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Long Short-Term Memory (LSTM) is the primary recurrent neural networks architecture for acoustic modeling in automatic speech recognition systems. Residual learning is an efficient method to help neural networks converge easier and faster. In this paper, we propose several types of residual LSTM methods for our acoustic modeling. Our experiments indicate that, compared with classic LSTM, our architecture...
Acquiring P2P flow information in realtime is very important for network management and security. To obtain P2P flow information accurately in a low-cost way, a novelty P2P flow analysis system called NetFlowP2P is proposed, which integrates systems for flow aggregation, flow identification and flow analysis respectively in a distributed manner. By utilizing the key information of P2P flows provided...
SMS4 is a 128-bit block cipher used in the WAPI standard for protecting data packets in WLAN. In this paper, various S-box circuit architectures were evaluated firstly and the twisted BDD with m=4 was proved as the fastest one. A fast SMS4 cipher VLSI implementation was completed based on the twisted BDD S-box architecture, and achieved over 200 MHz and 100 MHz maximal frequency on SMIC 0.18 mum and...
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