Neuro Engineering

Completed and Currently Implemented Engineering Projects

Viral Construct Design

One of the major tools in modern neuroscience is the modification of specific genes to create genetically engineered proteins. These proteins can be used to monitor or perturb the activity of discrete cell populations in specific target areas of a model system's brain. However, while this technology is well established in some model systems such as rodents and drosophila, songbirds have not had quite the same molecular engineering renaissance, due in large part to the lack of effective viruses. Together with my brother at the Center for Regenerative Medicine at Boston University's Medical Campus, we developed high-titer lentivirus that are exceptionally effective at delivering genetic material. Most of our viral constructs use the RSV (Rua Sarcoma Virus) promoter, to drive GCaMP6, channelrhodopsin, or GFP/mCherry.

The details of the constructs we developed can be found on the Kotton Lab Website for RSV-GCaMP6 as well as RSV-eGFP. These can also be found on Addgene

Miniature Microscope Design (FreedomScope)

Optical recording of neural activity in the brains of behaving animals has become an essential method in systems neuroscience. Through the use of genetically encoded calcium indicators, the principles of learning can be studied in large ensembles of cells at cellular resolution. An increasingly widespread and powerful method employs miniature head-mounted fluorescence microscopes to record cellular resolution activity in freely moving animals. A variety of miniature head-mounted microscopes are available commercially, and have been adopted by many labs, but these off-the-shelf devices currently lack a number of desirable features such as easy modification, wireless interfacing, color sensors, and flexible real-time analysis software. This project will consists of an open-source miniature microscope that addresses many user needs. New features already realized in our open-source project include 3D printed housing for easy experiment-specific reconfiguration, wireless telemetry, and color CMOS sensors for simultaneous recording of multiple fluorescent indicators. For small animals such as juvenile mice or small songbirds that cannot carry an extra gram for the wireless transmitter, an open-source motorized commutator based on a low cost hardware and microcontrollers provides an ultralight configuration for recording.

Wireless Variant

Multichannel Imaging and Optogenetic Variant

The details of the FreedomScope project, as they develop, are hosted on GitHub

Carbon Fibler Splaying Electrodes

Chronic neural recording in behaving animals is an essential method for studies of neural circuit function. However, stable recordings from small, densely packed neurons remains challenging, particularly over time-scales relevant for learning. With Grigori Guitchounts, and Jeff Markowitz, I helped develop a 16-channel electrode array consisting of carbon fibers (~5 µm diameter) individually insulated with Parylene-C and fire-sharpened. The diameter of the array is approximately 26 µm along the full extent of the implant. These carbon fiber arrays were tested in HVC (used as a proper name), a song motor nucleus, of singing zebra finches where individual neurons discharge with temporally precise patterns. Previous reports of activity in this population of neurons have required the use of high impedance electrodes on movable microdrives. Here, the carbon fiber electrodes provided stable multi-unit recordings over time-scales of months.

The details of this project was published in the Journal Of Neural Engineering

Active Commutator

I've also designed actively driven commutators that are made of 3D printed components and consumer electronics- which are usefull for imaging and electrophysiology rigs.

The parts list, code and .stl files are hosted on GitHub


Current Projects

These are the project's I'm actively working on.

Motor Stability and Error Coding

Memories and motor skills can be maintained for decades, but the biological basis of memory persistence remains largely unknown. The zebra finch, for example, sings a highly stereotyped song that is stable for years, but the underlying neural activity has not been observed for more than a single day. Using Calcium imagign, I'm trying to uncover the mechanisms of memory persistacne by observing how individual neurons respond to percieved performance errors.

Engineering new tools for optical recording and stimulation

Optical recording of neural activity in the brains of behaving animals has become an essential method in systems neuroscience. Through the use of genetically encoded calcium indicators, the principles of learning can be studied in large ensembles of cells at cellular resolution. I'm developoing new tools for monitoring and perturbing neural activity in discrete, user-defined cell populations.

Motor Learning

How do individual neruons self-assemble into netowrks that are capeable of complex computations? What are the fundimental features of these networks?