Embedded Deep Learning

Embedded Deep Learning

Algorithms, Architectures and Circuits for Always-on Neural Network Processing

Bankman, Daniel; Moons, Bert; Verhelst, Marian

Springer International Publishing AG

11/2018

206

Dura

Inglês

9783319992228

15 a 20 dias

506

Descrição não disponível.
Chapter 1 Embedded Deep Neural Networks.- Chapter 2 Optimized Hierarchical Cascaded Processing.- Chapter 3 Hardware-Algorithm Co-optimizations.- Chapter 4 Circuit Techniques for Approximate Computing.- Chapter 5 ENVISION: Energy-Scalable Sparse Convolutional Neural Network Processing.- Chapter 6 BINAREYE: Digital and Mixed-signal Always-on Binary Neural Network Processing.- Chapter 7 Conclusions, contributions and future work.
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Deep Learning for Computer Architects;Embedded Deep Neural Networks;optimization of a neural network;approximate computing circuitry;analog computations for neural networks