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05/30/2023
Synaptic Weight Distributions Depend on the Geometry of Plasticity
Most learning algorithms in machine learning rely on gradient descent to...
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06/02/2022
Beyond accuracy: generalization properties of bio-plausible temporal credit assignment rules
To unveil how the brain learns, ongoing work seeks biologically-plausibl...
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02/11/2022
Investigating Power laws in Deep Representation Learning
Representation learning that leverages large-scale labelled datasets, is...
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05/12/2021
CCN GAC Workshop: Issues with learning in biological recurrent neural networks
This perspective piece came about through the Generative Adversarial Col...
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05/29/2018
Deep Semantic Architecture with discriminative feature visualization for neuroimage analysis
Neuroimaging data analysis often involves a-priori selection of data fea...
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11/08/2017
SIMILARnet: Simultaneous Intelligent Localization and Recognition Network
Global Average Pooling (GAP) [4] has been used previously to generate cl...
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11/27/2016
Handwriting Profiling using Generative Adversarial Networks
Handwriting is a skill learned by humans from a very early age. The abil...
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11/27/2016
SAD-GAN: Synthetic Autonomous Driving using Generative Adversarial Networks
Autonomous driving is one of the most recent topics of interest which is...
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11/18/2016