ResOT: Resource-Efficient Oblique Trees for Neural Signal Classification

14 June 2020

Papers citing "ResOT: Resource-Efficient Oblique Trees for Neural Signal Classification"

14 / 14 papers shown

Title
ODTE -- An ensemble of multi-class SVM-based oblique decision trees Ricardo Montañana J. A. Gamez J. M. Puerta 101 0 0 20 Nov 2024
PERMDNN: Efficient Compressed DNN Architecture with Permuted Diagonal Matrices Chunhua Deng Siyu Liao Yi Xie Keshab K. Parhi Xuehai Qian Bo Yuan 56 93 0 23 Apr 2020
SpArSe: Sparse Architecture Search for CNNs on Resource-Constrained Microcontrollers Igor Fedorov Ryan P. Adams Matthew Mattina P. Whatmough 41 167 0 28 May 2019
Optimal Sparse Decision Trees Xiyang Hu Cynthia Rudin Margo Seltzer 96 173 0 29 Apr 2019
FastGRNN: A Fast, Accurate, Stable and Tiny Kilobyte Sized Gated Recurrent Neural Network Aditya Kusupati Manish Singh Kush S. Bhatia A. Kumar Prateek Jain Manik Varma 48 190 0 08 Jan 2019
Adaptive Neural Trees Ryutaro Tanno Kai Arulkumaran Daniel C. Alexander A. Criminisi A. Nori 203 166 0 17 Jul 2018
End-to-end Learning of Deterministic Decision Trees Thomas M. Hehn Fred Hamprecht BDL 18 11 0 07 Dec 2017
XGBoost: A Scalable Tree Boosting System Tianqi Chen Carlos Guestrin 361 37,815 0 09 Mar 2016
Fixed Point Quantization of Deep Convolutional Networks D. Lin S. Talathi V. Annapureddy MQ 71 814 0 19 Nov 2015
Efficient non-greedy optimization of decision trees Mohammad Norouzi Maxwell D. Collins Matthew W. Johnson David J. Fleet Pushmeet Kohli 89 109 0 12 Nov 2015
Deep Compression: Compressing Deep Neural Networks with Pruning, Trained Quantization and Huffman Coding Song Han Huizi Mao W. Dally 3DGS 203 8,793 0 01 Oct 2015
A 128 channel Extreme Learning Machine based Neural Decoder for Brain Machine Interfaces Yi Chen Enyi Yao A. Basu 21 96 0 22 Sep 2015
Adam: A Method for Stochastic Optimization Diederik P. Kingma Jimmy Ba ODL 857 149,474 0 22 Dec 2014
The Greedy Miser: Learning under Test-time Budgets Z. Xu Kilian Q. Weinberger O. Chapelle 79 116 0 27 Jun 2012