diff --git a/neuron_models/lif/index.html b/neuron_models/lif/index.html
index 81ad91f..742c6d2 100644
--- a/neuron_models/lif/index.html
+++ b/neuron_models/lif/index.html
@@ -813,7 +813,7 @@
 <h2 id="circuit-design">Circuit Design</h2>
 <p>W/L = 4/3</p>
 <h2 id="circuit-simulation">Circuit Simulation</h2>
-<p><img alt="lif, output plot" src="/docs-site/docs/img/lif_plot.png" /> Fig.1 The dynamics of leaky integrate and fire neuron. The grey signal is the input spikes, the yellow signal is the membrane potential and the dark blue is the output spikes from the neuron.</p>
+<p><img alt="lif, output plot" src="lif_plot.png" /> Fig.1 The dynamics of leaky integrate and fire neuron. The grey signal is the input spikes, the yellow signal is the membrane potential and the dark blue is the output spikes from the neuron.</p>
 <h2 id="referennces">Referennces</h2>
 <ol>
 <li>Sourikopoulos I, Hedayat S, Loyez C, Danneville F, Hoel V, Mercier E and Cappy A (2017) A 4-fJ/Spike Artificial Neuron in 65 nm CMOS Technology. Front. Neurosci. 11:123. doi: 10.3389/fnins.2017.00123</li>
diff --git a/img/lif_plot.png b/neuron_models/lif/lif_plot.png
similarity index 100%
rename from img/lif_plot.png
rename to neuron_models/lif/lif_plot.png
diff --git a/img/exif_plot.png b/neuron_models/snowball/exif_plot.png
similarity index 100%
rename from img/exif_plot.png
rename to neuron_models/snowball/exif_plot.png
diff --git a/neuron_models/snowball/index.html b/neuron_models/snowball/index.html
index c13e7c9..a03a795 100644
--- a/neuron_models/snowball/index.html
+++ b/neuron_models/snowball/index.html
@@ -881,7 +881,7 @@
 <p>Input current mirror W/l = 0.2 <br>
 All other transistors W/L = 4/3</p>
 <h2 id="circuit-simulation">Circuit Simulation</h2>
-<p><img alt="snowball, output plot" src="/docs-site/docs/img/exif_plot.png" /> Fig.1 The dynamics of Exponential integrate and fire neuron. The light blue signal is the input spikes, the yellow signal is the membrane potential and the dark blue is the output spikes from the neuron.</p>
+<p><img alt="snowball, output plot" src="exif_plot.png" /> Fig.1 The dynamics of Exponential integrate and fire neuron. The light blue signal is the input spikes, the yellow signal is the membrane potential and the dark blue is the output spikes from the neuron.</p>
 <h2 id="references">References</h2>
 <ol>
 <li>Rubino, Arianna, Melika Payvand, and Giacomo Indiveri. "Ultra-low power silicon neuron circuit for extreme-edge neuromorphic intelligence." 2019 26th IEEE International Conference on Electronics, Circuits and Systems (ICECS). IEEE, 2019.</li>
diff --git a/print_page/index.html b/print_page/index.html
index e567040..8189ac7 100644
--- a/print_page/index.html
+++ b/print_page/index.html
@@ -3513,7 +3513,7 @@ def plot_vf(ax, neuron_model, u_range, v_range):
 <p>Input current mirror W/l = 0.2 <br>
 All other transistors W/L = 4/3</p>
 <h2 id="neuron_models-snowball-circuit-simulation">Circuit Simulation</h2>
-<p><img alt="snowball, output plot" src="/docs-site/docs/img/exif_plot.png" /> Fig.1 The dynamics of Exponential integrate and fire neuron. The light blue signal is the input spikes, the yellow signal is the membrane potential and the dark blue is the output spikes from the neuron.</p>
+<p><img alt="snowball, output plot" src="../neuron_models/snowball/exif_plot.png" /> Fig.1 The dynamics of Exponential integrate and fire neuron. The light blue signal is the input spikes, the yellow signal is the membrane potential and the dark blue is the output spikes from the neuron.</p>
 <h2 id="neuron_models-snowball-references">References</h2>
 <ol>
 <li>Rubino, Arianna, Melika Payvand, and Giacomo Indiveri. "Ultra-low power silicon neuron circuit for extreme-edge neuromorphic intelligence." 2019 26th IEEE International Conference on Electronics, Circuits and Systems (ICECS). IEEE, 2019.</li>