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Papers
Kevin-Sean-Chen edited this page Nov 1, 2017
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- These are selected papers I am currently reading. It would be updated when I finish reading/give up or find out/replace with new relevant references, hopefully.
- Predictive coding in the visual cortex: a functional interpretation of some extra-classical receptive-field effects
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- an original paper on predictive coding in V1 RFs
- The free-energy principle: a unified brain theory?
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- a more general predictive scheme in brain activity
- The hippocampus as a predictive map
- Primary Visual Cortex Represents the Difference Between Past and Present
- General Cortical and Special Prefrontal Connections: Principles from Structure to Function
- Distributed Hierarchical Processing in the Primate Cerebral Cortex
- Local Diversity and Fine-Scale Organization of Receptive Fields in Mouse Visual Cortex
- Highly Selective Receptive Fields in Mouse Visual Cortex
- Traveling Waves in Visual Cortex
- Inhibitory Plasticity Balances Excitation and Inhibition in Sensory Pathways and Memory Networks
- Rich-Club Organization in Effective Connectivity among Cortical Neurons
- Self-Tuned Critical Anti-Hebbian Networks
- The Dynamic Brain: From Spiking Neurons to Neural Masses and Cortical Fields
- Is there chaos in the brain? II. Experimental evidence and related models
- Synaptic input sequence discrimination on behavioral timescales mediated by reaction-diffusion chemistry in dendrites
- Why does deep and cheap learning work so well?
- Deep Predictive Coding Networks for Video Prediction and Unsupervised Learning
- Opening the Black Box of Deep Neural Networks via Information
- Neuroscience-Inspired Artificial Intelligence
- Perspectives on theory at the interface of physics and biology
- Physical limits to magnetogenetics
- Broken Detailed Balance of Filament Dynamics in Active Networks
- Probabilistic models of individual and collective animal behavior
- Information processing in living systems
- Local information transfer as a spatiotemporal filter for complex systems
- A universal tradeoff between power, precision and speed in physical communication
- Thermodynamics of information
- Statistical physics of self-replication
- The thermodynamics of prediction
- Learning in Neural Networks Based on a Generalized Fluctuation Theorem