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Computation in the human cerebral cortex uses less than 0.2 watts yet this great expense is optimal when considering communication costs

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What this work says

Outgoing claims: the papers this work cites, builds on, or argues with.

inferredcites →https://doi.org/10.1002/0471200611openalex-snapshot
Elements of Information Theory
inferredcites →https://doi.org/10.1002/cne.21974openalex-snapshot
Equal numbers of neuronal and nonneuronal cells make the human brain an isometrically scaled‐up primate brain
inferredcites →https://doi.org/10.1002/j.1538-7305.1948.tb00917.xopenalex-snapshot
A Mathematical Theory of Communication
inferredcites →https://doi.org/10.1002/j.1538-7305.1948.tb01338.xopenalex-snapshot
A Mathematical Theory of Communication
inferredcites →https://doi.org/10.1007/3-540-44581-1_21openalex-snapshot
Strong Entropy Concentration, Game Theory, and Algorithmic Randomness
inferredcites →https://doi.org/10.1007/978-1-4419-9688-6_4openalex-snapshot
Thermodynamics of Bioreactions
inferredcites →https://doi.org/10.1007/bf00250565openalex-snapshot
Structural inhomogeneity in the neuropil of lamina II/III in rabbit visual cortex
inferredcites →https://doi.org/10.1007/bf02084158openalex-snapshot
The thermodynamics of computation—a review
inferredcites →https://doi.org/10.1007/s001250051231openalex-snapshot
Brain substrate utilisation during acute hypoglycaemia
inferredcites →https://doi.org/10.1007/s10863-010-9296-5openalex-snapshot
Beyond the Chemiosmotic Theory: Analysis of Key Fundamental Aspects of Energy Coupling in Oxidative Phosphorylation in the Light of a Torsional Mechanism of Energy Transduction and ATP Synthesis—Invited Review Part 1
inferredcites →https://doi.org/10.1016/0166-2236(92)90352-9openalex-snapshot
Axonal trees and cortical architecture
inferredcites →https://doi.org/10.1016/0896-6273(95)90223-6openalex-snapshot
Facilitation and depression at single central synapses
inferredcites →https://doi.org/10.1016/j.bpc.2016.10.002openalex-snapshot
The thermodynamic efficiency of ATP synthesis in oxidative phosphorylation
inferredcites →https://doi.org/10.1016/j.bpc.2017.08.005openalex-snapshot
Two-ion theory of energy coupling in ATP synthesis rectifies a fundamental flaw in the governing equations of the chemiosmotic theory
inferredcites →https://doi.org/10.1016/j.cub.2015.10.063openalex-snapshot
Energy-Efficient Information Transfer by Visual Pathway Synapses
inferredcites →https://doi.org/10.1016/j.cub.2016.08.053openalex-snapshot
The Influence of Wiring Economy on Nervous System Evolution
inferredcites →https://doi.org/10.1016/s0531-5565(02)00151-1openalex-snapshot
Aging and the human neocortex
inferredcites →https://doi.org/10.1016/s0896-6273(00)81017-xopenalex-snapshot
Inactivation of Presynaptic Calcium Current Contributes to Synaptic Depression at a Fast Central Synapse
inferredcites →https://doi.org/10.1016/s0896-6273(02)00679-7openalex-snapshot
Wiring Optimization in Cortical Circuits
inferredcites →https://doi.org/10.1016/s0960-9822(03)00135-0openalex-snapshot
The Cost of Cortical Computation
inferredcites →https://doi.org/10.1038/087345a0openalex-snapshot
An Introduction to the Theory of Statistics
inferredcites →https://doi.org/10.1038/236openalex-snapshot
The metabolic cost of neural information
inferredcites →https://doi.org/10.1038/jcbfm.2010.25openalex-snapshot
Brain Nonoxidative Carbohydrate Consumption is Not Explained by Export of an Unknown Carbon Source: Evaluation of the Arterial and Jugular Venous Metabolome
inferredcites →https://doi.org/10.1038/jcbfm.2012.35openalex-snapshot
Updated Energy Budgets for Neural Computation in the Neocortex and Cerebellum
