Model: edu_spheres_4layer

simulations / paper

date: Thu, 14 Aug 2008 12:57:07
based on SVN revision: 463
original path:
/home/wilbert/simulations/paper/models/edu_spheres_4layer

parameters:

location servling
distributed True
computers (hamilton, hamilton, huxley, huxley, weismann, weismann, holst, holst, hodgkin, stokes, verhulst, verhulst, mendel, mendel, spemann, spemann, helmholtz, turing, monod, hebb, gauss, gauss, kolmogorov)

layer_1 was trained with input edu_spheres_layer0_2_standard
/home/wilbert/simulations/paper/inputs/edu_spheres_layer0_2_standard/views
and was loaded from this model, from file
/home/wilbert/simulations/paper/models/edu_spheres_4layer/layers/layer_1.pckl

layer_2 was trained with input edu_spheres_layer0_2_standard
/home/wilbert/simulations/paper/inputs/edu_spheres_layer0_2_standard/views
and was loaded from this model, from file
/home/wilbert/simulations/paper/models/edu_spheres_4layer/layers/layer_2.pckl

layer_3 was trained with input edu_spheres_layer2_2_standard
/home/wilbert/simulations/paper/inputs/edu_spheres_layer2_2_standard/views
and was loaded from this model, from file
/home/wilbert/simulations/paper/models/edu_spheres_4layer/layers/layer_3.pckl

layer_4 was trained with input edu_spheres_layer2_2_standard
/home/wilbert/simulations/paper/inputs/edu_spheres_layer2_2_standard/views
and was loaded from this model, from file
/home/wilbert/simulations/paper/models/edu_spheres_4layer/layers/layer_4.pckl

Model Structure


in-dim: 24336
in-dim: 24336
Rectangular2dSwitchboard
rec. field size (in channels): 10 x 10 = 100
# of rec. fields (output channels): 30 x 30 = 900
rec. field distances (in channels): (5, 5)
channel width: 1
out-dim: 90000
in-dim: 90000
ParallelCloneLayer

900 repetitions
in-dim: 100
NormalNoiseNode
noise level: 1e-06
noise offset: 0
out-dim: 100
in-dim: 100
ParallelSFANode
out-dim: 32
in-dim: 32
ParallelSFA2Node
expansion dim: 560
out-dim: 32
in-dim: 32
CutoffNode
lower bound: -4
upper bound: 4
out-dim: 32
out-dim: 28800
in-dim: 28800
Rectangular2dSwitchboard
rec. field size (in channels): 4 x 4 = 16
# of rec. fields (output channels): 14 x 14 = 196
rec. field distances (in channels): (2, 2)
channel width: 32
out-dim: 100352
in-dim: 100352
ParallelCloneLayer

196 repetitions
in-dim: 512
NormalNoiseNode
noise level: 1e-06
noise offset: 0
out-dim: 512
in-dim: 512
ParallelSFANode
out-dim: 32
in-dim: 32
ParallelSFA2Node
expansion dim: 560
out-dim: 32
in-dim: 32
CutoffNode
lower bound: -4
upper bound: 4
out-dim: 32
out-dim: 6272
in-dim: 6272
Rectangular2dSwitchboard
rec. field size (in channels): 4 x 4 = 16
# of rec. fields (output channels): 6 x 6 = 36
rec. field distances (in channels): (2, 2)
channel width: 32
out-dim: 18432
in-dim: 18432
ParallelCloneLayer

36 repetitions
in-dim: 512
NormalNoiseNode
noise level: 1e-06
noise offset: 0
out-dim: 512
in-dim: 512
ParallelSFANode
out-dim: 42
in-dim: 42
ParallelSFA2Node
expansion dim: 945
out-dim: 32
in-dim: 32
CutoffNode
lower bound: -4
upper bound: 4
out-dim: 32
out-dim: 1152
in-dim: 1152
Rectangular2dSwitchboard
rec. field size (in channels): 6 x 6 = 36
# of rec. fields (output channels): 1 x 1 = 1
rec. field distances (in channels): (6, 6)
channel width: 32
out-dim: 1152
in-dim: 1152
ParallelCloneLayer

1 repetitions
in-dim: 1152
NormalNoiseNode
noise level: 1e-06
noise offset: 0
out-dim: 1152
in-dim: 1152
ParallelSFANode
out-dim: 52
in-dim: 52
ParallelSFA2Node
expansion dim: 1430
out-dim: 512
in-dim: 512
CutoffNode
lower bound: -4
upper bound: 4
out-dim: 512
out-dim: 512
out-dim: 512


Test Data

test input edu_spheres_3_test_3_standard loaded from
/home/wilbert/simulations/paper/inputs/edu_spheres_3_test_3_standard/views
result written to
/home/wilbert/simulations/paper/models/edu_spheres_4layer/results/edu_spheres_3_test_3_standard.mat

test input edu_spheres_layer0_2_standard loaded from
/home/wilbert/simulations/paper/inputs/edu_spheres_layer0_2_standard/views
result written to
/home/wilbert/simulations/paper/models/edu_spheres_4layer/results/edu_spheres_layer0_2_standard.mat

Optimal Stimuli

Extrema for a norm value of 64 per pixel.

1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30 31 32
max
min