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An Ode to an ODE
We present a new paradigm for Neural ODE algorithms, calledODEtoODE, whe...
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Time Dependence in Non-Autonomous Neural ODEs
Neural Ordinary Differential Equations (ODEs) are elegant reinterpretati...
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Numerical and experimental realization of analytical SLAM
Analytical approach to SLAM problem was introduced in the recent years. ...
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Notes on stable learning with piecewise-linear basis functions
We discuss technical results on learning function approximations using p...
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Multiclass Learning with Simplex Coding
In this paper we discuss a novel framework for multiclass learning, defi...
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Competition through selective inhibitory synchrony
Models of cortical neuronal circuits commonly depend on inhibitory feedb...
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Collective stability of networks of winner-take-all circuits
The neocortex has a remarkably uniform neuronal organization, suggesting...
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Synchronization and Redundancy: Implications for Robustness of Neural Learning and Decision Making
Learning and decision making in the brain are key processes critical to ...
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Audio Classification from Time-Frequency Texture
Time-frequency representations of audio signals often resemble texture i...
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Visual Grouping by Neural Oscillators
Distributed synchronization is known to occur at several scales in the b...
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Fast Wavelet-Based Visual Classification
We investigate a biologically motivated approach to fast visual classifi...
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