issues
search
synsense
/
sinabs
A deep learning library for spiking neural networks which is based on PyTorch, focuses on fast training and supports inference on neuromorphic hardware.
https://sinabs.readthedocs.io
GNU Affero General Public License v3.0
80
stars
8
forks
source link
issues
Newest
Newest
Most commented
Recently updated
Oldest
Least commented
Least recently updated
UserWarning during training with BPTT
#96
ANYMS-A
closed
1 year ago
3
Mirror this repository on Gitlab.com
#95
biphasic
closed
9 months ago
0
Add optional installation options to install dynapcnn and EXODUS together
#94
biphasic
opened
1 year ago
0
Fix the bug related to the boolean evaluation
#93
nkupelioglu
closed
1 year ago
0
Min v mem and spike threshold buffers initialize to none if the value is 0.
#92
nkupelioglu
closed
1 year ago
2
89 synops are summed over samples
#90
bauerfe
closed
1 year ago
2
SNNAnalyzer: Synops are summed over samples in batch rather than averaged
#89
bauerfe
closed
1 year ago
1
Bug in `handle_state_batch_size_mismatch` method
#88
ANYMS-A
closed
1 year ago
2
derive spiking layer stats from single saved output tensor and also s…
#87
biphasic
closed
1 year ago
1
Log inputs to spiking layers to be able to calculate sparsity loss
#86
biphasic
closed
1 year ago
0
84 handling batch size mismatch sometimes crashes
#85
nkupelioglu
closed
1 year ago
1
Handling batch size mismatch sometimes crashes
#84
nkupelioglu
closed
1 year ago
0
make sure deconvolve outputs same size as conv input in SNNAnalyzer
#83
biphasic
closed
1 year ago
1
SNNAnalyzer doesn't work when model is on GPU
#82
biphasic
closed
1 year ago
0
SNNAnalyzer tutorial notebook doesn't execute correctly
#81
biphasic
closed
1 year ago
1
make it possible to use IAF with from_model
#80
biphasic
closed
1 year ago
1
remove outdated references to SpkConverter and SNNSynopCounter
#79
biphasic
closed
1 year ago
1
add tutorial text about how to scale weights for conversion
#78
biphasic
closed
1 year ago
1
CI fails to build documentation
#77
bauerfe
closed
1 year ago
0
from_model() does not work if non-squeeze classes are passed as spike_layer_class
#76
nkupelioglu
closed
1 year ago
0
43 support for auto batching
#75
nkupelioglu
closed
1 year ago
1
Add tests for norm input
#74
bauerfe
closed
1 year ago
3
Combination of MultiSpike spike function and SingleExponential surrogate gradient function doesn't make sense
#73
biphasic
opened
1 year ago
1
Benchmark if having parameters such as thresholds an min_v_mem on GPU makes a difference in terms of speed
#72
biphasic
closed
9 months ago
0
make min_vem and spike_thresholds parameters do that they're included in state_dict
#71
biphasic
closed
1 year ago
1
Detach recordings before plotting
#70
bauerfe
closed
1 year ago
1
Allow backpropagating through recorded states.
#69
bauerfe
closed
1 year ago
1
Make Spiking Layer spike_threshold and min_v_mem parameters
#68
nkupelioglu
closed
1 year ago
3
Investigate why speed of backward pass is different for single time step input or all time step input
#67
biphasic
closed
9 months ago
0
Backpropagating through membrane potential
#66
bauerfe
closed
1 year ago
4
Fix MaxSpike backward pass
#65
bauerfe
closed
1 year ago
0
replace SNNSynopCounter with SNNAnalyzer, which calculates statistics for both param and spiking layers
#64
biphasic
closed
1 year ago
8
Github doesn't recognise the tag based releases
#63
sheiksadique
closed
1 year ago
2
Enable top-level conversion of sinabs layers with 'replace_module' fu…
#62
bauerfe
closed
1 year ago
0
add documentation about how to release a new Sinabs version
#61
biphasic
closed
2 years ago
0
Enable conversion of individual objects, as well as nested modules with replace_module
#60
bauerfe
closed
1 year ago
0
add a replace_module function that will replace specific layer accord…
#59
biphasic
closed
2 years ago
0
Make it more clear in the documentation that StatefulLayer is a parent layer
#58
biphasic
closed
1 year ago
2
ExpLeak inheriting from LIF is inconsistent
#57
biphasic
closed
9 months ago
5
Make surrogate gradient naming more consistent
#56
biphasic
opened
2 years ago
0
Examine effect of non-periodic surrogate gradient functions for MultiSpike activation.
#55
biphasic
opened
2 years ago
0
MultiGausian incorrect.
#54
sheiksadique
closed
2 years ago
3
Which neuromorphic hardware does Sinabs use to simulate SNNs ?
#53
sauravtii
closed
2 years ago
3
Removed pandas dependency. Adjusted tests accordingly
#52
edghyhdz
closed
2 years ago
2
Support for quantization-aware training (QAT)
#51
biphasic
closed
1 year ago
0
Add tutorial notebook to find good scaling factor for rate-converted SNNs
#50
biphasic
closed
1 year ago
0
Add sinabs.models module for some known architectures
#49
biphasic
closed
9 months ago
0
47 some of the doc strings still refer to sinabsactivationactivationfunction that doesnt exist anymore
#48
biphasic
closed
2 years ago
0
Some of the doc strings still refer to `sinabs.activation.ActivationFunction` that doesn't exist anymore
#47
sheiksadique
closed
2 years ago
0
Pandas dependency is quite heavy for what we're using
#46
biphasic
closed
2 years ago
1
Previous
Next