2019.03.31 Neural papers

 

03-27-2019

A novel framework for automatic detection of Autism: A study on Corpus Callosum and Intracranial Brain Volume
by Hamza Sharif et al

Memory & Detection

12

0

03-26-2019

Optimize TSK Fuzzy Systems for Big Data Regression Problems: Mini-Batch Gradient Descent with Regularization, DropRule and AdaBound (MBGD-RDA)
by Dongrui Wu et al

Gradient Descent & Residual Networks

11

0

03-26-2019

Improved robustness of reinforcement learning policies upon conversion to spiking neuronal network platforms applied to ATARI games
by Devdhar Patel et al

Other

10

0

03-27-2019

Scaling up the randomized gradient-free adversarial attack reveals overestimation of robustness using established attacks
by Francesco Croce et al

Gradient Descent & Residual Networks

9

0

03-26-2019

A Tight Runtime Analysis for the cGA on Jump Functions---EDAs Can Cross Fitness Valleys at No Extra Cost
by Benjamin Doerr

Genetic & Fitness

8

0

03-29-2019

Using Structured Input and Modularity for Improved Learning
by Zehra Sura et al

Modeling & Human

8

0

03-27-2019

Symbolic Regression for Constructing Analytic Models in Reinforcement Learning
by Erik Derner et al

Reinforcement Learning & Symbolic Regression

6

0

03-27-2019

Echo State Networks with Self-Normalizing Activations on the Hyper-Sphere
by Pietro Verzelli et al

Modeling & Human

5

0

03-27-2019

Self-adaptive decision-making mechanisms to balance the execution of multiple tasks for a multi-robots team
by Nunzia Palmieri et al

Genetic & Fitness

5

0

03-28-2019

Deep Convolutional Spiking Neural Networks for Image Classification
by Ruthvik Vaila et al

Spiking Neural Network & Spike-based

5

0

03-28-2019

Neuromorphic In-Memory Computing Framework using Memtransistor Cross-bar based Support Vector Machines
by P. Kumar et al

Memory & Detection

4

0

03-29-2019

Invariance-Preserving Localized Activation Functions for Graph Neural Networks
by Luana Ruiz et al

Compression & Activation Functions

4

0

03-26-2019

Novel Artificial Human Optimization Field Algorithms - The Beginning
by Satish Gajawada et al

Parallel & Multi-objective Optimization

2

0

03-26-2019

On the Benefits of Populations on the Exploitation Speed of Standard Steady-State Genetic Algorithms
by Dogan Corus et al

Genetic & Fitness

2

0

03-29-2019

An Upper Bound for Minimum True Matches in Graph Isomorphism with Simulated Annealing
by Hashem Ezzati et al

Genetic & Fitness

2

0

03-27-2019

A Simple Haploid-Diploid Evolutionary Algorithm
by Larry Bull

Genetic & Fitness

2

0

03-28-2019

Evolving Boolean Functions with Conjunctions and Disjunctions via Genetic Programming
by Benjamin Doerr et al

Genetic & Fitness

2

0

03-27-2019

Multi-Species Cuckoo Search Algorithm for Global Optimization
by Xin-She Yang et al

Genetic & Fitness

2

0

03-27-2019

A Multi Hidden Recurrent Neural Network with a Modified Grey Wolf Optimizer
by Tarik A. Rashid et al

Memory & Detection

2

0

03-27-2019

On Inversely Proportional Hypermutations with Mutation Potential
by Dogan Corus et al

Genetic & Fitness

2

0

 
Craig Smith