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<< December 2017 >>

Friday, December 15, 2017

Neural circuits of dexterity

Seminar: Neuroscience Seminar | December 15 | 12 p.m. | 125 Li Ka Shing Center

Dr. Adam Hantman, Janelia Research Campus, Howard Hughes Medical Institute

Neuroscience Institute, Helen Wills

Dexterous movements serve the major functions of the brain, perception and manipulation of the world. Considering the range of possible actions and the complexity of musculoskeletal arrangements, control of the hand is an amazing achievement of the nervous system. Dexterous behavior involves understanding objects in the world, developing appropriate plans, converting those plans into appropriate...   More >

Tuesday, December 19, 2017

Biologically plausible deep learning for recurrent spiking neural networks.

Seminar: Redwood Seminar | December 19 | 12-1:30 p.m. | 560 Evans Hall

Shaowei Lin

Neuroscience Institute, Helen Wills

Despite widespread success in deep learning, backpropagation has been criticized for its biological implausibility. To address this issue, Hinton and Bengio have suggested that our brains are performing approximations of backpropagation, and some of their proposed models seem promising. In the same vein, we propose a different model for learning in recurrent neural networks (RNNs), known as...   More >