Archive for the ‘Methods & techniques’ Category

Human 2.0: New Minds, New Bodies, New Identites

Thursday, May 3rd, 2007

The MIT Media Lab is holding a conference on May 9th, “Human 2.0: New Minds, New Bodies, New Identites” which will launch a number of new initiatives centered around the goal of inventing a better future via direct engineering of the human. Amongst these things will be the initiation of the MIT Center for Human Augmentation, and the launch of a number of novel applied Neurotechnology Projects.

Guest speakers on May 9th will include MIT professors (Roz Picard, Hugh Herr, myself, etc.) and many acclaimed speakers such as Oliver Sacks and John Donoghue. Registration may be close to being full, but it will be webcast.

More information at:
http://h20.media.mit.edu

- Ed

competition: single-neuron prediction

Thursday, May 3rd, 2007

Gerstner’s group in Lausanne, Switzerland has announced a competition to predict the electrical behavior of individual neurons in two respects:

1) predict the timing of every spike that a neuron emits with a precision of 2ms.

2) predict the subthreshold membrane potential with a precision of 2mV for arbitrary input.

Details on the competition, including the dataset (released 16 March 2007), are here.

Note that the first prize winner receives:

- 4 nights of hotel in Lausanne at the Lake Geneva, June 23-27.
- Free participation in the Quantitative Neuron Modeling workshop June 25/26
- 35-minute-slot for talk as an Invited Speaker in the workshop.

get coding.

More halorhodopsin

Thursday, April 5th, 2007

This week’s Nature has quite a few additional halorhodopsin articles for photochannel fans.

Halorhodopsin article from Deisseroth’s lab:
Multimodal fast optical interrogation of neural circuitry [News & Views]

Also, there is an intriguing article on both the general excitement in the neuroscience community with this new technology and a possible intellectual property dispute over it.

Optical silencing Cl- channel

Friday, March 9th, 2007

Ed strikes again!
Two-Color, Bi-Directional Optical Voltage Control of Genetically-Targeted Neurons

Having found a powerful method for activating neurons with blue light in the protein Channelrhodopsin-2 (ChR2) [1], we sought to augment the toolbox by finding a single-component system capable of mediating light-elicited neuronal inhibition. We identified a powerful tool, the mammalian codon-optimized version of the light-driven chloride pump halorhodopsin, from the archaebacterium Natronobacterium pharaonis (here abbreviated Halo) [2].

Cautionary note on FRET

Wednesday, February 21st, 2007

Some surprising and important news from Nature Biotechnology about a common technique in cellular imagining, fluorescence resonance energy transfer, or FRET. Specifically, it looks like ATP/Mg can significantly alter the FRET signal, which has commonly been used for looking at Ca, voltage, and various other binding interactions in neurons:

Given these findings, we predict that fluctuations in free or Mg2+-bound ATP will affect the signal output of most—if not all—CFP-YFP–based FRET indicators.

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So, How Do REAL Neuronal Networks Compute?

Tuesday, February 20th, 2007

What is the right level of biological realism to model neuronal systems in order to understand their computational properties? Some recent papers may help shed some light on the subject. Models of the computational properties of local networks of neurons are starting to come into their own. This year has already seen at least two articles published in experimentalist journals based on the same core of theoretical work.

To bring you up to speed, I need to remind you what is going on in the world of experimental neuroscience.

Experimentalists are now able to record the single-cell activities of a whole population of neurons simultaneously. From Briggman, Abarbanel, Kristan (2006):

By using multi-electrode arrays or optical imaging, investigators can now record from many individual neurons in various parts of nervous systems simultaneously while an animal performs sensory, motor or cognitive tasks. Given the large multidimensional datasets that are now routinely generated, it is often not obvious how to find meaningful results within the data.

This paper goes on to provide a nice overview on mathematical methods that researchers are using to grapple with the challenge of understanding the dynamics of the neural systems they are recording from. They make the case that conceptual progress needs to be made on the interpretation of the data these results yield. How can we understand what computations these neurons are collectively performing?

