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Learn More about Neuromorphic Computing
Opportunities for neuromorphic computing algorithms and applications
Neuromorphic Computing and Engineering Community
Brain-Inspired Systems at UC Santa Cruz
Neuromorphic computing from theory to applications
If you are new to neuromorphic computing
SNNs using backprop. This is SNNs 101
snnTorch tutorials
Repo for new papers in the neuromorphic hardware domain
Organizations in Neuromorphic Computing
Intel
Blue Brain Project
UC Santa Cruz
Penn State
Yale University
Human Brain Project
EBRAINS
Digital Hardware Enthusiasts
Design and Optimization of Residual Neural Network Accelerators for Low-Power FPGAs
FireFly: A High-Throughput Hardware Accelerator for Spiking Neural Networks with Efficient DSP and Memory Optimization
DeltaRNN: A Power-efficient Recurrent Neural Network Accelerator
Spartus: A 9.4 TOp/s FPGA-based LSTM Accelerator Exploiting Spatio-Temporal Sparsity
General Know-How of DNN Accelerators Design
Efficient Processing of Deep Neural Networks, Vivienne Sze et al.
Efficient Processing of Deep Neural Networks: A Tutorial and Survey, Vivienne Sze et al.
Full Stack Optimization of Transformer Inference: a Survey, Sehoon Kim et al.