Merge branch 'main' of...

Merge branch 'main' of https://gitlab.univ-lille.fr/hammouda.elbez/progressive-layer-based-compression-for-convolutional-spiking-neural-network into main

CSNN-Simulator/apps/MnistForSpiNNaker.cpp

@@ -34,7 +34,7 @@ int main(int argc, char** argv) {
 	experiment.template add_test<dataset::Mnist>(input_path+"t10k-images.idx3-ubyte", input_path+"t10k-labels.idx1-ubyte");
 
 	float th_lr = 1.0f;
-	float t_obj = 0.50f;
+	float t_obj = 0.75f;
 	float alpha = 0.05f;
 	float alpha_p= 0.01f;
 	float alpha_n= 0.005f;

CSNN-Simulator/src/layer/Convolution.cpp

@@ -257,6 +257,7 @@ void _priv::DenseImpl::train(const std::vector<Spike>& input_spike, const Tensor
 			_a.at(0, 0, z) += w.at(spike.x, spike.y, spike.z, z);
 			// check if the voltage crossed the threshold
 			if(_a.at(0, 0, z) >= th.at(z)) {
+				_model.layer_Spikes+=1;
 				for(size_t z1=0; z1<depth; z1++) {
 					th.at(z1) -= _model._lr_th*(spike.time - _model._t_obj);
 
@@ -321,4 +322,4 @@ void _priv::DenseImpl::test(const std::vector<Spike>& input_spike, const Tensor<
 			}
 		}
 	}
-}
\ No newline at end of file
+}