Difference between revisions of "IBM Research"
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− | + | Today, we are entering the era of cognitive computing, which holds great promise in deriving intelligence and knowledge from huge volumes of data. In today’s computers based on von Neumann architecture, huge amounts of data need to be shuttled back and forth at high speeds, a task at which this architecture is inefficient. | |
− | At IBM Research–Zurich | + | It is becoming increasingly clear that to build efficient cognitive computers, we need to transition to non-von Neumann architectures in which memory and processing coexist in some form. At IBM Research–Zurich in the [https://www.zurich.ibm.com/sto/memory/ Neuromorphic and In-memory Computing Group], we explore various such computing paradigms from in-memory computing to brain-inspired neuromorphic computing. Our research spans from devices and architectures to algorithms and applications. Here is a list of available projects: |
* [http://iis-projects.ee.ethz.ch/images/0/01/IBM_MANN_Y2020.pdf Artificial general intelligence (AGI): lifelong learning challenge] | * [http://iis-projects.ee.ethz.ch/images/0/01/IBM_MANN_Y2020.pdf Artificial general intelligence (AGI): lifelong learning challenge] | ||
* [http://iis-projects.ee.ethz.ch/images/3/33/IBM_OT_Y2020.pdf Machine learning based on optimal transport using in-memory computing] | * [http://iis-projects.ee.ethz.ch/images/3/33/IBM_OT_Y2020.pdf Machine learning based on optimal transport using in-memory computing] | ||
+ | ===About the IBM Research–Zurich=== | ||
+ | The location in Zurich is one of IBM’s 12 global research labs. IBM has maintained a research laboratory in Switzerland since 1956. As the first European branch of IBM Research, the mission of the Zurich Lab, in addition to pursuing cutting-edge research for tomorrow’s information technology, is to cultivate close relationships with academic and industrial partners, be one of the premier places to work for world-class researchers, to promote women in IT and science, and to help drive Europe’s innovation agenda. [https://www.zurich.ibm.com/pdf/ZRL_Fact_Sheet.pdf Download factsheet] | ||
Revision as of 20:59, 19 August 2020
Short Description
Today, we are entering the era of cognitive computing, which holds great promise in deriving intelligence and knowledge from huge volumes of data. In today’s computers based on von Neumann architecture, huge amounts of data need to be shuttled back and forth at high speeds, a task at which this architecture is inefficient.
It is becoming increasingly clear that to build efficient cognitive computers, we need to transition to non-von Neumann architectures in which memory and processing coexist in some form. At IBM Research–Zurich in the Neuromorphic and In-memory Computing Group, we explore various such computing paradigms from in-memory computing to brain-inspired neuromorphic computing. Our research spans from devices and architectures to algorithms and applications. Here is a list of available projects:
- Artificial general intelligence (AGI): lifelong learning challenge
- Machine learning based on optimal transport using in-memory computing
About the IBM Research–Zurich
The location in Zurich is one of IBM’s 12 global research labs. IBM has maintained a research laboratory in Switzerland since 1956. As the first European branch of IBM Research, the mission of the Zurich Lab, in addition to pursuing cutting-edge research for tomorrow’s information technology, is to cultivate close relationships with academic and industrial partners, be one of the premier places to work for world-class researchers, to promote women in IT and science, and to help drive Europe’s innovation agenda. Download factsheet
Status: Available
- Looking for 2 Master students
- Thesis will be at IBM Zurich in Rüschlikon
- Contact (at ETH Zurich): Dr. Frank K. Gurkaynak and Michael Hersche
- Contact (at IBM): Dr. Abu Sebastian
- Contact (at IBM): Dr. Abbas Rahimi