diff --git a/.github/workflows/caches_cron_job.yml b/.github/workflows/caches_cron_job.yml
index 237612d5d3..20e2a55178 100644
--- a/.github/workflows/caches_cron_job.yml
+++ b/.github/workflows/caches_cron_job.yml
@@ -16,8 +16,8 @@ jobs:
     name: Caching virtual env
     runs-on: "ubuntu-latest"
     steps:
-      - uses: actions/checkout@v3
-      - uses: actions/setup-python@v4
+      - uses: actions/checkout@v4
+      - uses: actions/setup-python@v5
         with:
           python-version: '3.10'
       - name: Get current year-month
@@ -28,7 +28,7 @@ jobs:
         id: dependencies
         run: |
           echo "hash=${{hashFiles('**/pyproject.toml')}}" >> $GITHUB_OUTPUT
-      - uses: actions/cache@v3
+      - uses: actions/cache@v4
         id: cache-venv
         with:
           path: ${{ github.workspace }}/test_env
@@ -47,7 +47,7 @@ jobs:
     name: Caching data env
     runs-on: "ubuntu-latest"
     steps:
-      - uses: actions/setup-python@v4
+      - uses: actions/setup-python@v5
         with:
           python-version: '3.10'
       - name: Create the directory to store the data
@@ -60,7 +60,7 @@ jobs:
         run: |
           echo "dataset_hash=$(git ls-remote https://gin.g-node.org/NeuralEnsemble/ephy_testing_data.git HEAD | cut -f1)"
           echo "dataset_hash=$(git ls-remote https://gin.g-node.org/NeuralEnsemble/ephy_testing_data.git HEAD | cut -f1)" >> $GITHUB_OUTPUT
-      - uses: actions/cache@v3
+      - uses: actions/cache@v4
         id: cache-datasets
         with:
           path: ~/spikeinterface_datasets
diff --git a/.github/workflows/core-test.yml b/.github/workflows/core-test.yml
index 9fe0cac6ee..1609b8619c 100644
--- a/.github/workflows/core-test.yml
+++ b/.github/workflows/core-test.yml
@@ -19,8 +19,8 @@ jobs:
       matrix:
         os: ["ubuntu-latest", "macos-latest", "windows-latest"]
     steps:
-      - uses: actions/checkout@v3
-      - uses: actions/setup-python@v4
+      - uses: actions/checkout@v4
+      - uses: actions/setup-python@v5
         with:
           python-version: '3.10'
       - name: Install dependencies
diff --git a/.github/workflows/deepinterpolation.yml b/.github/workflows/deepinterpolation.yml
index 07c8899d18..cdbef0f0e0 100644
--- a/.github/workflows/deepinterpolation.yml
+++ b/.github/workflows/deepinterpolation.yml
@@ -19,8 +19,8 @@ jobs:
       matrix:
         os: ["ubuntu-latest"]
     steps:
-      - uses: actions/checkout@v3
-      - uses: actions/setup-python@v4
+      - uses: actions/checkout@v4
+      - uses: actions/setup-python@v5
         with:
           python-version: '3.9'
       - name: Get changed files
diff --git a/.github/workflows/full-test-with-codecov.yml b/.github/workflows/full-test-with-codecov.yml
index 08e1ee6e1a..75847759f6 100644
--- a/.github/workflows/full-test-with-codecov.yml
+++ b/.github/workflows/full-test-with-codecov.yml
@@ -19,15 +19,15 @@ jobs:
         # "macos-latest", "windows-latest"
         os: ["ubuntu-latest", ]
     steps:
-      - uses: actions/checkout@v3
-      - uses: actions/setup-python@v4
+      - uses: actions/checkout@v4
+      - uses: actions/setup-python@v5
         with:
           python-version: '3.10'
       - name: Get current year-month
         id: date
         run: echo "date=$(date +'%Y-%m')" >> $GITHUB_OUTPUT
       - name: Restore cached virtual environment with dependencies
-        uses: actions/cache/restore@v3
+        uses: actions/cache/restore@v4
         id: cache-venv
         with:
           path: ${{ github.workspace }}/test_env
@@ -38,7 +38,7 @@ jobs:
         run: |
