| """
|
| Neurocore — Python SDK for the custom neuromorphic chip.
|
|
|
| Usage:
|
| import neurocore as nc
|
|
|
| net = nc.Network()
|
| exc = net.population(64, params={"threshold": 800, "leak": 5})
|
| inh = net.population(16, params={"threshold": 600, "leak": 2})
|
|
|
| net.connect(exc, exc, topology="random_sparse", p=0.1, weight=200)
|
| net.connect(exc, inh, topology="all_to_all", weight=150)
|
| net.connect(inh, exc, topology="all_to_all", weight=-300, compartment=1)
|
|
|
| sim = nc.Simulator() # or nc.Chip(port="COM3") for hardware
|
| sim.deploy(net)
|
|
|
| sim.inject(exc[:8], current=1200)
|
| result = sim.run(timesteps=100)
|
|
|
| result.raster_plot()
|
| print(result.firing_rates())
|
| """
|
|
|
| from .network import Network, Population, PopulationSlice, Connection, NeuronParams
|
| from .compiler import Compiler, CompiledNetwork, Placement
|
| from .simulator import Simulator
|
| from .chip import Chip
|
| try:
|
| from .gpu_simulator import GpuSimulator
|
| except ImportError:
|
| pass
|
| from .result import RunResult
|
| from .microcode import (
|
| LearningRule,
|
| encode_instruction, decode_instruction, execute_program,
|
| OP_NOP, OP_ADD, OP_SUB, OP_MUL, OP_SHR, OP_SHL,
|
| OP_MAX, OP_MIN, OP_LOADI, OP_STORE_W, OP_STORE_E,
|
| OP_SKIP_Z, OP_SKIP_NZ, OP_HALT,
|
| R_TRACE1, R_TRACE2, R_WEIGHT, R_ELIG, R_CONST,
|
| R_TEMP0, R_TEMP1, R_REWARD,
|
| )
|
| from .exceptions import (
|
| NeurocoreError, NetworkTooLargeError, FanoutOverflowError,
|
| PoolOverflowError, RouteOverflowError,
|
| WeightOutOfRangeError, PlacementError, InvalidParameterError,
|
| ChipCommunicationError,
|
| )
|
|
|
| __version__ = "1.0.0"
|
|
|
