Update readme

Author: kabilar

README.md

@@ -1,12 +1,40 @@
-# DataJoint Element - Array Electrophysiology Element
+[![PyPI version](https://badge.fury.io/py/element-array-ephys.svg)](http://badge.fury.io/py/element-array-ephys)
 
-DataJoint Element for extracellular array electrophysiology. DataJoint Elements
-collectively standardize and automate data collection and analysis for neuroscience
-experiments.  Each Element is a modular pipeline for data storage and processing with
-corresponding database tables that can be combined with other Elements to assemble a
-fully functional pipeline.
+# DataJoint Element for Extracellular Electrophysiology
 
-![diagram](https://raw.githubusercontent.com/datajoint/element-array-ephys/main/images/diagram_flowchart.svg)
+DataJoint Element for extracellular array electrophysiology that processes data 
+acquired with a polytrode probe
+(e.g. [Neuropixels](https://www.neuropixels.org), Neuralynx) using the
+[SpikeGLX](https://github.com/billkarsh/SpikeGLX) or
+[OpenEphys](https://open-ephys.org/gui) acquisition software and processed with
+[MATLAB-based Kilosort](https://github.com/MouseLand/Kilosort) or [python-based
+Kilosort](https://github.com/MouseLand/pykilosort) spike sorting software. DataJoint 
+Elements collectively standardize and automate data collection and analysis for 
+neuroscience experiments. Each Element is a modular pipeline for data storage and 
+processing with corresponding database tables that can be combined with other Elements 
+to assemble a fully functional pipeline.
 
-Installation and usage instructions can be found at the
-[Element documentation](https://datajoint.com/docs/elements/element-array-ephys).
+## Experiment flowchart
+
+![flowchart](https://raw.githubusercontent.com/datajoint/element-array-ephys/main/images/diagram_flowchart.svg)
+
+## Data Pipeline Diagram
+
+![datajoint](https://raw.githubusercontent.com/datajoint/workflow-array-ephys/main/images/attached_array_ephys_element.svg)
+
+
+## Getting Started
+
++ Install from PyPI
+
+     ```bash
+     pip install element-array-ephys
+     ```
+
++ [Interactive tutorial on GitHub Codespaces](https://github.com/datajoint/workflow-array-ephys#interactive-tutorial)
+
++ [Documentation](https://datajoint.com/docs/elements/element-array-ephys)
+
+## Support
+
++ If you need help getting started or run into any errors, please contact our team by email at support@datajoint.com.