           echo "HASH_EPHY_DATASET=$(git ls-remote https://gin.g-node.org/NeuralEnsemble/ephy_testing_data.git HEAD | cut -f1)" >> $GITHUB_OUTPUT
       - name: Restore cached gin data for extractors tests
-        uses: actions/cache/restore@v3
+        uses: actions/cache/restore@v4
         id: cache-datasets
         env:
           # the key depends on the last comit repo https://gin.g-node.org/NeuralEnsemble/ephy_testing_data.git
@@ -61,7 +61,7 @@ jobs:
           python ./.github/build_job_summary.py report_full.txt >> $GITHUB_STEP_SUMMARY
           cat $GITHUB_STEP_SUMMARY
           rm report_full.txt
-      - uses: codecov/codecov-action@v3
+      - uses: codecov/codecov-action@v4
         with:
           token: ${{ secrets.CODECOV_TOKEN }}
           fail_ci_if_error: true
diff --git a/.github/workflows/full-test.yml b/.github/workflows/full-test.yml
index c86244f113..b432fbd4d5 100644
--- a/.github/workflows/full-test.yml
+++ b/.github/workflows/full-test.yml
@@ -24,15 +24,15 @@ jobs:
         # "macos-latest", "windows-latest"
         os: ["ubuntu-latest", ]
     steps:
-      - uses: actions/checkout@v3
-      - uses: actions/setup-python@v4
+      - uses: actions/checkout@v4
+      - uses: actions/setup-python@v5
         with:
           python-version: '3.10'
       - name: Get current year-month
         id: date
         run: echo "date=$(date +'%Y-%m')" >> $GITHUB_OUTPUT
       - name: Restore cached virtual environment with dependencies
-        uses: actions/cache/restore@v3
+        uses: actions/cache/restore@v4
         id: cache-venv
         with:
           path: ${{ github.workspace }}/test_env
@@ -43,7 +43,7 @@ jobs:
         run: |
           echo "HASH_EPHY_DATASET=$(git ls-remote https://gin.g-node.org/NeuralEnsemble/ephy_testing_data.git HEAD | cut -f1)" >> $GITHUB_OUTPUT
       - name: Restore cached gin data for extractors tests
-        uses: actions/cache/restore@v3
+        uses: actions/cache/restore@v4
         id: cache-datasets
         env:
           # the key depends on the last comit repo https://gin.g-node.org/NeuralEnsemble/ephy_testing_data.git
diff --git a/.github/workflows/installation-tips-test.yml b/.github/workflows/installation-tips-test.yml
index ce4a9d16ec..cbe313b12e 100644
--- a/.github/workflows/installation-tips-test.yml
+++ b/.github/workflows/installation-tips-test.yml
@@ -23,8 +23,8 @@ jobs:
           - os: windows-latest
             label: windows
     steps:
-    - uses: actions/checkout@v3
-    - uses: actions/setup-python@v4
+    - uses: actions/checkout@v4
+    - uses: actions/setup-python@v5
       with:
         python-version: '3.10'
     - name: Test Conda Environment Creation
diff --git a/.github/workflows/issue-on-change-matlab.yml b/.github/workflows/issue-on-change-matlab.yml
index b27dc10889..b38f40ab66 100644
--- a/.github/workflows/issue-on-change-matlab.yml
+++ b/.github/workflows/issue-on-change-matlab.yml
@@ -15,7 +15,7 @@ jobs:
       changed_files: ${{ steps.changed-files.outputs.all_changed_files }}
     steps:
       - name: Checkout
-        uses: actions/checkout@v3
+        uses: actions/checkout@v4
       - name: Get changed files
         id: changed-files
         uses: tj-actions/changed-files@v41
@@ -32,7 +32,7 @@ jobs:
       issues: write
     steps:
       - name: Checkout
-        uses: actions/checkout@v3
+        uses: actions/checkout@v4
       - name: Parse files names
         id: parse-files-names
         run: |
diff --git a/.github/workflows/publish-to-pypi.yml b/.github/workflows/publish-to-pypi.yml
index d754eda5e8..342ca8c0b2 100644