inferredcites →https://doi.org/10.1038/jcbfm.2013.103openalex-snapshot
The Effect of Cell Size and Channel Density on Neuronal Information Encoding and Energy Efficiency
inferredcites →https://doi.org/10.1038/nn.2359openalex-snapshot
Distinct contributions of Nav1.6 and Nav1.2 in action potential initiation and backpropagation
inferredcites →https://doi.org/10.1038/nn.3132openalex-snapshot
State and location dependence of action potential metabolic cost in cortical pyramidal neurons
inferredcites →https://doi.org/10.1038/nphys3230openalex-snapshot
Thermodynamics of information
inferredcites →https://doi.org/10.1038/nrn3214openalex-snapshot
The economy of brain network organization
inferredcites →https://doi.org/10.1073/pnas.0803652105openalex-snapshot
Gender differences in human cortical synaptic density
inferredcites →https://doi.org/10.1073/pnas.090504197openalex-snapshot
A universal scaling law between gray matter and white matter of cerebral cortex
inferredcites →https://doi.org/10.1073/pnas.1010459107openalex-snapshot
Regional aerobic glycolysis in the human brain
inferredcites →https://doi.org/10.1073/pnas.83.4.1140openalex-snapshot
Focal physiological uncoupling of cerebral blood flow and oxidative metabolism during somatosensory stimulation in human subjects.
inferredcites →https://doi.org/10.1097/00004647-200110000-00001openalex-snapshot
An Energy Budget for Signaling in the Grey Matter of the Brain
inferredcites →https://doi.org/10.1109/101.250230openalex-snapshot
Differential pass-transistor logic
inferredcites →https://doi.org/10.1109/101.261888openalex-snapshot
White noise in MOS transistors and resistors
inferredcites →https://doi.org/10.1109/9780470544112.part1openalex-snapshot
An Introduction to Statistical Communication Theory
inferredcites →https://doi.org/10.1109/ijcnn.1999.831481openalex-snapshot
Relating information capacity to a biophysical model for blowfly retina
inferredcites →https://doi.org/10.1109/mspec.2017.7934231openalex-snapshot
Special report : Can we copy the brain? - A road map for the artificial brain
inferredcites →https://doi.org/10.1109/mspec.2017.8048840openalex-snapshot
The bitcoin mines of China
inferredcites →https://doi.org/10.1109/tmbmc.2017.2655021openalex-snapshot
Neural Computation From First Principles: Using the Maximum Entropy Method to Obtain an Optimal Bits-Per-Joule Neuron
inferredcites →https://doi.org/10.1111/j.1469-185x.1966.tb01501.xopenalex-snapshot
CHEMIOSMOTIC COUPLING IN OXIDATIVE AND PHOTOSYNTHETIC PHOSPHORYLATION
inferredcites →https://doi.org/10.1113/jphysiol.1990.sp018293openalex-snapshot
Amino acid‐mediated EPSPs at primary afferent synapses with substantia gelatinosa neurones in the rat spinal cord.
inferredcites →https://doi.org/10.1126/science.1089662openalex-snapshot
Communication in Neuronal Networks
inferredcites →https://doi.org/10.1126/science.2063199openalex-snapshot
Reading a Neural Code
inferredcites →https://doi.org/10.1126/science.3260686openalex-snapshot
Nonoxidative Glucose Consumption During Focal Physiologic Neural Activity
inferredcites →https://doi.org/10.1137/1.9781611971125openalex-snapshot
Stochastic Processes
inferredcites →https://doi.org/10.1147/rd.441.0261openalex-snapshot
Irreversibility and heat generation in the computing process
inferredcites →https://doi.org/10.1147/rd.53.0183openalex-snapshot
Irreversibility and Heat Generation in the Computing Process
inferredcites →https://doi.org/10.1152/jn.00646.2003openalex-snapshot
Analysis of the Optimal Channel Density of the Squid Giant Axon Using a Reparameterized Hodgkin–Huxley Model
inferredcites →https://doi.org/10.1152/jn.01204.2005openalex-snapshot
Metabolic Energy Cost of Action Potential Velocity
inferredcites →https://doi.org/10.1152/physrev.1997.77.3.731openalex-snapshot
