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July 24
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Arrival
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July 25
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9:00 - 10:25
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Introduction to neuronal biophysics, lecture 1
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Steve Baccus
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10:50-12:15
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Introduction to neuronal biophysics, lecture 2
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Steve Baccus
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2:00 - 5:00
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Linear algebra bootcamp
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Mark Goldman
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7:45 - 8:45
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Matlab / Python tutorial
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TAs
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July 26
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9:00 - 10:25
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Introduction to probability theory, statistics, and information measures
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Uri Eden
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10:50-12:15
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Neural decoding and state-space models
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Uri Eden
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2:00 - 3:00
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TBA
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3:30 - 5:20
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Backyard brains
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Greg Gage
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July 29
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9:00-10:25
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Single synapse and neuron physiology
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Nelson Spruston
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2:00 - 3:00
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Single neuron modeling and dynamical systems theory
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Bard Ermentrout
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3:30 - 5:20
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XPP tutorial
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Bard Ermentrout
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July 30
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9:00-10:25
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Introduction to neural coding
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AdrienneFairhall
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10:50-12:15
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Computation in the Early Visual System
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Steve Baccus
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2:00 - 3:00
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Faculty brief (presentations on lectures and project proposals)
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3:30 - 5:20
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Neural coding
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James Firtzgerald
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8:00
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Massey Family Endowed Lecture: From Neural Dynamics to Behavior in Hydra
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Adrienne Fairhall
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July 31
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9:00 - 10:25
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Recurrent network theory of E-I balance
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Haim Sompolinsky
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10:50 - 12:15
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The structure-function mapping in
low-rank recurrent neural networks
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Srdjan Ostojic
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3:30 - 5:20
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Problem set 1 presentation
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August 1
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9:00 - 10:25
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Synaptic plasticity and homeostatic regulation
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Claudia Clopath
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10:50 - 12:15
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Cellular and circuit basis of memory
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André Fenton
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2:00 - 3:25
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Pattern generation and robustness in neural circuits
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Eve Marder
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6:00 pm
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BBQ
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August 2
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9:00 - 10:25
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Neural correlations and behavior
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Xaq Pitkow
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10:50 - 12:15
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Geometry of neural representation and abstraction
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Stefano Fusi
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August 5
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9:00 - 10:25
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State-dependent neural computations
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Anne Churchland
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10:50 - 12:15
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High-dimensional networks and deep learning
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Surya Ganguli
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3:30 - 5:20
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Problem set 2 presentation
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August 6
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9:00 - 10:25
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Neuronal population interactions between brain areas
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Byron Yu
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10:50 - 12:15
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High-dimensional networks and deep learning
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Surya Ganguli
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2:00 - 3:00
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Dimensionality reduction tutorial
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Byron Yu
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August 7
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9:00 - 10:25
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Representational geometry
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SueYeon Chung
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10:50 - 12:15
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Dynamical systems models of neural activity and behavior
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Scott Linderman
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2:00 - 3:00
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Tutorial
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Scott Linderman
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August 8
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9:00 - 10:25
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Neural mechanisms of decision making
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Roozbeh Kiani
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10:50 - 12:15
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Neural integrators: linear network theory & beyond
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Mark Goldman
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3:30 - 5:20
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Student project proposal due
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7:00 - 8:00
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Pytorch tutorial
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TAs
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August 9
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9:00 - 10:25
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Modeling the memory system
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Ila Fiete
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10:50 - 12:15
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Local and non-local representations for navigation
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Loren Frank
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2:00 - 3:25
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Vector computation for navigation
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Larry Abbott
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August 12
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9:00 - 10:25
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RL and circuit mechanisms of dopamine signaling
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Kim Stachenfeld
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10:50 - 12:15
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Reinforcement learning and dopamine
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Nao Uchida
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2:00 - 3:00
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Parallel small group meetings on student projects
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3:30 - 5:20
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Parallel small group meetings on student projects
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August 13
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9:00 - 10:25
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Neural computations in the cerebellum
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Reza Shadmehr
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10:50 - 12:15
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Basal ganglia and learned motor behavior
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Michale Fee
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2:00 - 3:25
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Motor planning and control
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Sara Solla
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August 14
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9:00 - 10:25
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The neurocognitive mechanisms of model-based reinforcement learning
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Marcelo Mattar
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10:50 - 12:15
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The function of the direct and indirect pathways of the basal ganglia
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Ilana Witten
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August 15
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9:00 - 10:25
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Discovering natural behavioral fingerprints
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Bob Datta
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10:50 - 12:15
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Distributed brain dynamics and cognition in a multi-regional cortex, lecture 1
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Xiao-Jing Wang
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2:00-3:25
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Distributed brain dynamics and cognition in a multi-regional cortex, lecture 2
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Xiao-Jing Wang
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6:00
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BBQ
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August 16
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9:00 - 10:25
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Synaptic credit assignment
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Karel Svoboda
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10:50 - 12:15
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Modeling of human cortex
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John Murray
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2:00 - 3:25
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Neural circuit models of mental disorders
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John Murray
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August 19
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9:00 - 10:25
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Project presentation
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10:50 - 12:15
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Project presentation
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3:30 - 5:20
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Project presentation
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6:00
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Dinner
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August 20
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Departure
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