--- a/.github/workflows/publish-to-pypi.yml
+++ b/.github/workflows/publish-to-pypi.yml
@@ -11,9 +11,9 @@ jobs:
     runs-on: ubuntu-latest
 
     steps:
-      - uses: actions/checkout@v3
+      - uses: actions/checkout@v4
       - name: Set up Python 3.9
-        uses: actions/setup-python@v4
+        uses: actions/setup-python@v5
         with:
           python-version: '3.9'
       - name: Install dependencies for testing
diff --git a/.github/workflows/streaming-extractor-test.yml b/.github/workflows/streaming-extractor-test.yml
index 17d89cc7a3..312bc178fb 100644
--- a/.github/workflows/streaming-extractor-test.yml
+++ b/.github/workflows/streaming-extractor-test.yml
@@ -20,8 +20,8 @@ jobs:
         os: ["ubuntu-latest"]
         python-version: ["3.10"]
     steps:
-      - uses: actions/checkout@v3
-      - uses: actions/setup-python@v4
+      - uses: actions/checkout@v4
+      - uses: actions/setup-python@v5
         with:
           python-version: ${{ matrix.python-version }}
       - uses: s-weigand/setup-conda@v1
diff --git a/.github/workflows/test_containers_docker.yml b/.github/workflows/test_containers_docker.yml
index 7a3d894195..211db5f775 100644
--- a/.github/workflows/test_containers_docker.yml
+++ b/.github/workflows/test_containers_docker.yml
@@ -12,8 +12,8 @@ jobs:
       matrix:
         os: ["ubuntu-latest", "windows-latest"]
     steps:
-      - uses: actions/checkout@v3
-      - uses: actions/setup-python@v4
+      - uses: actions/checkout@v4
+      - uses: actions/setup-python@v5
         with:
           python-version: '3.10'
       - name: Python version
diff --git a/.github/workflows/test_containers_singularity.yml b/.github/workflows/test_containers_singularity.yml
index 26526c3211..00941215b1 100644
--- a/.github/workflows/test_containers_singularity.yml
+++ b/.github/workflows/test_containers_singularity.yml
@@ -13,8 +13,8 @@ jobs:
         # "macos-latest", "windows-latest"
         os: ["ubuntu-latest", ]
     steps:
-      - uses: actions/checkout@v3
-      - uses: actions/setup-python@v4
+      - uses: actions/checkout@v4
+      - uses: actions/setup-python@v5
         with:
           python-version: '3.10'
       - uses: eWaterCycle/setup-singularity@v7
diff --git a/.github/workflows/test_containers_singularity_gpu.yml b/.github/workflows/test_containers_singularity_gpu.yml
index 80e6642bdd..d9ade3eda2 100644
--- a/.github/workflows/test_containers_singularity_gpu.yml
+++ b/.github/workflows/test_containers_singularity_gpu.yml
@@ -8,7 +8,7 @@ jobs:
     runs-on: ubuntu-latest
     steps:
       - uses: iterative/setup-cml@v1
-      - uses: actions/checkout@v3
+      - uses: actions/checkout@v4
       - name: Deploy runner on EC2
         env:
           REPO_TOKEN: ${{ secrets.PERSONAL_ACCESS_TOKEN }}
@@ -28,7 +28,7 @@ jobs:
       image: docker://iterativeai/cml:0-dvc2-base1-gpu
       options: --privileged --gpus all
     steps:
-      - uses: actions/checkout@v3
+      - uses: actions/checkout@v4
 
       - name: Install dependencies
         run: |
diff --git a/.github/workflows/test_imports.yml b/.github/workflows/test_imports.yml
index bae6cf2555..a9a5b88b34 100644
--- a/.github/workflows/test_imports.yml
+++ b/.github/workflows/test_imports.yml
@@ -19,8 +19,8 @@ jobs:
       matrix:
         os: ["ubuntu-latest", "macos-latest", "windows-latest"]
     steps:
-      - uses: actions/checkout@v3
-      - uses: actions/setup-python@v4
+      - uses: actions/checkout@v4
+      - uses: actions/setup-python@v5
         with:
           python-version: "3.10"
       - name: Install Spikeinterface with only core dependencies