – but how far can we go with shallow networks? | arXiv |
AI, DL, Bio | A Biologically Plausible Learning Algorithm for Neural Networks | IBM Blog |
AI, DL | Self-Aware Neural Network Systems: A Survey and New Perspective | IEEE Explore |
AI, DL | Adversarial Perturbations Are Not So Weird: Entanglement of Robust and Non-Robust Features in Neural Network Classifiers | arXiv |
AI, DL | Adversarial Examples Are Not Bugs, They Are Features | arXiv |
AI, DL | Simulated Policy Learning in Video Models | Google AI |
NS | Changes in subjective experience elicited by direct stimulation of the human orbitofrontal cortex | PubMed Central |
Bio, NS | Adolescent Neurodevelopment | PubMed Central |
AI, DL | Improving Sparse Training with RigL | Google AI |
AI, NS | AI Generated Faces Are More Trustworthy Than Real Faces Say Researchers Who Warn of “Deep Fakes” | Neuroscience News |
Bio, NS | First-in-human implant of a “closed-loop” bioelectronic research system for investigating treatments for brain disorders | Oxford Neuro |
Bio | From one cell to many: How did multicellularity evolve? | Science Daily |
NS, Bio | An Artificial Network Kept on The ‘Edge of Chaos’ Acts Much Like a Human Brain | ScienceAlert |
QC, CS | A quantum-inspired classical algorithm for recommendation systems | arXiv |
DL, CS | A Universal Law of Robustness via Isoperimetry | arXiv |
QC, DL | Quantum Complexity Tamed by Machine Learning | Quanta |
NS, Bio | Brainnet: A Multi-Person Brain-to-Brain Interface for Direct Collaboration Between Brains | Nature |
CS, Phil | Towards a Conscious AI | UC Berkeley YT |
Bio | Apparently There’s a Jellyfish Whose Sting Causes Feelings of Impending Doom | The Cut |
DL, CS | The Loss Surfaces of Multilayer Networks | arXiv |
CS, Phil | Moving beyond “algorithmic bias is a data problem” | ScienceDirect |
Dl, CS | Efficient Neural Architecture Search | arXiv |
DL, CS | Progressive Neural Architecture Search | arXiv |
DL, CS | A New Link to an Old Model Could Crack the Mystery of Deep Learning | Quanta |
DL, CS | Researchers Build AI That Builds AI | Quanta |
DL, CS, NS | Informing deep neural networks by multiscale principles of neuromodulatory systems | Cell |
DL, CS | The Lottery Ticket Hypothesis | arXiv |
DL, CS | Learning in High Dimension Always Amounts to Extrapolation | arXiv |
DL, CS, RL | Policy-Gradient Algorithms Have No Guarantees of Convergence in Linear Quadratic Games | IFAAMAS |
DL, CS, RL | Global Convergence of Policy Gradient Methods for the Linear Quadratic Regulator | arXiv |
DL, CS | Evolutionary approaches towards AI: past, present, and future | Towards Data Science |
DL, CS, RL | An Outsider’s Tour of Reinforcement Learning | argmin.net |
DL, CS | Task-Aware Representation of Sentences for Generic Text Classification | GitHub |
DL, CS, RL | DeepTraffic: Crowdsourced Hyperparameter Tuning of Deep Reinforcement Learning Systems for Multi-Agent Dense Traffic Navigation | arXiv |