Jean-Jacques Slotine

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MIT

An Ode to an ODE

We present a new paradigm for Neural ODE algorithms, calledODEtoODE, whe...
06/19/2020 ∙ by Krzysztof Choromanski, et al. ∙ 18 ∙ share

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Time Dependence in Non-Autonomous Neural ODEs

Neural Ordinary Differential Equations (ODEs) are elegant reinterpretati...
05/05/2020 ∙ by Jared Quincy Davis, et al. ∙ 7 ∙ share

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Numerical and experimental realization of analytical SLAM

Analytical approach to SLAM problem was introduced in the recent years. ...
11/12/2019 ∙ by Jozef Bucko, et al. ∙ 0 ∙ share

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Notes on stable learning with piecewise-linear basis functions

We discuss technical results on learning function approximations using p...
04/25/2018 ∙ by Winfried Lohmiller, et al. ∙ 0 ∙ share

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Multiclass Learning with Simplex Coding

In this paper we discuss a novel framework for multiclass learning, defi...
09/06/2012 ∙ by Youssef Mroueh, et al. ∙ 0 ∙ share

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Competition through selective inhibitory synchrony

Models of cortical neuronal circuits commonly depend on inhibitory feedb...
01/13/2012 ∙ by Ueli Rutishauser, et al. ∙ 0 ∙ share

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Collective stability of networks of winner-take-all circuits

The neocortex has a remarkably uniform neuronal organization, suggesting...
05/16/2011 ∙ by Ueli Rutishauser, et al. ∙ 0 ∙ share

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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 ...
10/21/2010 ∙ by Jake Bouvrie, et al. ∙ 0 ∙ share

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Audio Classification from Time-Frequency Texture

Time-frequency representations of audio signals often resemble texture i...
09/25/2008 ∙ by Guoshen Yu, et al. ∙ 0 ∙ share

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Visual Grouping by Neural Oscillators

Distributed synchronization is known to occur at several scales in the b...
07/18/2008 ∙ by Guoshen Yu, et al. ∙ 0 ∙ share

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Fast Wavelet-Based Visual Classification

We investigate a biologically motivated approach to fast visual classifi...
06/08/2008 ∙ by Guoshen Yu, et al. ∙ 0 ∙ share

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Jean-Jacques Slotine

Featured Co-authors

Honglak Lee

Lorenzo Rosasco

Krzysztof Choromanski

Adrian Weller

Youssef Mroueh

Tomaso Poggio

Vikas Sindhwani

Xingyou Song

Valerii Likhosherstov

Ameesh Makadia

Yulia Sandamirskaya

An Ode to an ODE

Time Dependence in Non-Autonomous Neural ODEs

Numerical and experimental realization of analytical SLAM

Notes on stable learning with piecewise-linear basis functions

Multiclass Learning with Simplex Coding

Competition through selective inhibitory synchrony

Collective stability of networks of winner-take-all circuits

Synchronization and Redundancy: Implications for Robustness of Neural Learning and Decision Making

Audio Classification from Time-Frequency Texture

Visual Grouping by Neural Oscillators

Fast Wavelet-Based Visual Classification