2019.06.09 Neural papers

 

06-04-2019

The Unreasonable Effectiveness of Transformer Language Models in Grammatical Error Correction
by Dimitrios Alikaniotis et al

06-07-2019

AutoGrow: Automatic Layer Growing in Deep Convolutional Networks
by Wei Wen et al

06-06-2019

Compressing RNNs for IoT devices by 15-38x using Kronecker Products
by Urmish Thakker et al

06-06-2019

Mutual Information and the Edge of Chaos in Reservoir Computers
by Thomas L. Carroll

06-06-2019

Playing the lottery with rewards and multiple languages: lottery tickets in RL and NLP
by Haonan Yu et al

06-04-2019

Options as responses: Grounding behavioural hierarchies in multi-agent RL
by Alexander Sasha Vezhnevets et al

06-06-2019

Localizing Catastrophic Forgetting in Neural Networks
by Felix Wiewel et al

06-04-2019

Disentangling neural mechanisms for perceptual grouping
by Junkyung Kim et al

06-04-2019

Finding Syntactic Representations in Neural Stacks
by William Merrill et al

06-04-2019

Neuromorphic Architecture Optimization for Task-Specific Dynamic Learning
by Sandeep Madireddy et al

06-06-2019

Non-uniqueness phenomenon of object representation in modelling IT cortex by deep convolutional neural network (DCNN)
by Qiulei Dong et al

06-04-2019

PCA-driven Hybrid network design for enabling Intelligence at the Edge
by Indranil Chakraborty et al

06-06-2019

One ticket to win them all: generalizing lottery ticket initializations across datasets and optimizers
by Ari S. Morcos et al

06-06-2019

A method for the classification of chimera states of coupled oscillators and its application for creating a neural network information converter
by Andrei Velichko

06-06-2019

Evolution of Hierarchical Structure & Reuse in iGEM Synthetic DNA Sequences
by Payam Siyari et al

06-06-2019

Stochasticity and Robustness in Spiking Neural Networks
by Wilkie Olin-Ammentorp et al

06-04-2019

Kinetic Market Model: An Evolutionary Algorithm
by Evandro Luquini et al

06-06-2019

Training large-scale ANNs on simulated resistive crossbar arrays
by Malte J. Rasch et al

06-07-2019

Non-Differentiable Supervised Learning with Evolution Strategies and Hybrid Methods
by Karel Lenc et al

06-04-2019

Hamiltonian Neural Networks
by Sam Greydanus et al

06-05-2019

On the use of Pairwise Distance Learning for Brain Signal Classification with Limited Observations
by David Calhas et al

06-05-2019

Deep Reinforcement Learning for Multi-objective Optimization
by Kaiwen Li et al

06-06-2019

Introducing languid particle dynamics to a selection of PSO variants
by Siniša Družeta et al

06-05-2019

Genetic Random Weight Change Algorithm for the Learning of Multilayer Neural Networks
by Mohammad Ibraim Sarker et al

 
Craig Smith