Energy-efficient neural information processing in individual neurons and neuronal networks

Efficient codes and balanced networks

(2016) Sophie Denève et al.   NATURE NEUROSCIENCE

Odor Experience Facilitates Sparse Representations of New Odors in a Large-Scale Olfactory Bulb Model

(2016) Shanglin Zhou et al.   Frontiers in Neuroanatomy

Cable energy function of cortical axons

(2016) Huiwen Ju et al.   Scientific Reports

Energy-efficient population coding constrains network size of a neuronal array system

(2016) Lianchun Yu et al.   Scientific Reports

Towards a Neuronal Gauge Theory

(2016) Biswa Sengupta et al.   PLOS BIOLOGY

Power-Law Dynamics of Membrane Conductances Increase Spiking Diversity in a Hodgkin-Huxley Model

(2016) Wondimu Teka et al.   PLoS Computational Biology

Temperature Effects on Information Capacity and Energy Efficiency of Hodgkin–Huxley Neuron

(2015) Long-Fei Wang et al.   CHINESE PHYSICS LETTERS

Nanoconnectomic upper bound on the variability of synaptic plasticity

(2015) Thomas M Bartol et al.   eLife

Sparse Coding and Lateral Inhibition Arising from Balanced and Unbalanced Dendrodendritic Excitation and Inhibition

(2014) Yuguo Yu et al.   JOURNAL OF NEUROSCIENCE

Network Structure within the Cerebellar Input Layer Enables Lossless Sparse Encoding

(2014) Guy Billings et al.   NEURON

Great Expectations: Using Whole-Brain Computational Connectomics for Understanding Neuropsychiatric Disorders

(2014) Gustavo Deco et al.   NEURON

Optimal size of stochastic Hodgkin-Huxley neuronal systems for maximal energy efficiency in coding pulse signals

(2014) Lianchun Yu et al.   PHYSICAL REVIEW E

ENERGY-EFFICIENT THRESHOLD CIRCUITS COMPUTING MOD FUNCTIONS

(2013) AKIRA SUZUKI et al.   INTERNATIONAL JOURNAL OF FOUNDATIONS OF COMPUTER SCIENCE

Energetic cost of brain functional connectivity

(2013) D. Tomasi et al.   PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA

Balanced Excitatory and Inhibitory Synaptic Currents Promote Efficient Coding and Metabolic Efficiency

(2013) Biswa Sengupta et al.   PLoS Computational Biology

The Effects of Temperature on the Stability of a Neuronal Oscillator

(2013) Anatoly Rinberg et al.   PLoS Computational Biology

Updated Energy Budgets for Neural Computation in the Neocortex and Cerebellum

(2012) Clare Howarth et al.   JOURNAL OF CEREBRAL BLOOD FLOW AND METABOLISM

The Energetics of CNS White Matter

(2012) J. J. Harris et al.   JOURNAL OF NEUROSCIENCE

Why Do Axons Differ in Caliber?

(2012) J. A. Perge et al.   JOURNAL OF NEUROSCIENCE

Critical-State Dynamics of Avalanches and Oscillations Jointly Emerge from Balanced Excitation/Inhibition in Neuronal Networks

(2012) S.-S. Poil et al.   JOURNAL OF NEUROSCIENCE

Maximal Variability of Phase Synchrony in Cortical Networks with Neuronal Avalanches

(2012) H. Yang et al.   JOURNAL OF NEUROSCIENCE

Synaptic Energy Use and Supply

(2012) Julia J. Harris et al.   NEURON

Approximate Invariance of Metabolic Energy per Synapse during Development in Mammalian Brains

(2012) Jan Karbowski   PLoS One

Warm Body Temperature Facilitates Energy Efficient Cortical Action Potentials

(2012) Yuguo Yu et al.   PLoS Computational Biology

Brain Energy Metabolism: Focus on Astrocyte-Neuron Metabolic Cooperation

(2011) Mireille Bélanger et al.   Cell Metabolism

Information Capacity and Transmission Are Maximized in Balanced Cortical Networks with Neuronal Avalanches

(2011) W. L. Shew et al.   JOURNAL OF NEUROSCIENCE

The benefits of noise in neural systems: bridging theory and experiment

(2011) Mark D. McDonnell et al.   NATURE REVIEWS NEUROSCIENCE

Optimal Stimulus Shapes for Neuronal Excitation

(2011) Daniel B. Forger et al.   PLoS Computational Biology

Quantal Analysis Reveals a Functional Correlation between Presynaptic and Postsynaptic Efficacy in Excitatory Connections from Rat Neocortex

(2010) N. R. Hardingham et al.   JOURNAL OF NEUROSCIENCE

Fast Sodium Channel Gating Supports Localized and Efficient Axonal Action Potential Initiation

(2010) C. Schmidt-Hieber et al.   JOURNAL OF NEUROSCIENCE

The free-energy principle: a unified brain theory?

(2010) Karl Friston   NATURE REVIEWS NEUROSCIENCE

Metabolic cost as a unifying principle governing neuronal biophysics

(2010) A. Hasenstaub et al.   PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA

Action Potential Energy Efficiency Varies Among Neuron Types in Vertebrates and Invertebrates

(2010) Biswa Sengupta et al.   PLoS Computational Biology

Information processing limits on generating neuroanatomy: global optimization of rat olfactory cortex and amygdala

(2009) Christopher Cherniak et al.   JOURNAL OF BIOLOGICAL PHYSICS

Neuronal Avalanches Imply Maximum Dynamic Range in Cortical Networks at Criticality

(2009) W. L. Shew et al.   JOURNAL OF NEUROSCIENCE

How the Optic Nerve Allocates Space, Energy Capacity, and Information

(2009) J. A. Perge et al.   JOURNAL OF NEUROSCIENCE

Receptive fields and functional architecture in the retina

(2009) Vijay Balasubramanian et al.   JOURNAL OF PHYSIOLOGY-LONDON

Sodium Entry during Action Potentials of Mammalian Neurons: Incomplete Inactivation and Reduced Metabolic Efficiency in Fast-Spiking Neurons

(2009) Brett C. Carter et al.   NEURON

Odor Representations in Olfactory Cortex: “Sparse” Coding, Global Inhibition, and Oscillations

(2009) Cindy Poo et al.   NEURON

Energy-Efficient Action Potentials in Hippocampal Mossy Fibers

(2009) H. Alle et al.   SCIENCE

Disrupted small-world networks in schizophrenia

(2008) Yong Liu et al.   BRAIN

Altered small-world brain functional networks in children with attention-deficit/hyperactivity disorder

(2008) Liang Wang et al.   HUMAN BRAIN MAPPING

Energy limitation as a selective pressure on the evolution of sensory systems

(2008) J. E. Niven et al.   JOURNAL OF EXPERIMENTAL BIOLOGY

Local Dendritic Activity Sets Release Probability at Hippocampal Synapses

(2008) Tiago Branco et al.   NEURON

Sparse Representation of Sounds in the Unanesthetized Auditory Cortex

(2008) Tomáš Hromádka et al.   PLOS BIOLOGY

Excitation control: balancing PSD-95 function at the synapse

(2008) Dove Keith   Frontiers in Molecular Neuroscience

The criticality hypothesis: how local cortical networks might optimize information processing

(2007) J. M Beggs   PHILOSOPHICAL TRANSACTIONS OF THE ROYAL SOCIETY A-MATHEMATICAL PHYSICAL AND ENGINEERING SCIENCES