imagenet fix: ilvsrc -> ilsvrc
Added Performance and Hardware Tips
Added Link in index.md to perfomance_hardware.md
proofread, fix dead link, standardize NVIDIA capitalization

Thanks NVIDIA for the GPUs!
make build_docs.sh script work from anywhere
drop caffe presentation in favor of dropbox link
Include k40 images per day benchmark
add /etc/rc.local hint for boot configuration of gpus
strip confusing confusing comment about shuffling files
fix im2col height/width bound check bug (issue #284 identified by
@kmatzen)
Add hdf5 requirements to 10.9 notes, drop cmake (not linked)
format installation docs, add links
Back-merge documentation and fixes

format installation docs, add links
Add hdf5 requirements to 10.9 notes, drop cmake (not linked)
fix im2col height/width bound check bug (issue #284 identified by @kmatzen)
strip confusing confusing comment about shuffling files
add /etc/rc.local hint for boot configuration of gpus
Include k40 images per day benchmark
drop caffe presentation in favor of dropbox link
make build_docs.sh script work from anywhere
proofread, fix dead link, standardize NVIDIA capitalization
Added Link in index.md to perfomance_hardware.md
Added Performance and Hardware Tips
imagenet fix: ilvsrc -> ilsvrc
add LRN within map layer and dependencies (eltwise product and power)
add unit tests for new layer types
use average pool instead of conv
add padding for average pooling
bug fix: average pooling already divides by N^2
use split layer in LRNMapLayer
use bvlc copyright