Matthew Cook

Publication Activity (10 Years)

Years Active: 2000-2023
Publications (10 Years): 20

Top Topics

Electron Microscopy

Unsupervised Learning

Processor Array

Gaussian Process

Top Venues

Frontiers Comput. Neurosci.

Publications

Bijan Mazaheri, Siddharth Jain, Matthew Cook, Jehoshua Bruck
Distribution Re-weighting and Voting Paradoxes. CoRR (2023)
Renate Krause, Matthew Cook, Sepp Kollmorgen, Valerio Mante, Giacomo Indiveri
Operative dimensions in unconstrained connectivity of recurrent neural networks. NeurIPS (2022)
Thanuja D. Ambegoda, Matthew Cook
Efficient 2D neuron boundary segmentation with local topological constraints. CoRR (2020)
Thanuja D. Ambegoda, Julien N. P. Martel, Jozef Adamcik, Matthew Cook, Richard H. R. Hahnloser
Estimation of Z-Thickness and XY-Anisotropy of Electron Microscopy Images using Gaussian Processes. CoRR (2020)
Nils Eckstein, Julia M. Buhmann, Matthew Cook, Jan Funke
Microtubule Tracking in Electron Microscopy Volumes. MICCAI (5) (2020)
Nils Eckstein, Julia M. Buhmann, Matthew Cook, Jan Funke
Microtubule Tracking in Electron Microscopy Volumes. CoRR (2020)
Matthew Cook, Turlough Neary
Preface. Nat. Comput. 18 (3) (2019)
Matthew Cook, Turlough Neary
Average-Case Completeness in Tag Systems. STACS (2019)
Julia M. Buhmann, Renate Krause, Rodrigo Ceballos Lentini, Nils Eckstein, Matthew Cook, Srinivas C. Turaga, Jan Funke
Synaptic partner prediction from point annotations in insect brains. CoRR (2018)
Julia M. Buhmann, Renate Krause, Rodrigo Ceballos Lentini, Nils Eckstein, Matthew Cook, Srinivas C. Turaga, Jan Funke
Synaptic Partner Prediction from Point Annotations in Insect Brains. MICCAI (2) (2018)
Turlough Neary, Matthew Cook
Generalized Tag Systems. RP (2018)
Peter U. Diehl, Julien N. P. Martel, Jakob Buhmann, Matthew Cook
Factorized Computation: What the Neocortex Can Tell Us About the Future of Computing. Frontiers Comput. Neurosci. 12 (2018)
Johannes Thiele, Peter U. Diehl, Matthew Cook
A wake-sleep algorithm for recurrent, spiking neural networks. CoRR (2017)
Arko Ghosh, Jean-Pascal Pfister, Matthew Cook
Optimised information gathering in smartphone users. CoRR (2017)
Matthew Cook, Urban Larsson, Turlough Neary
A cellular automaton for blocking queen games. Nat. Comput. 16 (3) (2017)
Jan Funke, Jonas Klein, Francesc Moreno-Noguer, Albert Cardona, Matthew Cook
Structured learning of assignment models for neuron reconstruction to minimize topological errors. ISBI (2016)
Fabian Tschopp, Julien N. P. Martel, Srinivas C. Turaga, Matthew Cook, Jan Funke
Efficient convolutional neural networks for pixelwise classification on heterogeneous hardware systems. ISBI (2016)
Robin Spiess, Richard George, Matthew Cook, Peter U. Diehl
Structural Plasticity Denoises Responses and Improves Learning Speed. Frontiers Comput. Neurosci. 10 (2016)
Julia M. Buhmann, Stephan Gerhard, Matthew Cook, Jan Funke
Tracking of microtubules in anisotropic volumes of neural tissue. ISBI (2016)
Peter U. Diehl, Matthew Cook
Learning and Inferring Relations in Cortical Networks. CoRR (2016)
Peter U. Diehl, Matthew Cook
Unsupervised learning of digit recognition using spike-timing-dependent plasticity. Frontiers Comput. Neurosci. 9 (2015)
Matthew Cook, Urban Larsson, Turlough Neary
A Cellular Automaton for Blocking Queen Games. Automata (2015)
Julien N. P. Martel, Miguel Chau, Piotr Dudek, Matthew Cook
Toward joint approximate inference of visual quantities on cellular processor arrays. ISCAS (2015)
Julien N. P. Martel, Miguel Chau, Matthew Cook, Piotr Dudek
Pixel interlacing to trade off the resolution of a cellular processor array against more registers. ECCTD (2015)
Peter U. Diehl, Daniel Neil, Jonathan Binas, Matthew Cook, Shih-Chii Liu, Michael Pfeiffer
Fast-classifying, high-accuracy spiking deep networks through weight and threshold balancing. IJCNN (2015)
Jan Funke, Jonas Klein, Albert Cardona, Matthew Cook
A Tolerant Edit Distance for Evaluation and Training of Electron Microscopy Reconstruction Algorithms. CoRR (2015)
Peter U. Diehl, Matthew Cook
Efficient implementation of STDP rules on SpiNNaker neuromorphic hardware. IJCNN (2014)
