William B. Levy

Publication Activity (10 Years)

Years Active: 1988-2023
Publications (10 Years): 11

Top Topics

Colour Image Segmentation

Energy Efficient

Information Flow

Top Venues

IEEE Trans. Mol. Biol. Multi Scale Commun.

PLoS Comput. Biol.

Neural Networks

Publications

William B. Levy, Robert A. Baxter
Growing dendrites enhance a neuron's computational power and memory capacity. Neural Networks 164 (2023)
Robert A. Baxter, William B. Levy
Constructing multilayered neural networks with sparse, data-driven connectivity using biologically-inspired, complementary, homeostatic mechanisms. Neural Networks 122 (2020)
Robert A. Baxter, William B. Levy
Multilayered Neural Networks With Sparse, Data-driven Connectivity and Balanced Information and Energy Efficiency. CISS (2019)
Danielle Morel, Chandan Singh, William B. Levy
Linearization of excitatory synaptic integration at no extra cost. J. Comput. Neurosci. 44 (2) (2018)
Mustafa Sungkar, Toby Berger, William B. Levy
Capacity achieving input distribution to the generalized inverse Gaussian neuron model. Allerton (2017)
Harang Ju, Costa M. Colbert, William B. Levy
Limited synapse overproduction can speed development but sometimes with long-term energy and discrimination penalties. PLoS Comput. Biol. 13 (9) (2017)
William B. Levy, Toby Berger, Mustafa Sungkar
Neural Computation From First Principles: Using the Maximum Entropy Method to Obtain an Optimal Bits-Per-Joule Neuron. IEEE Trans. Mol. Biol. Multi Scale Commun. 2 (2) (2016)
Mustafa Sungkar, Toby Berger, William B. Levy
Mutual Information and Parameter Estimation in the Generalized Inverse Gaussian Diffusion Model of Cortical Neurons. IEEE Trans. Mol. Biol. Multi Scale Commun. 2 (2) (2016)
William B. Levy, Harang Ju, Robert A. Baxter, Costa M. Colbert
Controlling information flow and energy use via adaptive synaptogenesis. CISS (2016)
Blake T. Thomas, Davis W. Blalock, William B. Levy
Adaptive Synaptogenesis Constructs Neural Codes That Benefit Discrimination. PLoS Comput. Biol. 11 (7) (2015)
Jie Xing, Toby Berger, Mustafa Sungkar, William B. Levy
Energy Efficient Neurons With Generalized Inverse Gaussian Conditional and Marginal Hitting Times. IEEE Trans. Inf. Theory 61 (8) (2015)
William B. Levy, Toby Berger
Design principles and specifications for neural-like computation under constraints on information preservation and energy costs as analyzed with statistical theory. ISIT (2012)
Toby Berger, William B. Levy, Jie Xing
Energy efficient neurons with generalized inverse Gaussian interspike interval durations. Allerton (2011)
Toby Berger, William B. Levy
A mathematical theory of energy efficient neural computation and communication. IEEE Trans. Inf. Theory 56 (2) (2010)
William B. Levy, Kai S. Chang, Andrew G. Howe
Progressively introducing quantified biological complexity into a hippocampal CA3 model. IJCNN (2009)
Danielle Morel, William B. Levy
The cost of linearization. J. Comput. Neurosci. 27 (2) (2009)
Toby Berger, William B. Levy
Information transfer by energy-efficient neurons. ISIT (2009)
Ashlie B. Hocking, William B. Levy
Theta-modulated input reduces intrinsic gamma oscillations in a hippocampal model. Neurocomputing 70 (10-12) (2007)
Patrick Crotty, William B. Levy
channel inactivation kinetics on metabolic energy costs of action potentials. Neurocomputing 70 (10-12) (2007)
Danielle Morel, William B. Levy
Persistent sodium is a better linearizing mechanism than the hyperpolarization-activated current. Neurocomputing 70 (10-12) (2007)
William B. Levy, Danielle Morel
A Bayesian Constraint on Neural Computation. ISIT (2006)
Patrick Crotty, William B. Levy
Intersymbol interference in axonal transmission. Neurocomputing 69 (10-12) (2006)
William B. Levy, Xiangbao Wu
External activity and the freedom to recode. Neurocomputing 69 (10-12) (2006)
Xiangbao Wu, William B. Levy
Decision functions that can support a hippocampal model. Neurocomputing 69 (10-12) (2006)
Ashlie B. Hocking, William B. Levy
Gamma oscillations in a minimal CA3 model. Neurocomputing 69 (10-12) (2006)
William B. Levy, Ashlie B. Hocking, Xiangbao Wu
Erratum to: Interpreting hippocampal function as recoding and forecasting [Neural Networks 18 (9) 1242-1264]. Neural Networks 19 (2) (2006)
William B. Levy, A. Sanyal, Xiangbao Wu, Paul Rodríguez, David W. Sullivan
The formation of neural codes in the hippocampus: trace conditioning as a prototypical paradigm for studying the random recoding hypothesis. Biol. Cybern. 92 (6) (2005)
Xiangbao Wu, William B. Levy
Erratum to 'Increasing CS and US longevity increases the learnable trace interval' by X. Wu and W.B. Levy: [Neurocomputing 65-66 (2005) 283-289]. Neurocomputing 68 (2005)
