Concepedia

Special-purpose digital hardware for neural networks: An architectural survey

Paolo Ienne, Thierry Cornu, Gary M. Kuhn

The Journal of VLSI Signal Processing Systems for Signal Image and Video Technology · 1996 · 37 citations · 34 references

Open access

Concepts

EngineeringComputer EngineeringComputer ScienceComputer ArchitectureHardware Description LanguagesSystem-on-chip DesignAccelerator ArchitectureDigital Integrated Circuit DesignField-programmable Gate Array ArchitectureHardware ArchitectureLow-power Digital Circuit DesignNeural NetworksConvolutional Neural NetworksDigital Signal Processing BlocksNeuromorphic DevicesNeuromorphic HardwareRecurrent Neural CircuitsSelf-adaptive HardwareSpiking Network Architectures

References

34

First- and Second-Order Methods for Learning: Between Steepest Descent and Newton's Method

Roberto Battiti · Neural Computation · 1992 · 1.2K citations

Computing, Computer Science, Artificial Intelligence +16

Advances in Neural Information Processing Systems 7

G. Tesauro, David S. Touretzky, Todd K. Leen · 1995 · 873 citations

Computing, Computer Science, Neuroscience +14

PREDICTING THE FUTURE: A CONNECTIONIST APPROACH

Andreas S. Weigend, Bernardo A. Huberman, David E. Rumelhart · International Journal of Neural Systems · 1990 · 726 citations

Computing, Computer Science, Dynamical Systems +16

BACKPROPAGATION LEARNING FOR MULTILAYER FEED-FORWARD NEURAL NETWORKS USING THE CONJUGATE GRADIENT METHOD

Erik M. J. Johansson, Farid Dowla, Dennis M. Goodman · International Journal of Neural Systems · 1991 · 334 citations

Computing, Computer Science, Mathematics +13

Isoefficiency: measuring the scalability of parallel algorithms and architectures

Ananth Grama, Aman Gupta, Vipin Kumar · IEEE Parallel & Distributed Technology Systems & Applications · 1993 · 313 citations

Computing, Computer Science, High-performance Computing +17