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
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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 |