https://ucsb.zoom.us/j/82096264821
Registration & Breakfast 08:00–08:45
8:45 - 9:00
9:00 - 11:00
9:00 - 9:30
Computing with a mess: how noisy, heterogeneous, and non-stationary components contribute to the brain’s computational power.
Stefan Mihalas
9:30 - 10:00
Sleep, Memory, and Machines: Do Neural Networks “Dream”?
Maxim Bazhenov
10:00 - 10:30
Memcapacitive Fractional Leaky Integrate-and-Fire Neurons: Theory, physical implementations, and AI applications.
Fidel Santamaria
10:30 - 11:00
Is neuromorphic computing ready to deliver on its promise to advance neuroscience?
James Aimone
Break 11:00 - 11:15
11:15 - 12:00
Keynote
Dendritic Processing of Spike Sequences in
Biological and Artificial Brains
Kwabena Boahen
Lunch 12:00 - 13:00
13:00 - 14:30
13:00 - 13:30
Recurrent circuits for perceptual inference and geometric reasoning
Bruno Olshausen
13:30 - 14:00
Learning in Neuromorphic Neural Networks – Some Recent Ideas
Robert Legenstein
14:00 - 14:30
Synapses to Silicon for Continual Learning
Dhireesha Kudithipudi
14:30 - 15:00
Scaling Spiking Neural Networks: From Biological Inspiration to Efficient AI
Priyadarshini Panda
15:00 - 15:30
The neurobench framework for benchmarking neuromorphic computing algorithms and systems
Vijay Janapa Reddi
Break 15:30 - 15:45
15:45 - 17:15
17:15 - 18:00