2 citations · 4 across the 3 of their papers we have counts for
3 papers
Neuromorphic Circuit Simulation with Memristors: Design and Evaluation Using MemTorch for MNIST and CIFAR
Julio Souto, Guillermo Botella, Daniel García +2
Memristors offer significant advantages as in-memory computing devices due to their non-volatility, low power consumption, and history-dependent conductivity. These attributes are…
Differential Evolution VQE for Crypto-currency Arbitrage. Quantum Optimization with many local minima
Gines Carrascal, Beatriz Roman, Guillermo Botella +1
Crypto-currency markets are known to exhibit inefficiencies, which presents opportunities for profitable cyclic transactions or arbitrage, where one currency is traded for another…
CTMQ: Cyclic Training of Convolutional Neural Networks with Multiple Quantization Steps
HyunJin Kim, Jungwoo Shin, Alberto A. Del Barrio
This paper proposes a training method having multiple cyclic training for achieving enhanced performance in low-bit quantized convolutional neural networks (CNNs). Quantization is…