Dylan R. Muir, Matthew Cook
Anatomical Constraints on Lateral Competition in Columnar Cortical Architectures. Neural Comput. 26 (8) (2014)
Jan Funke, Julien N. P. Martel, Stephan Gerhard, Björn Andres, Dan C. Ciresan, Alessandro Giusti, Luca Maria Gambardella, Jürgen Schmidhuber, Hanspeter Pfister, Albert Cardona, Matthew Cook
Candidate Sampling for Neuron Reconstruction from Anisotropic Electron Microscopy Volumes. MICCAI (1) (2014)
Jan Funke, Björn Andres, Fred A. Hamprecht, Albert Cardona, Matthew Cook
Efficient automatic 3D-reconstruction of branching neurons from EM data. CVPR (2012)
Florian Jug, Matthew Cook, Angelika Steger
Recurrent competitive networks can learn locally excitatory topologies. IJCNN (2012)
Dane S. Corneil, Daniel Sonnleithner, Emre Neftci, Elisabetta Chicca, Matthew Cook, Giacomo Indiveri, Rodney J. Douglas
Function approximation with uncertainty propagation in a VLSI spiking neural network. IJCNN (2012)
Dane S. Corneil, Daniel Sonnleithner, Emre Neftci, Elisabetta Chicca, Matthew Cook, Giacomo Indiveri, Rodney J. Douglas
Real-time inference in a VLSI spiking neural network. ISCAS (2012)
Matthew Cook, Yunhui Fu, Robert T. Schweller
Temperature 1 Self-Assembly: Deterministic Assembly in 3D and Probabilistic Assembly in 2D. SODA (2011)
Frederic Zubler, Andreas Hauri, Sabina S. Pfister, Adrian M. Whatley, Matthew Cook, Rodney J. Douglas
An Instruction Language for Self-Construction in the Context of Neural Networks. Frontiers Comput. Neurosci. 5 (2011)
Jan Funke, Björn Andres, Fred A. Hamprecht, Albert Cardona, Matthew Cook
Multi-Hypothesis CRF-Segmentation of Neural Tissue in Anisotropic EM Volumes CoRR (2011)
Matthew Cook, Florian Jug, Christoph Krautz
Neuronal Projections Can Be Sharpened by a Biologically Plausible Learning Mechanism. ICANN (1) (2011)
Matthew Cook, Luca Gugelmann, Florian Jug, Christoph Krautz, Angelika Steger
Interacting maps for fast visual interpretation. IJCNN (2011)
Jason T. Rolfe, Matthew Cook
Multifactor Expectation Maximization for Factor Graphs. ICANN (3) (2010)
Emre Neftci, Elisabetta Chicca, Matthew Cook, Giacomo Indiveri, Rodney J. Douglas
State-dependent sensory processing in networks of VLSI spiking neurons. ISCAS (2010)
Matthew Cook, Florian Jug, Christoph Krautz, Angelika Steger
Unsupervised Learning of Relations. ICANN (1) (2010)
Emre Neftci, Elisabetta Chicca, Matthew Cook, Giacomo Indiveri, Rodney J. Douglas
Live demonstration: State-dependent sensory processing in networks of VLSI spiking neurons. ISCAS (2010)
Jörg Conradt, Matthew Cook, Raphael Berner, Patrick Lichtsteiner, Rodney J. Douglas, Tobi Delbrück
Live Demonstration: A Pencil Balancing Robot using a Pair of AER Dynamic Vision Sensors. ISCAS (2009)
Jörg Conradt, Matthew Cook, Raphael Berner, Patrick Lichtsteiner, Rodney J. Douglas, Tobi Delbrück
A Pencil Balancing Robot using a Pair of AER Dynamic Vision Sensors. ISCAS (2009)
Jörg Conradt, Raphael Berner, Matthew Cook, Tobi Delbrück
An embedded AER dynamic vision sensor for low-latency pole balancing. ICCV Workshops (2009)
Matthew Cook, David Soloveichik, Erik Winfree, Jehoshua Bruck
Programmability of Chemical Reaction Networks. Algorithmic Bioprocesses (2009)
Matthew Cook
A Concrete View of Rule 110 Computation CSP (2008)
David Soloveichik, Matthew Cook, Erik Winfree, Jehoshua Bruck
Computation with finite stochastic chemical reaction networks. Nat. Comput. 7 (4) (2008)
David Soloveichik, Matthew Cook, Erik Winfree
Combining self-healing and proofreading in self-assembly. Nat. Comput. 7 (2) (2008)
Anxiao Jiang, Matthew Cook, Jehoshua Bruck
Optimal Interleaving on Tori. SIAM J. Discret. Math. 20 (4) (2006)
Massimo Franceschetti, Matthew Cook, Jehoshua Bruck
A Geometric Theorem for Network Design. IEEE Trans. Computers 53 (4) (2004)
Anxiao Jiang, Matthew Cook, Jehoshua Bruck
Optimal t-interleaving on tori. ISIT (2004)
Matthew Cook
Universality in Elementary Cellular Automata. Complex Syst. 15 (1) (2004)
Matthew Cook, Paul W. K. Rothemund, Erik Winfree
Self-Assembled Circuit Patterns. DNA (2003)
Matthew Cook, Michael Kleber
Tournament Sequences and Meeussen Sequences. Electron. J. Comb. 7 (2000)