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E-prop on spinnaker 2: exploring online learning in spiking rnns on neuromorphic hardware
RISC-V Online Assembler using Emscripten, Gnu Binutils
130nm BiCMOS Open Source PDK, dedicated for Analog, Mixed Signal and RF Design
You like pytorch? You like micrograd? You love tinygrad! ❤️
This MATLAB program implements the complete BPTT process for GRU. We provide two algorithms here, a direct but quadratic time algorithm for easy understanding, and an optimized linear time algorithm.
Custom-made draw.io-shapes - in the form of an importable library - for drawing circuits and conceptual drawings in draw.io.
Forward Pass Learning and Inference Library, for neural networks and general intelligence, Signal Propagation (sigprop)
Binary Single Precision Floating-point Fused Multiply-Add Unit Design (Verilog HDL)
SystemVerilog implementation of the natural logarithm for a Floating Point Unit (FPU) employing the 16-bit brain-inspired floating-point format (bFloat).
RISC-V Guide. Learn all about the RISC-V computer architecture along with the Development Tools and Operating Systems to develop on RISC-V hardware.
Parametric floating-point unit with support for standard RISC-V formats and operations as well as transprecision formats.
RTL implementation of Flex-DPE.
A collection of research papers on efficient training of DNNs
Reference workloads for modern deep learning methods.
Event-based neural networks
"Python in Persian" is an open-source online book that offers a comprehensive tutorial on the Python programming language in Persian.
A neural attention model for speech command recognition
A collection of libraries to optimise AI model performances