CRNCH Summit
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Recent Submissions
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Hybrid Machine Learning for Complex Systems: Algorithm and Architecture to Couple Model-Based and Data-Driven Learning
(Georgia Institute of Technology, 2018-11-02)An all-day summit featuring plenary talks on the future of computing and panel discussions. -
Reconfigurable and Programmable Physical Computing for a Digital Computing World
(Georgia Institute of Technology, 2018-11-02)An all-day summit featuring plenary talks on the future of computing and panel discussions. -
Migratory Memory-Side Processing Breakthrough Architecture for Graph Analytics
(Georgia Institute of Technology, 2018-11-02)Today's data intensive applications, such as sparse-matrix linear algebra and graph analytics, do not exhibit the same locality traits as compute-intensive applications, resulting in the latency of individual memory accesses ... -
Emergent Computation in Active Matter
(Georgia Institute of Technology, 2018-11-02)Swarm robotics and programmable active matter both explore how individual agents can come together to perform useful tasks collectively. How effectively they can do this depends on the individuals' computational capabilities, ... -
An Overview of AI Initiative and Research at ORNL
(Georgia Institute of Technology, 2018-11-02)An all-day summit featuring plenary talks on the future of computing and panel discussions. -
Architecture and Compiler Support for Near-Term Quantum Computers
(Georgia Institute of Technology, 2018-11-02)An all-day summit featuring plenary talks on the future of computing and panel discussions. -
The Center for Health Analytics and Informatics (CHAI)- Observational Health Data Analytics at Scale
(Georgia Institute of Technology, 2018-11-02)An all-day summit featuring plenary talks on the future of computing and panel discussions. -
CRNCH Rogues Gallery Update: A Community Core for Novel Computing Platforms
(Georgia Institute of Technology, 2018-11-02)In one classic sense a rogue is someone who goes their own way, who breaks away from the crowd. The CRNCH Rogues Gallery aims to support computer architecture rogues by being a physical and virtual space providing access ... -
DNN-Dataflow- Hardware Co-Design for Enabling Pervasive General-Purpose AI
(Georgia Institute of Technology, 2018-11-02)The development of supervised learning based DL solutions today is mostly open loop. A typical DL model is created by hand-tuning the neural network (NN) topology by a team of experts over multiple iterations, often ... -
CRNCH Summit Opening Remarks
(Georgia Institute of Technology, 2018-11-02)Welcome by Dean Zvi Galil and Vivek Sarkar, Professor and CRNCH Co-director. An all-day summit featuring plenary talks on the future of computing and panel discussions.
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