2022.1.31 Neural papers

 

01-26-2022

An Automated Question-Answering Framework Based on Evolution Algorithm
by Sinan Tan et al

01-25-2022

Efficient Approximations of the Fisher Matrix in Neural Networks using Kronecker Product Singular Value Decomposition
by Abdoulaye Koroko et al

01-26-2022

The BrainScaleS-2 accelerated neuromorphic system with hybrid plasticity
by Christian Pehle et al

01-27-2022

Implicit Regularization in Hierarchical Tensor Factorization and Deep Convolutional Neural Networks
by Noam Razin et al

01-27-2022

Fast Moving Natural Evolution Strategy for High-Dimensional Problems
by Masahiro Nomura et al

01-25-2022

Adaptive Resonance Theory-based Topological Clustering with a Divisive Hierarchical Structure Capable of Continual Learning
by Naoki Masuyama et al

01-26-2022

S22NN: Time Step Reduction of Spiking Surrogate Gradients for Training Energy Efficient Single-Step Neural Networks
by Kazuma Suetake et al

01-26-2022

Meta-learning Spiking Neural Networks with Surrogate Gradient Descent
by Kenneth Stewart et al

01-26-2022

On the Power of Gradual Network Alignment Using Dual-Perception Similarities
by Jin-Duk Park et al

01-27-2022

FinGAN: Generative Adversarial Network for Analytical Customer Relationship Management in Banking and Insurance
by Prateek Kate et al

01-26-2022

Hyperparameter Tuning for Deep Reinforcement Learning Applications
by Mariam Kiran et al

01-27-2022

On the Mitigation of Read Disturbances in Neuromorphic Inference Hardware
by Ankita Paul et al

01-27-2022

The fine line between dead neurons and sparsity in binarized spiking neural networks
by Jason K. Eshraghian et al

01-26-2022

Multi-objective Semi-supervised Clustering for Finding Predictive Clusters
by Zahra Ghasemi et al

01-27-2022

Error-driven Input Modulation: Solving the Credit Assignment Problem without a Backward Pass
by Giorgia Dellaferrera et al

01-27-2022

Search Trajectories Networks of Multiobjective Evolutionary Algorithms
by Yuri Lavinas et al

01-26-2022

DiGamma: Domain-aware Genetic Algorithm for HW-Mapping Co-optimization for DNN Accelerators
by Sheng-Chun Kao et al

01-25-2022

Niching-based Evolutionary Diversity Optimization for the Traveling Salesperson Problem
by Anh Viet Do et al

01-28-2022

Stagnation Detection meets Fast Mutation
by Benjamin Doerr et al

01-28-2022

Continual Learning in Embodied Neuro-Inspired Developmental Neuroevolution -- Preliminary Results
by Mark Reimers et al

 
Craig Smith