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researcher

Andrea Soltoggio

21 papers hereh-index 221.7k citations70 works total

Matching runs newest-first, so older work may not be attached to this profile yet.

author position
  • sole author1
  • first author2
  • middle author7
  • last author11

Across the 21 of 21 papers where every author was matched, so the position is known.

fields
  • cs.LG10
  • cs.NE6
  • cs.CV3
  • cs.RO1
  • eess.IV1

identity via Semantic Scholar / OpenAlex

activity
20142026
most citedBorn to Learn: the Inspiration, Progress, and Future of Evolved Plastic Artificial Neural Networks

124 citations · 190 across the 20 of their papers we have counts for

collaborators
Showing 2019Show all

2 papers · 1 filter

cs.LG2019

Deep Reinforcement Learning with Modulated Hebbian plus Q Network Architecture

Pawel Ladosz, Eseoghene Ben-Iwhiwhu, Jeffery Dick +6

This paper presents a new neural architecture that combines a modulated Hebbian network (MOHN) with DQN, which we call modulated Hebbian plus Q network architecture (MOHQA). The hy…

cs.CV2019★ 1 cited

A Multi-Scale Mapping Approach Based on a Deep Learning CNN Model for Reconstructing High-Resolution Urban DEMs

Ling Jiang, Yang Hu, Xilin Xia +2

The shortage of high-resolution urban digital elevation model (DEM) datasets has been a challenge for modelling urban flood and managing its risk. A solution is to develop effectiv…

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