(Incidentally, this topic is being explored in a conference happening this week at the Los Alamos National Laboratory, which, according to one of the conference session chairs, is intended to help shape future directions for the lab. Hopefully there will be webcasts from this conference.)

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Postdoctoral positions at Janelia Farm

Monday, February 19th, 2007

Postdoctoral/research scientist positions are available in the inter-disciplinary group of Dmitri Chklovskii at the new Janelia Farm Research Campus of the Howard Hughes Medical Institute located in the suburbs of Washington, D.C. Candidates are expected to have a PhD in neuroscience, physics, computer science or electrical engineering. Most of the work is theoretical or computational and is done in collaboration with several experimental laboratories. Successful applicants will work on projects centered on neuronal circuits such as high-throughput reconstruction of wiring diagrams as well as combining structural and physiological data to infer circuit function. Salary will be commensurate with qualifications. For more information about research directions in the group please see: http://www.hhmi.org/research/groupleaders/chklovskii.html
Interested applicants should send their CV and a statement of research interests to mitya (at) janelia.hhmi.org, and arrange for three recommendation letters to be emailed to me.

Neurotechnology Ventures: New Course

Monday, January 29th, 2007

Our brains have a lot of problems that need to be solved — now. And neurotechnology is a hot field. But what knowledge and skills do you study if you want to be a neurotechnologist? What problems are important, but also tractable within a reasonable timeframe? And, can you survive while climbing this possibly-very-high mountain?

A team of three academics at MIT and the University of Hong Kong is launching an international collaboration to create a set of novel courses to address this need. The first one, Neurotechnology Ventures, is being taught in Spring 2007 and focuses on neurotechnologies that are close to solving major human problems. The class explores the problems that neurotechnologists encounter when envisioning, planning, and building startups to bring neuroengineering innovations to the world.

Emphasizing the global nature of any modern neurotechnology, Neurotechnology Ventures will be videoconferenced between the U.S. and China, which is increasingly becoming a major neurotechnology player (including some very daring and scientifically interesting developments in fields such as human spinal cord regenerative medicine). Information will be posted online as the class evolves dynamically, to the web site HTTP://Neuroven.Media.MIT.edu. The goal is to open up this new field to the world, and see if we can solve the major problems of the brain in an open and efficient way.

Ed

Help Please: Future of Neural Engineering: From Job perspective

Tuesday, November 14th, 2006

Dear Members,
I am a prospective graduate student interested in taking up Neural Engineering under EE or Biomedical Engg for research. But I have a lot of concerns and need help from a person who knows about the field well.
1. I have studied VLSI, DSP, Image Processing, Wireless Communication, Control Systems and Embedded Systems as graduate and undergraduate courses and have some research interest in Neural Networks and Machine Learning(That’s how I got interested in Neural Engg and Prosthetics). Which of these subjects will be of help in Neural Engg/Prosthetics research. Which will be of most relevance. Please list them in the order of relevance(high->low).
2. What are the applications of the research ?
3. What is the research and JOB scope for this field? Are there any companies who recruit people with this specialisation? How is the job scene in academia? How many univs are doing research in this field in US? Please let me know about the career progression in academia, like how much time does it take to get full time academic position after PhD?
4. Especially, what are the applications of this research in Robotics?
5. What are the current problems and research themes in universities?
6. What imaging technologies are used in this research?

Though my queries may seem a bit ameteuristic, it is very important for me to get clarity on these doubts.
Hope my queries will be answered.
Thanking all of you in advance,
sudhi

Allen brain atlas completed

Friday, September 29th, 2006

A few days ago the Allen Institute for Brain Science issued a press release announcing the completion of the Allen Brain Atlas.

“The Allen Brain Atlas (ABA) is an interactive, genome-wide image database of gene expression in the mouse brain. A combination of RNA in situ hybridization data, detailed Reference Atlases and informatics analysis tools are integrated to provide a searchable digital atlas of gene expression. ”

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