Why
What
How
Roadmap
Tools
FAQ
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Software
- Caffe - deep learning framework made with expression, speed, and modularity in mind
- pylearn2 - machine learning library built on top of Theano
- Theano - Python library that allows you to define, optimize, and evaluate mathematical expressions involving multi-dimensional arrays efficiently
- Torch - Torch is a scientific computing framework with wide support for machine learning algorithms (Lua scripted)
- Neon - Nervana’s python based Deep Learning Framework (python based)
- Topographica - software package for computational modeling of neural maps
- NEURON - empirically-based simulations of neurons and networks of neurons
- NEST - simulator for spiking neural network models that focuses on the dynamics, size and structure of neural systems rather than on the exact morphology of individual neurons
- SciPy - Python-based ecosystem of open-source software for mathematics, science, and engineering
- FreeSurfer - An open source software suite for processing and analyzing (human) brain MRI images (including producing surface meshes)
Hardware
- DIGITS DevBox - NVidia Deep Learning Platform (7TFlops, 4 TITAN X GPUs)
- Artificial Learning - ML on a Board and ML on a Chip (products in development)
- IBM / DARPA-SyNAPSE TrueNorth Neural Chip - Single chip, 1 Million neurons, 256 Million synapses, 4096 cores (not yet publically available)