Dominique F. Chu

Publication Activity (10 Years)

Years Active: 2003-2024
Publications (10 Years): 12

Top Topics

Biologically Inspired

Spiking Neurons

Multilabel Classification

Top Venues

Neural Networks

Publications

Florian Bacho, Dominique F. Chu
Low-variance Forward Gradients using Direct Feedback Alignment and momentum. Neural Networks 169 (2024)
Huy Le Nguyen, Dominique F. Chu
Incremental Neural Synthesis for Spiking Neural Networks. SSCI (2022)
Jakub Fil, Neil Dalchau, Dominique F. Chu
Programming molecular systems to emulate a learning spiking neuron. CoRR (2022)
Dominique F. Chu, Huy Le Nguyen
Constraints on Hebbian and STDP learned weights of a spiking neuron. Neural Networks 135 (2021)
Huy Le Nguyen, Dominique F. Chu
Linear Constraints Learning for Spiking Neurons. CoRR (2021)
Dominique F. Chu, Huy Le Nguyen
Constraints on Hebbian and STDP learned weights of a spiking neuron. CoRR (2020)
Jakub Fil, Dominique F. Chu
Minimal Spiking Neuron for Solving Multilabel Classification Tasks. Neural Comput. 32 (7) (2020)
Jakub Fil, Dominique F. Chu
A thermodynamically consistent chemical spiking neuron capable of autonomous Hebbian learning. CoRR (2020)
Jakub Fil, Dominique F. Chu
Minimal spiking neuron for solving multi-label classification tasks. CoRR (2020)
Dominique F. Chu, Anton Salykin
Evolutionary Pressures on the Yeast Transcriptome. IEEE ACM Trans. Comput. Biol. Bioinform. 12 (5) (2015)
Dominique F. Chu, David J. Barnes
Evolving strategies for single-celled organisms in multi-nutrient environments. ECAL (2015)
Dominique F. Chu, David J. Barnes
An Ansatz for a Theory of Living Systems. SSCI (2015)
Dominique F. Chu, David J. Barnes
Evolving Biological Systems: Evolutionary Pressure to Inefficiency. ALIFE (2014)
David J. Barnes, Dominique F. Chu
Evolving Parameters for a Noisy Biological System - The Impact of Alternative Approaches. ICAISC (2) (2014)
Dominique F. Chu, David J. Barnes, Samuel Perkins
Amorphous computing in the presence of stochastic disturbances. Biosyst. 125 (2014)
Dominique F. Chu, James Thompson, Tobias von der Haar
Charting the dynamics of translation. Biosyst. 119 (2014)
Frank Zhigang Wang, Leon O. Chua, Xiao Yang, Na Helian, Ronald Tetzlaff, Torsten Schmidt, Caroline Li, José Manuel García Carrasco, Wanlong Chen, Dominique F. Chu
Adaptive Neuromorphic Architecture (ANA). Neural Networks 45 (2013)
Dominique F. Chu
Replaying the tape of evolution: Evolving parameters for a simple bacterial metabolism. IEEE Congress on Evolutionary Computation (2013)
Dominique F. Chu
Evolving parameters for a noisy bio-system. ALIFE (2013)
Dominique F. Chu, Nicolae Radu Zabet, Tobias von der Haar
A novel and versatile computational tool to model translation. Bioinform. 28 (2) (2012)
Dominique F. Chu, Nicolae Radu Zabet, Andrew N. W. Hone
Optimal parameter settings for information processing in gene regulatory networks. Biosyst. 104 (2-3) (2011)
Dominique F. Chu
Complexity: against systems. Theory Biosci. 130 (3) (2011)
David J. Barnes, Dominique F. Chu
Walking, hopping and jumping: a model of transcription factor dynamics on DNA. ECAL (2011)
Nicolae Radu Zabet, Andrew N. W. Hone, Dominique F. Chu
Design Principles of Transcriptional Logic Circuits. ALIFE (2010)
Dominique F. Chu
Modes of evolution in a parasite-host interaction: Dis-entangling factors determining the evolution of regulated fimbriation in E. coli. Biosyst. 95 (1) (2009)
Simon J. Haggett, Dominique F. Chu
Evolving novelty detectors for specific applications. Neurocomputing 72 (10-12) (2009)
Dominique F. Chu, David J. Barnes
Group selection vs multi-level selection: Some example models using evolutionary games. IEEE Congress on Evolutionary Computation (2009)
Dominique F. Chu
Criteria for Conceptual and Operational Notions of Complexity. Artif. Life 14 (3) (2008)
Dominique F. Chu, Jonathan E. Rowe
Crossover operators to control size growth in linear GP and variable length GAs. IEEE Congress on Evolutionary Computation (2008)
Simon J. Haggett, Dominique F. Chu, Ian W. Marshall
Evolving a dynamic predictive coding mechanism for novelty detection. Knowl. Based Syst. 21 (3) (2008)
Dominique F. Chu, Weng Kin Ho
Computational Realizations of Living Systems. Artif. Life 13 (4) (2007)
Simon J. Haggett, Dominique F. Chu, Ian W. Marshall
Evolving a Dynamic Predictive Coding Mechanism for Novelty Detection. SGAI Conf. (2007)
Dominique F. Chu, Weng Kin Ho
The Localization Hypothesis and Machines. Artif. Life 13 (3) (2007)
Dominique F. Chu
Evolving genetic regulatory networks for systems biology. IEEE Congress on Evolutionary Computation (2007)
Dominique F. Chu, Weng Kin Ho
A Category Theoretical Argument against the Possibility of Artificial Life: Robert Rosen's Central Proof Revisited. Artif. Life 12 (1) (2006)
Tom Lenaerts, Dominique F. Chu, Richard Watson
Dynamical Hierarchies. Artif. Life 11 (4) (2005)
Dominique F. Chu, Jonathan E. Rowe
A Fitness-Landscape for the Evolution of Uptake Signal Sequences on Bacterial DNA. ECAL (2005)
Dominique F. Chu, Hoong-Chien Lee, Tom Lenaerts
Evolution of DNA Uptake Signal Sequences. Artif. Life 11 (3) (2005)
Dominique F. Chu, Jonathan E. Rowe
Spread of Vector Borne Diseases in a Population with Spatial Structure. PPSN (2004)
Dominique F. Chu, Roger Strand, Ragnar Fjelland
Theories of complexity. Complex. 8 (3) (2003)