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Communication consumes 35 times more energy than computation in the human cortex, but both costs are needed to predict synapse number

Proceedings of the National Academy of Sciences - PNAS, 2021-05, Vol.118 (18), p.1-12

2021

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A consensus layer V pyramidal neuron can sustain interpulse-interval coding

PloS one, 2017-07, Vol.12 (7), p.e0180839-e0180839

2017

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Growing dendrites enhance a neuron’s computational power and memory capacity

Neural networks, 2023-07, Vol.164, p.275-309

2023

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Limited synapse overproduction can speed development but sometimes with long-term energy and discrimination penalties

PLoS computational biology, 2017-09, Vol.13 (9), p.e1005750-e1005750

2017

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Constructing multilayered neural networks with sparse, data-driven connectivity using biologically-inspired, complementary, homeostatic mechanisms

Neural networks, 2020-02, Vol.122, p.68-93

2020

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Linearization of excitatory synaptic integration at no extra cost

Journal of computational neuroscience, 2018-04, Vol.44 (2), p.173-188

2018

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Adaptive Synaptogenesis Constructs Neural Codes That Benefit Discrimination

PLoS computational biology, 2015-07, Vol.11 (7), p.e1004299-e1004299

2015

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A Mathematical Theory of Energy Efficient Neural Computation and Communication

IEEE transactions on information theory, 2010-02, Vol.56 (2), p.852-874

2010

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Metabolic Energy Cost of Action Potential Velocity

Journal of neurophysiology, 2006-09, Vol.96 (3), p.1237-1246

2006

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Neural Computation From First Principles: Using the Maximum Entropy Method to Obtain an Optimal Bits-Per-Joule Neuron

IEEE transactions on molecular, biological, and multi-scale communications, 2016-12, Vol.2 (2), p.154-165

2016

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Energy-Efficient Neuronal Computation via Quantal Synaptic Failures

The Journal of neuroscience, 2002-06, Vol.22 (11), p.4746-4755

2002

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Mutual Information and Parameter Estimation in the Generalized Inverse Gaussian Diffusion Model of Cortical Neurons

IEEE transactions on molecular, biological, and multi-scale communications, 2016-12, Vol.2 (2), p.166-182

2016

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Energy efficient neural codes

Neural computation, 1996-04, Vol.8 (3), p.531-543

1996

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The cost of linearization

Journal of computational neuroscience, 2009-10, Vol.27 (2), p.259-275

2009

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Interpreting hippocampal function as recoding and forecasting

Neural networks, 2005-11, Vol.18 (9), p.1242-1264

2005

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Cost of linearization for different time constants

BMC neuroscience, 2008-07, Vol.9 (S1), p.P52-P52, Article P52

2008

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Neuronal dynamics during the learning of trace conditioning in a CA3 model of hippocampal function

Cognitive neurodynamics, 2014-04, Vol.8 (2), p.127-141

2014

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Aortic Thromboembolism Successfully Treated with Anticoagulation and Antiplatelet Therapy

The American journal of medicine, 2009-12, Vol.122 (12), p.e3-e4

2009

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When logic fails : Implicit transitive inference in humans

Memory & cognition, 2005-06, Vol.33 (4), p.742-750

2005

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Discovering Associative Long-term Synaptic Modification and Timing Dependence of Plasticity - a Very Brief and Personal History

Frontiers in synaptic neuroscience, 2010, Vol.2, p.149-149

Levy, William B

2010

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A Model of Hippocampal Activity in Trace Conditioning: Where's the Trace?

Behavioral neuroscience, 2001-12, Vol.115 (6), p.1224-1238

2001

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Gamma oscillations in a minimal CA3 model

NeuroImage (Orlando, Fla.), 2006-06, Vol.69 (10), p.1244-1248

2006

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Decision functions that can support a hippocampal model

NeuroImage (Orlando, Fla.), 2006-06, Vol.69 (10), p.1238-1243

2006

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Persistent sodium is a better linearizing mechanism than the hyperpolarization-activated current

Neurocomputing (Amsterdam), 2007-06, Vol.70 (10), p.1635-1639

2007

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Nonsurgical Management of a Left Ventricular Pedunculated Papillary Fibroelastoma: A Case Report

Journal of the American Society of Echocardiography, 2008-07, Vol.21 (7), p.877.e4-877.e7

2008

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Communication consumes 35 times more energy than computation in the human cortex, but both costs are needed to predict synapse number

A consensus layer V pyramidal neuron can sustain interpulse-interval coding

Growing dendrites enhance a neuron’s computational power and memory capacity

Limited synapse overproduction can speed development but sometimes with long-term energy and discrimination penalties

Constructing multilayered neural networks with sparse, data-driven connectivity using biologically-inspired, complementary, homeostatic mechanisms

Linearization of excitatory synaptic integration at no extra cost

Adaptive Synaptogenesis Constructs Neural Codes That Benefit Discrimination

A Mathematical Theory of Energy Efficient Neural Computation and Communication

Metabolic Energy Cost of Action Potential Velocity

Neural Computation From First Principles: Using the Maximum Entropy Method to Obtain an Optimal Bits-Per-Joule Neuron

Energy-Efficient Neuronal Computation via Quantal Synaptic Failures

Mutual Information and Parameter Estimation in the Generalized Inverse Gaussian Diffusion Model of Cortical Neurons

Energy efficient neural codes

The cost of linearization

Interpreting hippocampal function as recoding and forecasting

Cost of linearization for different time constants

Neuronal dynamics during the learning of trace conditioning in a CA3 model of hippocampal function

Aortic Thromboembolism Successfully Treated with Anticoagulation and Antiplatelet Therapy

When logic fails : Implicit transitive inference in humans

Discovering Associative Long-term Synaptic Modification and Timing Dependence of Plasticity - a Very Brief and Personal History

A Model of Hippocampal Activity in Trace Conditioning: Where's the Trace?

Gamma oscillations in a minimal CA3 model

Decision functions that can support a hippocampal model

Persistent sodium is a better linearizing mechanism than the hyperpolarization-activated current

Nonsurgical Management of a Left Ventricular Pedunculated Papillary Fibroelastoma: A Case Report

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