Zobrazeno 1 - 4
of 4
pro vyhledávání: '"ChangMin Ye"'
Publikováno v:
Advanced Intelligent Systems, Vol 6, Iss 10, Pp n/a-n/a (2024)
Deep learning (DL) has proven to be one of the most pivotal components of machine learning given its notable performance in a variety of application domains. Neural networks (NNs) for DL are tailored to specific application domains by varying in thei
Externí odkaz:
https://doaj.org/article/febc74c928d24408be9b9e5c05222a3b
Publikováno v:
Neurocomputing. 520:46-59
Publikováno v:
IEEE Transactions on Circuits and Systems I: Regular Papers. 68:350-362
We present a method to emulate a leaky integrate-and-fire (LIF) model in a field-programmable gate array (FPGA) in a hardware-efficient manner. The simplified spike-response model (SRM0) is chosen as an LIF model. For the hardware-efficient implement
Publikováno v:
ISOCC
We propose a hardware-efficient method to implement sequence-predicting spiking neural networks (SPSNN) on a field-programmable gate array board. The SPSNN is capable of sequence-to-sequence prediction (associative recall) when fully trained using th