Patrick Crotty, William B. Levy
Energy-efficient interspike interval codes. Neurocomputing (2005)
Ashlie B. Hocking, William B. Levy
Computing conditional probabilities in a minimal CA3 pyramidal neuron. Neurocomputing (2005)
Joanna Tyrcha, William B. Levy
Synaptic failures and a Gaussian excitation distribution. Neurocomputing (2005)
Thomas Sangrey, William B. Levy
Conduction velocity costs energy. Neurocomputing (2005)
David W. Sullivan, William B. Levy
Activity affects trace conditioning performance in a minimal hippocampal model. Neurocomputing (2005)
William B. Levy, Ashlie B. Hocking, Xiangbao Wu
Interpreting hippocampal function as recoding and forecasting. Neural Networks 18 (9) (2005)
Xiangbao Wu, William B. Levy
Increasing CS and US longevity increases the learnable trace interval. Neurocomputing (2005)
Paul Rodríguez, William B. Levy
Configural representations in transverse patterning with a hippocampal model. Neural Networks 17 (2) (2004)
Joanna Tyrcha, William B. Levy
Another contribution by synaptic failures to energy efficient processing by neurons. Neurocomputing (2004)
William B. Levy
Contrasting rules for synaptogenesis, modification of existing synapses, and synaptic removal as a function of neuronal computation. Neurocomputing (2004)
David W. Sullivan, William B. Levy
Quantal synaptic failures improve performance in a sequence learning model of hippocampal CA3. Neurocomputing (2003)
William B. Levy, Xiangbao Wu, Anthony J. Greene, Barbara A. Spellman
A source of individual variation. Neurocomputing (2003)
Xiangbao Wu, William B. Levy
Simulating the transverse non-patterning problem. Neurocomputing (2002)
Xiangbao Wu, William B. Levy
Simulating symbolic distance effects in the transitive inference problem. Neurocomputing (2001)
Sean Polyn, William B. Levy
Dynamic control of inhibition improves performance of a hippocampal model. Neurocomputing (2001)
Sean Polyn, Xiangbao Wu, William B. Levy
Entorhinal/dentate excitation of CA3: A critical variable in hippocampal models. Neurocomputing (2000)
Aaron P. Shon, Xiangbao Wu, William B. Levy
Using computational simulations to discover optimal training paradigms. Neurocomputing (2000)
Xiangbao Wu, William B. Levy
Enhancing the performance of a hippocampal model by increasing variability early in learning. Neurocomputing (1999)
D. A. August, William B. Levy
Temporal Sequence Compression by an Integrate-and-Fire Model of Hippocampal Area CA3. J. Comput. Neurosci. 6 (1) (1999)
William B. Levy, Hakan Deliç, Dawn M. Adelsberger-Mangan
The statistical relationship between connectivity and neural activity in fractionally connected feed-forward networks. Biol. Cybern. 80 (2) (1999)
Asohan Amarasingham, William B. Levy
Predicting the Distribution of Synaptic Strengths in a Self-Organizing, Sequence Prediction Model. Neural Comput. 10 (1) (1998)
Xiangbao Wu, Joanna Tyrcha, William B. Levy
A neural network solution to the transverse patterning problem depends on repetition of the input code. Biol. Cybern. 79 (3) (1998)
William B. Levy, Per B. Sederberg
A neural network model of hippocampally mediated trace conditioning. ICNN (1997)
William B. Levy, Xiangbao Wu
A simple, biologically motivated neural network solves the transitive inference problem. ICNN (1997)
D. A. August, William B. Levy
A simple spike train decoder inspired by the sampling theorem. Neural Comput. 8 (1) (1996)
William B. Levy, Rohan A. Baxter
Energy efficient neural codes. Neural Comput. 8 (3) (1996)
Xiangbao Wu, Robert A. Baxter, William B. Levy
Context codes and the effect of noisy learning on a simplified hippocampal CA3 model. Biol. Cybern. 74 (2) (1996)
Dawn M. Adelsberger-Mangan, William B. Levy
The influence of limited presynaptic growth and synapse removal on adaptive synaptogenesis. Biol. Cybern. 71 (5) (1994)
William B. Levy, Hakan Deliç
Maximum entropy aggregation of individual opinions. IEEE Trans. Syst. Man Cybern. 24 (4) (1994)
Ali A. Minai, William B. Levy
Setting the Activity Level in Sparse Random Networks. Neural Comput. 6 (1) (1994)
Dawn M. Adelsberger-Mangan, William B. Levy
Adaptive synaptogenesis constructs networks that maintain information and reduce statistical dependence. Biol. Cybern. 70 (1) (1993)
Ali A. Minai, William B. Levy
The dynamics of sparse random networks. Biol. Cybern. 70 (2) (1993)
Ali A. Minai, William B. Levy
Predicting Complex Behavior in Sparse Asymmetric Networks. NIPS (1992)
Dawn M. Adelsberger-Mangan, William B. Levy
Information maintenance and statistical dependence reduction in simple neural networks. Biol. Cybern. 67 (5) (1992)
Shailesh U. Hegde, Jeffrey L. Swee, William B. Levy
Determination of parameters in a Hopfield/Tank computational network. ICNN (1988)