A collection of useful references
UAV
- SysID: Garratt2012
- Modeling: Alaimo2013; Santoso2017
- Nardi2006
- Shepherd2010
EA
- Belatreche2003; Belatreche2007
NEAT
- Stanley2002
- Stanley2003
- Risi2010
- Haasdijk2010 (HyperNEAT)
- Verbancsics2011 (HyperNEAT)
- Silva2015
- Whiteson2005
ER
- Harvey2005
- Floreano2008a
- Mouret2012
- Mouret2017
Hebbian & STDP
- BCM: Izhikevich2003a; Izhikevich2006; Izhikevich2007
- Hebb: Gerstner2002a; Soltoggio2012 (& Stanley) (Modulated Hebb)
- STDP: Kistler2002; Carlson2013; Carlson2014; Morrison2008; Mikaitis2018
- EPNN: Urzelai2001; Tonelli2011 & Tonelli2013 (& Mouret) (<- Mouret2014);
- Application: Jin2010 (SpiNNaker); Howard2012a; Yaman2019; Foderaro2010 (Reward Hebb); Burms2015 (Reward Hebb)
Reward Hebbian
- Burms2015
Reviews
- SNN: Bing2018; Paugam-Moisy2012 (& Bohte); Grüning2014 (& Bohte); Thalmeier2016; Ghosh-Dastidar2009a; Ponulak2010
- Hebb: Kandel1992; Kuriscak2015
- STDP: Sjostrom2010 (& Gerstner); Markram2012 (& Gerstner)
- EPNN: Coleman2012; Mouret2014; Soltoggio2018 (& Stanley)
- SNN hardware impl: Bouvier2019
SNN learning
- Wu2007
- Chou2017
- Salt2019
ESNN
- Schliebs2013
- Kasabov2012
- Eskandari2016
- Saleh2017
- Vendesompele2016
- Qiu2018
- Qiu2020
SNN libs & hardware
- Auryn: Zenke2014; Gerstner2002a
- CARLsim: Beyeler2015; Chou2018 -> Carlson2013; Carlson2014; Morrison2008
- SpiNNaker: Jin2010; Furber2013; Davies2013 (thesis); Zhang2017t (thesis); Mikaitis2018
- BindsNET (in Python): Hazan2018
- Tianjic neuromorphic chip: Pei2019
Deep learning in Robotics
- Punjani2015
- Pierson2017
Deep SNN
- Lee2016
- Tavanaei2018
Others
- Pagliuca2018: comparing different NE algs
- Cole2019: wind
- Brandao2019: flappy bird