This 4-day JAX Short Course will focus on the fundamentals of quantitative behavior analysis, machine learning, and data science, and will be aimed at researchers from the fields of neuroscience, genetics, and biomedical research.
Registration is Open
Oct 09 - 13
Over the past few years, behavior quantification and modeling has experienced an explosion of innovation and discovery largely enabled by application of new machine learning methods. These methods have enabled the quantification of behavior at high temporal and spatial resolution, and in concordance with simultaneous measurement and manipulation of neural and genetic function. However, access to this revolutionary technology is limited primarily due to a lack of adequate resources and training. Democratization of this technology through training of the next generation of scientists is necessary to elevate the field of quantitative behavior.
The Short Course on the Application of Machine Learning for Automated Quantification of Behavior will disseminate the theoretical and technical knowledge of this field, and train researchers to apply machine learning methods to behavior quantitation and modeling. Our goal is to build an educational program that fosters productive and interactive dialogue, teaches proper methodology, and provides support structure to nurture and lower the barrier of entry into this nascent field. The course will:
This course is appropriate for early career researchers from the fields of neuroscience, genetics, and biomedical research and will prioritize diverse learners and those who are educators and mentors. The workshop will also include scientific lectures and promote collaborative networking between researchers and technology developers to drive innovation in animal behavior modeling.
Requirements: Participants must bring a laptop with a Mac or Windows operating system (not a tablet, Chromebook, etc.) that they have administrative privileges on. You will also need a reasonably up-to-date browser, such as a current version of the Chrome, Safari or Firefox browsers (some older browsers, including Internet Explorer version 9 and below, are not supported). Basic scripting or programming knowledge is suggested but not required.
We strive to host inclusive, accessible events that enable all individuals, including individuals with disabilities, to engage fully. To request an accommodation or for inquiries about accessibility, please contact Erin McDevitt at 207-288-6659 or email@example.com.
Associate Professor of Biology
Associate Professor of Biology
Faculty of Medicine, Institute of Clinical Sciences
Professor of Neurobiology
Associate Professor and Robert R. Capranica Fellow
Professor of Organismic and Evolutionary Biology
Allen E. Puckett Professor of Electrical Engineering
Registration for this course is closed.
JAX Genomic Education Visitor Protocol
In accordance with The Jackson Laboratory (JAX) Policies, all participants in JAX courses and workshops events must adhere to the following safety protocol:
* JAX will honor documented approvals of vaccination exemption by participants’ home institutions for certain medical conditions or a sincerely held religious belief. A scanned copy of COVID-19 vaccination record is acceptable in place of the original.
Please contact the Event Planner directly with any further questions or concerns about any of the above policies. If unsure whom to contact, please email firstname.lastname@example.org.
Lodging accommodations at JAX’s Highseas Conference Center is available for an additional fee. Highseas, located approximately 1 mile from The Jackson Laboratory, is a spacious estate built in 1912, overlooking the entrance to Frenchman Bay and adjacent to beautiful Acadia National Park. Attendees are responsible for their own transportation from the Conference Center to the course venue for the duration of the course. Highseas is handicap accessible (please indicate accessibility needs in registration). This lodging option cannot accommodate families. Rooms may be shared with other participants.
Lodging at the Highseas Conference Center is complimentary for attendees.
Check in: Sunday, October 9, 2:00 - 4:00 pm
Check out: Friday, October 14, 7:00 - 9:00 am
Participants choosing off-campus lodging are responsible for securing arrangements and may refer to the Bar Harbor Chamber of Commerce website for a guide on hotels, motels, bed & breakfasts, and short-term rentals in the Bar Harbor area.
Bar Harbor is serviced by two airports:
Hancock County/Bar Harbor Airport (BHB) – 20 minutes away
Bangor International Airport (BGR) – 1hr 15 minutes away
Public transportation is not available from local airports. Please visit the Bar Harbor and Bangor airport services webpages for information on shuttles to and from Mount Desert Island. Rideshare options like Uber or Lyft are not commonly available.
Bar Harbor is approximately 5 hours by car from the greater Boston area. Rental cars are available from Hertz at either nearby airport. Additionally, there is a free Island Explorer bus system which can be used around the island and the national park.
The Jackson Laboratory (JAX) Courses and Conferences program is committed to:
(1) Fostering an educational and working environment that encourages and supports our mission and the promotion of free and open exchange of scientific ideas;
(2) Creating and maintaining a safe and respectful environment for all in-person and virtual participants in educational programs, including event directors and organizers, internal and invited speakers, attendees, and all staff; and
(3) Providing an environment free from discrimination and harassment, in accordance with federal, state and local law, at all of our courses, conferences, symposia and workshops delivered both on and off of the JAX campuses.
The Code and expectations outlined below are aligned with the JAX Code of Conduct and NIH Policy and are applicable to all intramural and extramural participants including faculty, trainees, students and staff.
By registering for and attending a JAX Courses and Conferences -facilitated meeting or event, either in person or virtually, participants agree to:
By participating in JAX Courses and Conferences programming attendees, either in person or virtually, agree to refrain from:
What to do in case of breaches or violations of these guidelines:
Program organizers and leadership can be approached informally about any apparent or actual breaches or violations. Breaches or violations should be reported to the specific program leader or to JAX Courses and Conferences organizers in person or by email:
Reports can be submitted by those who experience harassment or discrimination as well as by those who witness violations of the behavior laid out in this Code. The TDCC will act as needed to resolve the matter, up to and including immediate expulsion of the offending participant(s) from the meeting and exclusion from future events offered by JAX. Individuals at any NIH-supported conference who have questions, concerns or complaints related to harassment or discrimination can also file a report with the HHS Office for Civil Rights (OCR) or notify NIH. Seeking assistance from a program leader or organizer in no way prohibits filing complaints with HHS OCR.