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- Guido Montufar, Nihat Ay. Refinements of Universal Approximation Results for Deep Belief Networks and Restricted Boltzmann Machines. Neural Computation, 23(5):1306-1319, 2011.
- Lawrence Sirovich, Bruce W. Knight. Spiking Neurons and the First Passage Problem. Neural Computation, 23(7):1675-1703, 2011.
- Sean Escola, Alfredo Fontanini, Don Katz, Liam Paninski. Hidden Markov Models for the Stimulus-Response Relationships of Multistate Neural Systems. Neural Computation, 23(5):1071-1132, 2011.
- Maria Teresa Giraudo, Priscilla E. Greenwood, Laura Sacerdote. How Sample Paths of Leaky Integrate-and-Fire Models Are Influenced by the Presence of a Firing Threshold. Neural Computation, 23(7):1743-1767, 2011.
- James Bergstra, Yoshua Bengio, Jérôme Louradour. Suitability of V1 Energy Models for Object Classification. Neural Computation, 23(3):774-790, 2011.
- Jonathan Touboul. On the Simulation of Nonlinear Bidimensional Spiking Neuron Models. Neural Computation, 23(7):1704-1742, 2011.
- Mohamed Ghaith Kaabi, Arnaud Tonnelier, Dominique Martinez. On the Performance of Voltage Stepping for the Simulation of Adaptive, Nonlinear Integrate-and-Fire Neuronal Networks. Neural Computation, 23(5):1187-1204, 2011.
- K. N. Magdoom, D. Subramanian, V. S. Chakravarthy, B. Ravindran, Shun-ichi Amari, N. Meenakshisundaram. Modeling Basal Ganglia for Understanding Parkinsonian Reaching Movements. Neural Computation, 23(2):477-516, 2011.
- Andreas Knoblauch. Neural Associative Memory with Optimal Bayesian Learning. Neural Computation, 23(6):1393-1451, 2011.