Word2vec Word Similarities on IBM's TrueNorth Neurosynaptic System
- Daniel R. Mendat
- Andrew S. Cassidy
- et al.
- 2018
- BioCAS 2018
Bio
Dr. Andrew Cassidy is a member of the Brain Inspired Computing Group at IBM Research, the team that brought you the TrueNorth neurosynaptic processor. His expertise is in non-traditional computer architecture, and brings experience in architectural optimization, design, and implementation, particularly for machine learning algorithms and cognitive computing applications.
He has authored over 30 publications in international journals and conferences, and is a Senior Member of the Institute of Electrical and Electronics Engineers (IEEE).
Dr. Cassidy holds a Ph.D. in Electrical and Computer Engineering from Johns Hopkins University (2010) and a M.S. in Electrical and Computer Engineering from Carnegie Mellon University (2003).
Publications
Always-On Speech Recognition Using TrueNorth, a Reconfigurable, Neurosynaptic Processor
- Wei-Yu Tsai
- Davis R. Barch
- et al.
- 2017
- IEEE TC
Conversion of artificial recurrent neural networks to spiking neural networks for low-power neuromorphic hardware
- Peter U. Diehl
- Guido Zarrella
- et al.
- 2016
- ICRC 2016
TrueHappiness: Neuromorphic emotion recognition on TrueNorth
- Peter U. Diehl
- Bruno U. Pedroni
- et al.
- 2016
- IJCNN 2016
LATTE: Low-power Audio Transform with TrueNorth Ecosystem
- Wei-Yu Tsai
- Davis R. Barch
- et al.
- 2016
- IJCNN 2016
A low-power neurosynaptic implementation of Local Binary Patterns for texture analysis
- Alexander Andreopoulos
- Rodrigo Alvarez-Icaza
- et al.
- 2016
- IJCNN 2016
Convolutional networks for fast, energy-efficient neuromorphic computing
- Steven K. Esser
- Paul Merolla
- et al.
- 2016
- PNAS
Real-time sensory information processing using the TrueNorth Neurosynaptic System
- Andreas G. Andreou
- Andrew A. Dykman
- et al.
- 2016
- ISCAS 2016
TrueNorth Ecosystem for Brain-Inspired Computing: Scalable Systems, Software, and Applications
- Jun Sawada
- Filipp Akopyan
- et al.
- 2016
- SC 2016
TrueNorth: Design and Tool Flow of a 65 mW 1 Million Neuron Programmable Neurosynaptic Chip
- Filipp Akopyan
- Jun Sawada
- et al.
- 2015
- IEEE TCADIS
Patents
Neural Network Weight Distribution From A Grid Of Memory Elements
- 12 Sep 2023
- IE
- 4133418
Neural Network Weight Distribution From A Grid Of Memory Elements
- 12 Sep 2023
- DE
- 6020210050157.3
Neural Network Weight Distribution From A Grid Of Memory Elements
- 12 Sep 2023
- NL
- 4133418
Neural Network Weight Distribution From A Grid Of Memory Elements
- 12 Sep 2023
- FR
- 4133418
Neural Network Weight Distribution From A Grid Of Memory Elements
- 12 Sep 2023
- GB
- 4133418
Chips Supporting Constant Time Program Control Of Nested Loops
- 29 Aug 2023
- GB
- 2606596
A Central Scheduler And Instruction Dispatcher For A Neural Inference Processor
- 14 Aug 2023
- JP
- 7332247
Data Representation For Dynamic Precision In Neural Network Cores
- 02 Aug 2023
- JP
- 7325158
Instruction Distribution In An Array Of Neural Network Cores
- 29 May 2023
- US
- 11663461
Memory-mapped Interface For Message Passing Computing System
- 19 Mar 2023
- JP
- 7248667
Top collaborators
DM
Dharmendra Modha
IBM Fellow; IBM Chief Scientist, Brain-inspired Computing
JA
John Arthur
Manager - Brain-Inspired Hardware
FA
Filipp Akopyan
Principal Research Scientist / Brain-Inspired Computing / Chip Design
GG
Guillaume Garreau
Research staff member, Brain Inspired Computing - Hardware