Cellular energy utilization and molecular origin of standard metabolic rate in mammals
inferredcites →https://doi.org/10.1162/089976601300014358openalex-snapshot
Metabolically Efficient Information Processing
inferredcites →https://doi.org/10.1162/neco.1996.8.3.531openalex-snapshot
Energy Efficient Neural Codes
inferredcites →https://doi.org/10.1172/jci117003openalex-snapshot
Diminished brain glucose metabolism is a significant determinant for falling rates of systemic glucose utilization during sleep in normal humans.
inferredcites →https://doi.org/10.1201/9781420033991openalex-snapshot
Maxwell's Demon 2 Entropy, Classical and Quantum Information, Computing
inferredcites →https://doi.org/10.1214/aoms/1177728069openalex-snapshot
On a Measure of the Information Provided by an Experiment
inferredcites →https://doi.org/10.1371/journal.pbio.0050116openalex-snapshot
Fly Photoreceptors Demonstrate Energy-Information Trade-Offs in Neural Coding
inferredcites →https://doi.org/10.1371/journal.pcbi.0030079openalex-snapshot
Stochastic Simulations on the Reliability of Action Potential Propagation in Thin Axons
inferredcites →https://doi.org/10.1371/journal.pcbi.1004532openalex-snapshot
Cortical Composition Hierarchy Driven by Spine Proportion Economical Maximization or Wire Volume Minimization
inferredcites →https://doi.org/10.1371/journal.pone.0017514openalex-snapshot
Scaling of Brain Metabolism with a Fixed Energy Budget per Neuron: Implications for Neuronal Activity, Plasticity and Evolution
inferredcites →https://doi.org/10.1371/journal.pone.0180839openalex-snapshot
A consensus layer V pyramidal neuron can sustain interpulse-interval coding
inferredcites →https://doi.org/10.1523/jneurosci.17-20-07606.1997openalex-snapshot
Estimating the Time Course of the Excitatory Synaptic Conductance in Neocortical Pyramidal Cells Using a Novel Voltage Jump Method
inferredcites →https://doi.org/10.1523/jneurosci.20-07-02480.2000openalex-snapshot
Release-Independent Short-Term Synaptic Depression in Cultured Hippocampal Neurons
inferredcites →https://doi.org/10.1523/jneurosci.22-11-04746.2002openalex-snapshot
Energy-Efficient Neuronal Computation via Quantal Synaptic Failures
inferredcites →https://doi.org/10.1644/08-mamm-a-089.1openalex-snapshot
Effects of Habitat Conversion on Temporal Activity Patterns of Phyllostomid Bats in Lowland Amazonian Rain Forest
inferredcites →https://doi.org/10.2307/2288754openalex-snapshot
Probability, Random Variables, and Stochastic Processes.
inferredcites →https://doi.org/10.48550/arxiv.1705.06963openalex-snapshot
A Survey of Neuromorphic Computing and Neural Networks in Hardware

What points at this work

Incoming claims: where this work appears in other papers’ reference lists and arguments.

inferred← citeshttps://doi.org/10.1007/s11760-023-02574-3openalex-snapshot
Spike representation of depth image sequences and its application to hand gesture recognition with spiking neural network
inferred← citeshttps://doi.org/10.1016/j.bpc.2020.106496openalex-snapshot
Molecular-level understanding of biological energy coupling and transduction: Response to “Chemiosmotic misunderstandings”
inferred← citeshttps://doi.org/10.1016/j.patter.2025.101232openalex-snapshot
Starting a synthetic biological intelligence lab from scratch
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Training Spiking Neural Networks Using Lessons From Deep Learning
inferred← citeshttps://doi.org/10.1364/ome.449036openalex-snapshot
Non-spectroscopic sensing enabled by an electro-optical reservoir computer
inferred← citeshttps://doi.org/10.3389/fnins.2022.867027openalex-snapshot
Parallelization of Neural Processing on Neuromorphic Hardware
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