RSS 30 projects tagged "Neuroscience"

Download No website Updated 04 Oct 2013 Critterding

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Pop 102.83
Vit 12.14

Critterding is a "Petri dish" universe in 3D that demonstrates evolving artificial life. Critters start out with completely random brains and bodies, but will automatically start evolving into something with much better survival skills.

Download Website Updated 05 Apr 2012 iqr

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Pop 39.24
Vit 4.18

iqr is a simulation system for graphically designing and controlling large-scale neuronal models. Simulations can control real-world devices in real-time. It can be extended by new neuron and synapse types and custom interfaces to hardware.

No download Website Updated 07 Oct 2011 Modular toolkit for Data Processing

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Pop 19.08
Vit 2.61

Modular toolkit for Data Processing (MDP) is a Python library to perform data processing. The algorithms it implements include: Principal Component Analysis (PCA), Independent Component Analysis (ICA), Slow Feature Analysis (SFA), and Growing Neural Gas (GNG).

Download Website Updated 07 Oct 2011 ASpiReNN

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Pop 31.11
Vit 2.54

ASpiReNN is a little C library (with Python bindings) which provides support for simple (leaky integrate-and-fire) spiking neural networks. It is primarily designed for highly recurrent networks, but it can also be used with multi-layer nets, though performance won't be the same. Though only Leaky integrate-and-fire (for the neurons) and Spike-Timing Dependent Plasticity (for learning rules) are currently implemented, adding new models shouldn't be too difficult.

Download Website Updated 09 Apr 2011 trad4

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Pop 68.83
Vit 5.19

Trad4 is a fully concurrent, thread safe, graph based programming language that scales linearly on multiple cores. It is initially intended for deployment in the financial industry to model real-time risk. Trad4 is proposed as an alternative to the Von Neumann model of computer architecture. It is a new way of arranging programs in memory and a new style of flow-of-control.

No download Website Updated 18 May 2010 Neuroph Framework

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Pop 74.80
Vit 2.80

Neuroph is lightweight Java Neural Network Framework that can be used to simulate common neural network architectures. With a small number of basic classes that correspond to basic NN concepts, it is easy to learn. It also has a nice GUI application.

Download Website Updated 07 Feb 2010 PyMVPA

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Pop 48.06
Vit 2.30

PyMVPA (Python MultiVariate Pattern Analysis) is a Python module intended to ease pattern classification analyses of large data sets. It provides high-level abstraction of typical processing steps and a number of implementations of some popular algorithms. While it is not limited to the neuroimaging domain, it is eminently suited for such data sets. It requires nothing but free software to run.

Download Website Updated 28 Dec 2009 NNF2

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Pop 134.81
Vit 2.91

NNF2 is a C++ library for feed-forward neural networks (also called multi-layer perceptrons). Its modular design makes it easily extensible by users. Batch training and saving of networks are supported.

No download Website Updated 06 Feb 2009 Evolving Games for Unnatural Intelligence

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Pop 12.21
Vit 43.54

Evolving Games for Unnatural Intelligence is a Java package for unsupervised machine learning based on Evolutionary Game Theory on directed graphs. It is able to segment data without any previuos information on the number of segments. It has no GUI, but implements generalizations of the original method proposed by Li, Chen, He and Jiang in the arxiv paper "A Novel Clustering Algorithm Based Upon Games on Evolving Network", published on 30 Dec 2008.

Download Website Updated 14 Aug 2008 PSIworld

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Pop 38.47
Vit 2.45

PSIworld (Programmable Scalable Interactive World) is a framework that provides a set of libraries, utilities, and applications to ease the implementation of dynamic artificial intelligence environments. Specifically, the development of multi-agent applications is targeted. It is designed in a generic manner so that various kinds of applications can use it. This framework not only includes pure algorithm libraries for AI computation tasks, but also a C/C++ library for distributed computation. A server-client model also involves various, concurrent visualization methods of distinct Agents or Societies.

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