Results 21 to 30 of about 3,925,029 (216)
Frontiers in Computational Neuroscience, 2022 This paper introduces a self-tuning mechanism for capturing rapid adaptation to changing visual stimuli by a population of neurons. Building upon the principles of efficient sensory encoding, we show how neural tuning curve parameters can be continually ...
Scott T. Steinmetz +3 more
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An efficient error resilience scheme based on wyner-ziv coding for region-of-Interest protection of wavelet based video transmission [PDF]
, 2008 In this paper, we propose a bandwidth efficient error resilience scheme for wavelet based video transmission over wireless channel by introducing an additional Wyner-Ziv (WZ) stream to protect region of interest (ROI) in a frame.
Zhuo, X, Loo, KK, Cosmas, J, Yip, PY
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Disorder and the Neural Representation of Complex Odors
Frontiers in Computational Neuroscience, 2022 Animals smelling in the real world use a small number of receptors to sense a vast number of natural molecular mixtures, and proceed to learn arbitrary associations between odors and valences.
Kamesh Krishnamurthy +4 more
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Surveillance centric coding [PDF]
, 2011 PhDThe research work presented in this thesis focuses on the development of techniques specific to surveillance videos for efficient video compression with higher processing speed.
Akram, Muhammad
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Joint Learning of Binocularly Driven Saccades and Vergence by Active Efficient Coding [PDF]
Frontiers in Neurorobotics, 2017 Jochen Triesch, Shi Bertram E
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Frontiers in Cellular Neuroscience, 2015 Although neurons within intact nervous systems can be classified as ‘sensory’ or ‘motor,’ it is not known whether there is any general distinction between sensory and motor neurons at the cellular or molecular levels.
Haram R Kim +2 more
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Adaptive coding for dynamic sensory inference
eLife, 2018 Behavior relies on the ability of sensory systems to infer properties of the environment from incoming stimuli. The accuracy of inference depends on the fidelity with which behaviorally relevant properties of stimuli are encoded in neural responses. High-
Wiktor F Młynarski, Ann M Hermundstad
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Optimal Population Coding for Dynamic Input by Nonequilibrium Networks
Entropy, 2022 The efficient coding hypothesis states that neural response should maximize its information about the external input. Theoretical studies focus on optimal response in single neuron and population code in networks with weak pairwise interactions. However,
Kevin S. Chen
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Expansion and contraction of resource allocation in sensory bottlenecks
eLife, 2022 Topographic sensory representations often do not scale proportionally to the size of their input regions, with some expanded and others contracted. In vision, the foveal representation is magnified cortically, as are the fingertips in touch.
Laura R Edmondson +2 more
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Imitation Learning Based on an Intrinsic Motivation Mechanism for Efficient Coding
Frontiers in Psychology, 2013 A hypothesis regarding the development of imitation learning is presented that is rooted in intrinsic motivations. It is derived from a recently proposed form of intrinsically motivated learning (IML) for efficient coding in active perception, wherein an
Jochen eTriesch
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