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Older robotics work

Aquila Toolkit.

Aquila was my GPU-accelerated toolkit for cognitive robotics: modular CPU-GPU software, neural-network experiments, and iCub research infrastructure from the Plymouth PhD period.

iCub humanoid robot with NVIDIA GPU context

Why this page exists

A close match for old Aquila links.

Older references pointed to a Joomla article about Aquila. This page gives those links a focused replacement and keeps the current site anchored to the robotics sources.

Context

Cognitive robotics toolkit

Aquila connected iCub experiments, neural-network tools, CUDA acceleration, and modular robot-research software.

Sources
Source

Aquila 2.0 paper

The Aquila 2.0 architecture paper records the toolkit as reusable infrastructure for heterogeneous CPU/GPU cognitive robotics.

Open publication record
Preserved software

Aquila on GitHub

The historical source, branches, original releases, screenshots and citations are preserved under my GitHub account. This is a research archive; the original dependencies and licences are documented in the repository.

Source

Open toolkit record

SourceForge preserves the project page, release files, and source history for Aquila.

Related

Developing robots with CUDA

NVIDIA’s CUDA spotlight connects the same research period to GPU-accelerated humanoid robotics.

Open NVIDIA spotlight
Legacy Aquila software architecture splash image

Aquila archive

The toolkit was the working surface of the PhD period.

Aquila was not just a name in a publication list. It was the software layer that joined iCub experiments, CUDA acceleration, recurrent neural networks, camera filters, simulator modules, and teaching/research workflows.

Toolkit files

What the old software touched.

Small archive visuals from the Aquila/iCub period, kept to show the actual research machinery.

Archive source files

Aquila, iCub, and GPU robotics papers.

Metadata-stripped local archive copies for the older research period, alongside the public records already linked from the main source page.

2011

Aquila open-source GPU toolkit

IJCNN paper for the cognitive and neuro-robotics toolkit.

Open archive PDF
2011

Action and language on iCub

Author manuscript associated with the 2011 ICDL-EPIROB conference abstract on humanoid action and language.

Open archive PDF
Undated manuscript

MTRNN action learning on GPU

Surviving author manuscript on recurrent neural networks and GPU acceleration. Its publication venue and date remain unconfirmed; see the bibliography note.

Open archive PDF
2012

NVIDIA GTC action-acquisition poster

GTC poster connecting iCub action acquisition, Aquila, CUDA, and measured GPU speedups.

Open archive PDF
2012

GTC Express Aquila webinar

The preserved slide deck for the NVIDIA GTC Express presentation on Aquila and cognitive robotics.

Open archive slides
2013

Aquila 2.0 architecture

ICDL-era Aquila 2.0 paper on reusable cognitive-robotics software architecture.

Open archive PDF