efficient coding

Word boundaries and the morphology-syntax trade-off COLING 2025 Manipulating dropout reveals an optimal balance of efficiency and robustness in biological and machine visual systems ICLR 2024 Shaping the distribution of neural responses with interneurons in a recurrent circuit model NeurIPS 2024 Learning Efficient Coding of Natural Images with Maximum Manifold Capacity Representations NeurIPS 2023 Biologically plausible solutions for spiking networks with efficient coding NeurIPS 2022 Efficient coding, channel capacity, and the emergence of retinal mosaics NeurIPS 2022 Phase transitions in when feedback is useful NeurIPS 2022 Adaptation Properties Allow Identification of Optimized Neural Codes NeurIPS 2020 Compact task representations as a normative model for higher-order brain activity NeurIPS 2020 A Unified Theory of Early Visual Representations from Retina to Cortex through Anatomically Constrained Deep CNNs ICLR 2019 Nonlinear scaling of resource allocation in sensory bottlenecks NeurIPS 2019 Beauty-in-averageness and its contextual modulations: A Bayesian statistical account NeurIPS 2018 Power-law efficient neural codes provide general link between perceptual bias and discriminability NeurIPS 2018 The emergence of multiple retinal cell types through efficient coding of natural movies NeurIPS 2018 Efficient coding provides a direct link between prior and likelihood in perceptual Bayesian inference NeurIPS 2012 Efficient Spike-Coding with Multiplicative Adaptation in a Spike Response Model NeurIPS 2012 The topographic unsupervised learning of natural sounds in the auditory cortex NeurIPS 2012 Efficient coding of natural images with a population of noisy Linear-Nonlinear neurons NeurIPS 2011 Unsupervised learning models of primary cortical receptive fields and receptive field plasticity NeurIPS 2011 Divisive Normalization: Justification and Effectiveness as Efficient Coding Transform NeurIPS 2010 A Theory of Retinal Population Coding NeurIPS 2006